SlideShare a Scribd company logo
1 of 56
Open Spectrum

            New Technology / FCC SPTF
           Impact and Policy Implications
                   Robert J. Berger
             Glocom Visiting Research Fellow
                    Rberger@glocom.ac.jp

04/01/13              Copyright 2003 Robert J. Berger & GLOCOM   1
Introduction
    The FCC formed a Spectrum Policy Task
     Force (SPTF) in June 2002 to identify and
     evaluate changes in spectrum policy that will
     increase the public benefits derived from the
     use of radio spectrum.
    This was the first time that there was a
     comprehensive and systematic review of FCC
     spectrum policy.


04/01/13        Copyright 2003 Robert J. 2
                                         Berger & GLOCO
FCC Interest in Spectrum
Policy Reform




04/01/13   Copyright 2003 Robert J. Berger & GLOCOM   3
Interest in new spectrum
 access models
    FCC has not kept up with the pace of
     communication tech and accelerating
     demand for spectrum
    Current “Command + Control” policy and
     procedures micromanage spectrum
        Thus it is outmoded and obsolete
    Need “out-of-the-box” ways to allocate and
     maximize spectrum access
        Find ways to maximize public benefits delivered
         through spectrum based services and devices

04/01/13           Copyright 2003 Robert J. 4
                                            Berger & GLOCO
Drivers for Spectrum Policy
 Reform
    Explosive Demand for Spectrum-Based
     Services and Devices
    Technological Advances: Enabling
     Changes in Spectrum Policy
    Increased Access: Mitigating Scarcity of
     Spectrum Resources


04/01/13       Copyright 2003 Robert J. 5
                                        Berger & GLOCO
Explosive Demand for Spectrum-
 Based Services and Devices
    Consistently underestimated demand
        1994 projected 54M mobile phone users for 2000
         Actual number of users in 2000 was 110M
    Unlicensed band (2.4Ghz) spurred explosion
     of new devices and services
        $2.9B IN 2002
    New tech allows for devices paid for &
     controlled by millions of end users
        Old policies based on small number of licensees
         (broadcasters)

04/01/13           Copyright 2003 Robert J. 6
                                            Berger & GLOCO
Tech Advances: Enabling
 Changes in Spectrum Policy
    Digital Signal Processing allows for radical
     new modulation techniques
        Wideband Spread Spectrum
        Ultra-Wideband pulse
        Very low power per hertz
    Cognitive / Software Defined Radios
        Dynamically and Intelligently utilize and share
         spectrum
    Moore’s Law makes it practical and affordable
     (and inevitable)
04/01/13           Copyright 2003 Robert J. 7
                                            Berger & GLOCO
Increased Access: Mitigating
 Scarcity of Spectrum Resources
    Measurements of actual spectrum utilization
     in Metro areas showed:
        Nearly 100% of spectrum allocated, but only 30%
         actually used
    Looking for new ways to better utilize
     spectrum
      Underlay Spectrum Commons (UWB, Spread
       Spectrum)
      Cognitive Radios dynamically sensing and

       releasing spectrum
      Secondary Markets


04/01/13          Copyright 2003 Robert J. 8
                                           Berger & GLOCO
New Technologies

            Radically new way to utilize &
           expand the capacity of spectrum



04/01/13             Copyright 2003 Robert J. Berger & GLOCOM   9
Some Spectrum Basics




           image obtained from http://www.lbl.gov/MicroWorlds/ALSTool/EMSpec/EMSpec2.html

04/01/13                       Copyright 2003 Robert J. 10
                                                        Berger & GLOCO
Time vs. Frequency
    Time Domain
        Wavelength or Pulse
         Width duration
        Viewed with
         Oscilloscope
                               Time             Frequency
    Frequency Domain
        Cycles / Second
        Viewed with
         Spectrum Analyzer
         (Spectrograph)

04/01/13          Copyright 2003 Robert J. 11
                                           Berger & GLOCO
New tech facilitates sharing
    beyond 802.11Wireless LAN
   Underlay legacy spectrum users
       Wideband Spread Spectrum
       Ultra-wideband nano-pulses
       Pico-watts / Hertz
   Intelligently utilize unused local spectrum
       Cognitive / Software Defined Radios



04/01/13           Copyright 2003 Robert J. 12
                                            Berger & GLOCO
Wideband Spread Spectrum
   Trades off Spectrum
    for power
                                QuickTime™ and aTIFF (Uncompressed) decompressorare needed to see this picture.
       Wider spectrum
        produces more sharing
        and bandwidth
       Called Process Gain
   Can underlay legacy
    narrowband users             Graphics from Spread spectrum communications by
                                 Jay Fitzsummons, Troy Morris and Tony Parezanovic
                                 http://murray.newcastle.edu.au/users/staff/eemf/ELEC351/
                                 SProjects/Morris/project.htm




04/01/13           Copyright 2003 Robert J. 13
                                            Berger & GLOCO
Direct Sequence Spread
 Spectrum
    Pseudo-noise (PN-
     code) mixed with Data
     to produce the coded
     signal to modulate a
     carrier
    Looks like noise source
     centered around the
     carrier with a bandwidth
     of the Pseudo-noise        QuickTime™ and aTIFF (Uncompressed) decompressorar


    Receiver knows PN-
     code to demodulate
     signal                         Graphics from Spread spectrum communications by
                                    Jay Fitzsummons, Troy Morris and Tony Parezanovic


04/01/13          Copyright 2003 Robert J. 14
                                           Berger & GLOCO
Frequency Hopping Spread
 Spectrum
    Data is conventionally
     modulated on carrier
    SS Bandwidth is carved up
     to many narrow channels
    PN-code selects which
     channel is utilized as the
     carrier
    Hopping rate is in order of
     milliseconds / hop thus
     minimizing interference with
     legacy narrowband users


                                     Graphics from Spread spectrum communications by
                                     Jay Fitzsummons, Troy Morris and Tony Parezanovic

04/01/13             Copyright 2003 Robert J. 15
                                              Berger & GLOCO
Ultra-wideband nano-pulses
    Extremely short pulses
     instead of carrier waves
        10 - 1000 of picoseconds
         (trillionths of a second)
         wide in time
        1 - 10 Gigahertz wide in
         frequency
        Picowatts of power per
         hertz (in the noise floor)
    Radios can create
     output signal directly
     with digital techniques
        High precision timing, but   Graphics from
                                      Scientific American: Wireless Data Blaster
         low complexity               by David G. Leeper

04/01/13              Copyright 2003 Robert J. 16
                                               Berger & GLOCO
Ultra-wideband Modulations
    Many ways to modulate
     pulse streams
    No Multipath fading
    Main issue is precision
     synchronization
    Applications
        Communications
        Sub-centimeter
         positioning
                                     Graphics from
        Thru-wall/ground radar      Scientific American: Wireless Data Blaster
                                     by David G. Leeper




04/01/13             Copyright 2003 Robert J. 17
                                              Berger & GLOCO
Ultra-wideband Status
    Feb 2002: US FCC
     allowed limited use
        Less than Part 15 levels
         below 3.1Ghz
        Some restrictions on
         applications
    Several Chip Vendors
        Some samples
             XtremeSpectrum
        Most announcements for
         mid to late 2003


04/01/13              Copyright 2003 Robert J. 18
                                               Berger & GLOCO
Cognitive / Software Defined
 Radios
    Cognitive radio “understands” local
     conditions and user requirements
        Will aggregate bands of spectrum that may
         be allocated but not being used locally
    Software Defined Radio (SDR)
        Radio signal modulated/demodulated in
         software
        Can create arbitrary signals
             Could be Spread Spectrum, UWB or traditional

04/01/13             Copyright 2003 Robert J. 19
                                              Berger & GLOCO
Status of SDRs
    Some commercial
     implementations
        Very Limited Applications
         like multi-band / multi-
         standard cell phones
    Vanu Inc.
        SDR Software Developers
         Kit
    Gnu-Radio
        Open Source SDR
    Military most advanced
        DARPA NeXt Generation
         Communications


04/01/13              Copyright 2003 Robert J. 20
                                               Berger & GLOCO
Mesh Networks
    End points can relay
     through other user
     nodes
        Low Power
        Route around obstacles
    Cooperation Gain                                Mesh Network Capacity vs Station Density
        Total Capacity of Mesh     50


                                    45
                                                                                                                     14




         increases with added       40
                                                                                                                     12




         users / relay nodes        35


                                    30
                                                                                                                     10



                                                                                                                     8

        Matches low power / high   25

                                                                                                                     6


         process gain tech like     20

                                    Total Capacity
                                    15                                                                               4


         Spread Spectrum & UWB
                                                                                                                          Per
                                    10
                                                                                                                     2
                                     5


                                     0                                                                               0
                                         1    2       3   4   5   6      7    8    9   10   11   12   13   14   15

                                                                      Number of Stations


04/01/13            Copyright 2003 Robert J. 21
                                             Berger & GLOCO
Status of Mesh Networks
    Limited commercial deployment
    Nokia Rooftop
        First generation product very limited throughput, proprietary
         and expensive.
        For residential / infrastructure use only
        http://www.wbs.nokia.com/

    Mesh Networks Inc.
        Initial product proprietary
        Promising an 802.11 based product that supports
         infrastructure & end user relaying
        http://www.meshnetworks.com/

    Long history of Military development

04/01/13                        Copyright 2003 Robert J. 22
                                                         Berger & GLOCO
The SPTF Report

            The Groundbreaking FCC
           Spectrum Policy Task Force
                    Report


04/01/13           Copyright 2003 Robert J. Berger & GLOCOM   23
Rather Incredible Document
 from a Federal Bureaucracy
    9 months from start to finish
    Introduces and promotes several
     concepts that would have been
     unthinkable only a year ago
    Not perfect, several contradictory
     positions
    Will mark a milestone for new regulatory
     thinking

04/01/13       Copyright 2003 Robert J. 24
                                        Berger & GLOCO
Spectrum Rights Models
    Command and Control
        Current style of regulatory policy
    Exclusive Use
        Spectrum as Private Property
    Spectrum Commons
        Technology used to share and manage
         spectrum

04/01/13          Copyright 2003 Robert J. 25
                                           Berger & GLOCO
Command and Control Model
   Traditional management of spectrum for the last
    80 years
   Government agency micromanages all spectrum
    allocation
       FCC
       National Telecommunications and Information
        Administration (NTIA)
   Spectrum allocated to a specific entity for a
    specific use and specific technology
   Little or no flexibility how licensees can utilize
    spectrum
04/01/13            Copyright 2003 Robert J. 26
                                             Berger & GLOCO
Exclusive Use Model
    Allocates spectrum as property
    Spectrum holder can do whatever they want
     with it
        Within the power and interference technical
         requirements
    Can lease/resell all or portions to create
     secondary markets
    Economists believe this will evolve spectrum
     to its “Highest Value”

04/01/13           Copyright 2003 Robert J. 27
                                            Berger & GLOCO
Spectrum Commons Model
    Unlimited unlicensed users share spectrum
     via technological mechanisms
    802.11 WLANs proved the value
        Already US$2B Industry and growing rapidly
    Still rules and limitations on how Spectrum is
     used
        Power per hertz, freq range, geographical, etc.
    Marketplace of devices, services and
     technology

04/01/13           Copyright 2003 Robert J. 28
                                            Berger & GLOCO
Creating a Spectrum
Commons




04/01/13   Copyright 2003 Robert J. Berger & GLOCOM   29
Sharing Spectrum thru
         Technology, Not Politics
   Spectrum is infinitely divisible
   Tech determines physical access to
    usable spectrum                               9 Politics
   Tech possibilities are just beginning         8 Economics
        Most legacy systems are based on early   7 Application
         20th century technology                  6 Presentation
        Cell phones and 802.11 use primitive     5 Session
         sharing
                                                  4 Transport TCP/UDP
   Multi-dimensional real-time sharing by
    space, frequency, time, coding, mesh
                                                  3 Network         IP
                                                  2 Data Link (MAC)
                                                  1 Physical 802.11
    has no comparison to today’s limited
    capacity



     04/01/13                Copyright 2003 Robert J. 30
                                                      Berger & GLOCO
FCC SPTF Commons
     Suggestions
   A Low Power Underlay
        Spread Spectrum, UWB, and other tech to utilize
         new capacity in the noise floor of legacy systems
        Interference Temperature defines noise floor
   Dynamic Reuse of idle spectrum
        Sense and utilize local spectrum being unused by
         primary, release as soon as primary uses it.
        Geographical / Guard Bands
        Max power determined by local conditions + rules
         set by FCC and/or primary licensee
    04/01/13           Copyright 2003 Robert J. 31
                                                Berger & GLOCO
Interference Temperature
    A paradigm for assessing the
     interference in an environment
    A quantitative measurement that allows
     for technology based access control to
     spectrum
    Measures the RF power available at the
     receiving antenna per unit bandwidth.

04/01/13      Copyright 2003 Robert J. 32
                                       Berger & GLOCO
Interference Temperature
   Metric to establish maximum permissible levels of interference
   Characterizes the worst case environment in which a receiver
    would be expected to operate.
   Different threshold levels could be set for each band,
    geographic region or service,




    04/01/13            Copyright 2003 Robert J. 33
                                                 Berger & GLOCO
Creating an Underlay
       Commons
Receiver
Power at




               Distance from licensed transmitting antenna
    04/01/13           Copyright 2003 Robert J. 34
                                                Berger & GLOCO
Agile Radio Enables Dynamic
 Sharing
    Also known as Cognitive or Software Defined Radio
     (SDR)
    Dynamically discovers + utilizes local unused
     spectrum in real-time
        Takes advantage of “White Space” in spectrum allocations
        Releases slices of spectrum if primary licensee starts to use
         it also
        Scales power based on application, local condition and rules
         set by FCC and/or Primary Licensee
    Combine with Spread Spectrum and UWB



04/01/13             Copyright 2003 Robert J. 35
                                              Berger & GLOCO
Example Agile Use of
 Spectrum
    Legacy uses such as TV do not
     allow adjacent channels in the
     same geographical location due
     to primitive receivers            Channel Channel
    Agile Radio could use low power      6       7
     channel 5 inside of channel 6
     and 7 coverage areas                 Channel
    Could use any channel at higher         5
     power outside of their and
     adjacent channels in areas
     where they are not allocated

04/01/13         Copyright 2003 Robert J. 36
                                          Berger & GLOCO
SPTF Recommendations
    Designate additional bands for unlicensed use
    Pursue secondary markets for use of licensed
     spectrum
    Government granted easements to licensed
     spectrum to enable a commons for low power
     non-interfering users
    Promote spectrum flexibility in rural areas
    Promote experimental spectrum allocations

04/01/13         Copyright 2003 Robert J. 37
                                          Berger & GLOCO
Some Public Responses




04/01/13   Copyright 2003 Robert J. Berger & GLOCOM   38
Big Bang Auction of Spectrum
    Championed by FCC Economists Evan Kwerel and John Williams
    Existing spectrum licensees incentivized to put “their” spectrum up
     for auction
         Not required, but if they don’t, their use of the spectrum continues to be
          bound by old rules
         Get to keep all the proceeds from their sale
    Government (including military) puts all its spectrum in the auction
         Government can “buy back” spectrum for government (military, public
          safety) or public “Spectrum Parks”
    Purchasers can aggregate spectrum
    Corporations or Organizations can buy spectrum for “unlicensed”
     uses
         WiFi Alliance could buy spectrum for 802.11 for instance


    04/01/13                 Copyright 2003 Robert J. 39
                                                      Berger & GLOCO
Faulhaber & Farber Proposal
   Place all spectrum into the market, using Big Bang
   Ownership model: Fee simple with non-interference
    easement
        I own the spectrum and have absolute use priority; others can
         use it but only if they don’t interfere with this absolute use priority
             UWB, agile radio, mesh networks OK; “virtual commons”
             Monitoring and enforcement = transactions costs
   Gov’t (at all levels) and private groups can own spectrum
    and make it available for commons use: “spectrum
    parks”


    04/01/13                Copyright 2003 Robert J. 40
                                                     Berger & GLOCO
Concerns with Faulhaber &
 Farber Proposal
    Better than a pure Private Property Model
    Still assumes spectrum as private property should be
     the dominant model
        Does not show that the benefits outweigh its costs
        Treats the Commons as a hedge
    Still constrains Commons opportunity
    Promotes permanent grant of private property
        Provides no revisability when technology or applications
         change
   Not enough information to make such final and
    irrevocable decision
04/01/13          Copyright 2003 Robert J. 41
                                           Berger & GLOCO
Technology based Commons
    Advocated by many technologists and
     consumer advocates
        David Reed (MIT), Yochai Benkler (NYU School of
         Law), Lawrence Lessig (Stanford) Dewayne
         Hendricks (Dandin Group) among others
    New Tech utilizes spectrum more efficiently
        Works best with large swaths of spectrum
        Underlays & Agile radios can allow for transition
         from legacy
        Industry Standards and technology manage most
         sharing issues
04/01/13           Copyright 2003 Robert J. 42
                                            Berger & GLOCO
National Association of
     Broadcasters (NAB)
   Mostly concerned with protecting their existing “rights”
   Maintain that they are defenders of public interest with
    “free” Television
        Against auctions because they undervalue the public interest
         benefits
        Claim they are already “setting new standards in spectral
         efficiency”
   Against commons for fear of interference with old radios
    and TVs
   Consider the Cellular industry their biggest threat in terms
    of spectrum


    04/01/13              Copyright 2003 Robert J. 43
                                                   Berger & GLOCO
Cellular Telecommunications
    & Internet Association (CTIA)
   Represents the Cellular / Mobile Phone Industry
   Aggressively supports spectrum policy reform
       Cellular industry wants more spectrum for more
        capacity
   Against “giving non-viable incumbents flexibility
    to provide any service”
       I.E. allowing TV stations to compete with Mobile
        Phone Companies
   Against underlay in already allocated bands
       Ok for new licenses where it can be explicitly stated

04/01/13             Copyright 2003 Robert J. 44
                                              Berger & GLOCO
Motorola: Go slow, mostly
 licensed, some unlicensed ok
    Offered two technical papers
        Good analysis of mesh networks
        Raises questions on ability of cognitive radios to
         release spectrum fast enough
        Still seems more FUD to slow down new tech
    Supports R&D in mesh and cognitive radios
        But not immediate roll out or licensing
    Supports more unlicensed spectrum
        Some in 5Ghz, but most in 10Ghz and above

04/01/13            Copyright 2003 Robert J. 45
                                             Berger & GLOCO
Satellite Broadcasting &
 Communications Association
    Protect DBS receivers from Terrestrial
     Interference
        Concerned with sharing spectrum with terrestrial
         Multi-channel Video Distribution and Data Service
         (MVDDS)
    Against underlays and unlicensed spectrum
        Current DBS receivers are easily interfered with
        GPS is very sensitive to interference
        Fear of near channel overlap on satellite radio

04/01/13           Copyright 2003 Robert J. 46
                                            Berger & GLOCO
National Association of
    Amateur Radio (ARRL)
   Amateur Operators use to be radio innovators
       Since the IC and Digital revolutions Amateurs have
        not been as involved
       Now are mostly legacy users
   FCC should use the SPTF for planning
       No Big Bang / privatization of spectrum
         
             Unless Amateur’s get their own “Public Park”
   Concerns of unlicensed spectrum
       Proper policing of power and other tech constraints
   Supports the need for regulation of receivers
04/01/13                 Copyright 2003 Robert J. 47
                                                  Berger & GLOCO
Consumer Federation of
 America
    Pro-consumer advocacy organization
    Considers spectrum to be a “First
     Amendment (Freedom of Speech) asset of
     citizens
        Privatization of spectrum would limit free speech
    Selling of spectrum would accelerate
     consolidation of media
    Supports Spectrum Commons

04/01/13           Copyright 2003 Robert J. 48
                                            Berger & GLOCO
Microsoft: Unlicensed Spectrum
 will Unleash Broadband
    Unlicensed wireless can break the broadband
     bottleneck
        Allows the Internet to “route around” incumbents
         Telcos who are slow to build broadband
        Allows end users to finance broadband builds
    Supports Spectrum Commons and additional
     unlicensed spectrum
        Believe there should be “rules of the road” to
         facilitate sharing of spectrum

04/01/13           Copyright 2003 Robert J. 49
                                            Berger & GLOCO
Cisco: Unlicensed Spectrum
 for the Network Revolution
    Similar to Microsoft’s points
    Some additional points of Cisco:
        More commons, less private spectrum
         ownership
        Don’t get stuck on international spectrum
         harmonization



04/01/13          Copyright 2003 Robert J. 50
                                           Berger & GLOCO
XtremeSpectrum: UWB; new
 understanding of Interference
    Manufacturer of UWB technology
    Current vague definition of interference
     be replaced by explicit definition
        The new “Interference Temperature is a
         good start.
        Specify minimal capabilities of receivers to
         reject interference
        Translate that into max permissible
         emissions levels for underlay technology
04/01/13          Copyright 2003 Robert J. 51
                                           Berger & GLOCO
Potential Action Items




04/01/13   Copyright 2003 Robert J. Berger & GLOCOM   52
Policy Recommendations
   Avoid irrevocable and difficult to change policies
       Privatizing large amounts of spectrum would be difficult to reverse
       Technology is just beginning
   Enable some form of “easements” on existing and new
    licenses to allow for underlays and agile radios.
   Be explicit with legacy incumbent licenses
       Much of the issues of the report were concerning incumbents, but
        were not openly discussed as such
       Treat incumbents as a transition issue, not assume that they should
        be incumbents forever


        04/01/13             Copyright 2003 Robert J. 53
                                                      Berger & GLOCO
Reality Checks
   Spectrum Utilization Audits
       See how spectrum is really being used in various regions
   Analyze capacity of spectrum
       Consider several dense usage scenarios using data from
        the spectrum audits and demand growth profiles
       Calculate various spectrum utilizations with different
        technology assumptions
       See how often there is really a “tragedy of the commons”



        04/01/13         Copyright 2003 Robert J. 54
                                                  Berger & GLOCO
Consortium to develop Open
 Spectrum Technologies
    Open Spectrum will be a boon for
     hardware device manufacturers
    Japan could lead in Open Spectrum
     device technology
    A consortium to develop core
     technologies could be highly leveraged
    Radio Haven in a secondary market
     would be an excellent test environment

04/01/13      Copyright 2003 Robert J. 55
                                       Berger & GLOCO
Status: Major Fork in the Road
    FCC & Industry split
        Economists &
         Incumbents like Property
         Models
        Technologists & Internet
         types like Commons
    Surprising support for
     commons though
        Boxer/Allen Senate Bill
        Pronouncements from
         Chairman Powell
         considering making
         unused TV bands
         unlicensed
04/01/13             Copyright 2003 Robert J. 56
                                              Berger & GLOCO

More Related Content

What's hot

Ultra-wide band communication system: Term paper _class presentation on wirel...
Ultra-wide band communication system: Term paper _class presentation on wirel...Ultra-wide band communication system: Term paper _class presentation on wirel...
Ultra-wide band communication system: Term paper _class presentation on wirel...prajon
 
Radio Over Fiber
Radio Over Fiber Radio Over Fiber
Radio Over Fiber Tareq Qazi
 
Medical sensing, localization, and communications usingultra wideband technol...
Medical sensing, localization, and communications usingultra wideband technol...Medical sensing, localization, and communications usingultra wideband technol...
Medical sensing, localization, and communications usingultra wideband technol...The Research Council of Norway, IKTPLUSS
 
Software defined radio technology : ITB research activities
Software defined radio technology : ITB research activitiesSoftware defined radio technology : ITB research activities
Software defined radio technology : ITB research activitiesDr.Joko Suryana
 
Introduction to Wireless Communication
Introduction to Wireless CommunicationIntroduction to Wireless Communication
Introduction to Wireless CommunicationDilum Bandara
 
Diversity Techniques in mobile communications
Diversity Techniques in mobile communicationsDiversity Techniques in mobile communications
Diversity Techniques in mobile communicationsDiwaker Pant
 
Radio overfiber tutorial_iwt_2013_nggo
Radio overfiber tutorial_iwt_2013_nggoRadio overfiber tutorial_iwt_2013_nggo
Radio overfiber tutorial_iwt_2013_nggoNeil Guerrero Gonzalez
 
Ultra wideband technology (UWB)
Ultra wideband technology (UWB)Ultra wideband technology (UWB)
Ultra wideband technology (UWB)Mustafa Khaleel
 
Uwb powerpoint
Uwb powerpointUwb powerpoint
Uwb powerpointArif Ahmed
 
A seminar on ultra wide band
A seminar on ultra wide band A seminar on ultra wide band
A seminar on ultra wide band Ghanshyam Yadav
 
multi standard multi-band receivers for wireless applications
multi standard  multi-band receivers for wireless applicationsmulti standard  multi-band receivers for wireless applications
multi standard multi-band receivers for wireless applicationsHossam Hassan
 
Understanding RF Fundamentals and the Radio Design of Wireless Networks
Understanding RF Fundamentals and the Radio Design of Wireless NetworksUnderstanding RF Fundamentals and the Radio Design of Wireless Networks
Understanding RF Fundamentals and the Radio Design of Wireless NetworksCisco Mobility
 
Tendencias en el uso eficiente del espectro limitado de radio
Tendencias en el uso eficiente del espectro limitado de radioTendencias en el uso eficiente del espectro limitado de radio
Tendencias en el uso eficiente del espectro limitado de radioDaniel Osorio
 
octoBox stackable anechoic wireless testbed
octoBox stackable anechoic wireless testbedoctoBox stackable anechoic wireless testbed
octoBox stackable anechoic wireless testbedFanny Mlinarsky
 
Distance Measurements using Ultra Wide-Band (UWB)
Distance Measurements using Ultra Wide-Band (UWB)Distance Measurements using Ultra Wide-Band (UWB)
Distance Measurements using Ultra Wide-Band (UWB)Iqbal Hossain
 
PhySec_MassiveMIMO
PhySec_MassiveMIMOPhySec_MassiveMIMO
PhySec_MassiveMIMOJun Zhu
 

What's hot (19)

Ultra-wide band communication system: Term paper _class presentation on wirel...
Ultra-wide band communication system: Term paper _class presentation on wirel...Ultra-wide band communication system: Term paper _class presentation on wirel...
Ultra-wide band communication system: Term paper _class presentation on wirel...
 
MIMO Testing
MIMO TestingMIMO Testing
MIMO Testing
 
Rf basics
Rf basicsRf basics
Rf basics
 
Radio Over Fiber
Radio Over Fiber Radio Over Fiber
Radio Over Fiber
 
Medical sensing, localization, and communications usingultra wideband technol...
Medical sensing, localization, and communications usingultra wideband technol...Medical sensing, localization, and communications usingultra wideband technol...
Medical sensing, localization, and communications usingultra wideband technol...
 
Software defined radio technology : ITB research activities
Software defined radio technology : ITB research activitiesSoftware defined radio technology : ITB research activities
Software defined radio technology : ITB research activities
 
Introduction to Wireless Communication
Introduction to Wireless CommunicationIntroduction to Wireless Communication
Introduction to Wireless Communication
 
Diversity Techniques in mobile communications
Diversity Techniques in mobile communicationsDiversity Techniques in mobile communications
Diversity Techniques in mobile communications
 
Radio overfiber tutorial_iwt_2013_nggo
Radio overfiber tutorial_iwt_2013_nggoRadio overfiber tutorial_iwt_2013_nggo
Radio overfiber tutorial_iwt_2013_nggo
 
Ultra wideband technology (UWB)
Ultra wideband technology (UWB)Ultra wideband technology (UWB)
Ultra wideband technology (UWB)
 
Uwb powerpoint
Uwb powerpointUwb powerpoint
Uwb powerpoint
 
A seminar on ultra wide band
A seminar on ultra wide band A seminar on ultra wide band
A seminar on ultra wide band
 
multi standard multi-band receivers for wireless applications
multi standard  multi-band receivers for wireless applicationsmulti standard  multi-band receivers for wireless applications
multi standard multi-band receivers for wireless applications
 
Understanding RF Fundamentals and the Radio Design of Wireless Networks
Understanding RF Fundamentals and the Radio Design of Wireless NetworksUnderstanding RF Fundamentals and the Radio Design of Wireless Networks
Understanding RF Fundamentals and the Radio Design of Wireless Networks
 
Tendencias en el uso eficiente del espectro limitado de radio
Tendencias en el uso eficiente del espectro limitado de radioTendencias en el uso eficiente del espectro limitado de radio
Tendencias en el uso eficiente del espectro limitado de radio
 
octoBox stackable anechoic wireless testbed
octoBox stackable anechoic wireless testbedoctoBox stackable anechoic wireless testbed
octoBox stackable anechoic wireless testbed
 
Ultra_Wide_Band_ppt
Ultra_Wide_Band_pptUltra_Wide_Band_ppt
Ultra_Wide_Band_ppt
 
Distance Measurements using Ultra Wide-Band (UWB)
Distance Measurements using Ultra Wide-Band (UWB)Distance Measurements using Ultra Wide-Band (UWB)
Distance Measurements using Ultra Wide-Band (UWB)
 
PhySec_MassiveMIMO
PhySec_MassiveMIMOPhySec_MassiveMIMO
PhySec_MassiveMIMO
 

Viewers also liked

Personal Object Technology
Personal Object TechnologyPersonal Object Technology
Personal Object TechnologyRobert Berger
 
The Linux Probability Wave
The Linux Probability WaveThe Linux Probability Wave
The Linux Probability WaveRobert Berger
 
Wireless commonsense fontsfixed
Wireless commonsense fontsfixedWireless commonsense fontsfixed
Wireless commonsense fontsfixedRobert Berger
 
Facilitating Distributed Last Mile Broadband Access Providers
Facilitating Distributed Last Mile Broadband Access ProvidersFacilitating Distributed Last Mile Broadband Access Providers
Facilitating Distributed Last Mile Broadband Access ProvidersRobert Berger
 
Orchestrating HBase Cluster Deployment with Ironfan and Chef
Orchestrating HBase Cluster Deployment with Ironfan and ChefOrchestrating HBase Cluster Deployment with Ironfan and Chef
Orchestrating HBase Cluster Deployment with Ironfan and ChefRobert Berger
 
Scaling Runa Inc Big Data e-commerce service with AWS
Scaling Runa Inc Big Data e-commerce service with AWSScaling Runa Inc Big Data e-commerce service with AWS
Scaling Runa Inc Big Data e-commerce service with AWSRobert Berger
 

Viewers also liked (6)

Personal Object Technology
Personal Object TechnologyPersonal Object Technology
Personal Object Technology
 
The Linux Probability Wave
The Linux Probability WaveThe Linux Probability Wave
The Linux Probability Wave
 
Wireless commonsense fontsfixed
Wireless commonsense fontsfixedWireless commonsense fontsfixed
Wireless commonsense fontsfixed
 
Facilitating Distributed Last Mile Broadband Access Providers
Facilitating Distributed Last Mile Broadband Access ProvidersFacilitating Distributed Last Mile Broadband Access Providers
Facilitating Distributed Last Mile Broadband Access Providers
 
Orchestrating HBase Cluster Deployment with Ironfan and Chef
Orchestrating HBase Cluster Deployment with Ironfan and ChefOrchestrating HBase Cluster Deployment with Ironfan and Chef
Orchestrating HBase Cluster Deployment with Ironfan and Chef
 
Scaling Runa Inc Big Data e-commerce service with AWS
Scaling Runa Inc Big Data e-commerce service with AWSScaling Runa Inc Big Data e-commerce service with AWS
Scaling Runa Inc Big Data e-commerce service with AWS
 

Similar to Open spectrum

4 g communication
4 g communication4 g communication
4 g communicationVARUN KUMAR
 
Cognitive Radio: An Emerging trend for better Spectrum Utilization
Cognitive Radio: An Emerging trend for better Spectrum UtilizationCognitive Radio: An Emerging trend for better Spectrum Utilization
Cognitive Radio: An Emerging trend for better Spectrum UtilizationEditor IJCATR
 
SYNOPSIS ON IMPLEMENTING SC-FDMA AND OFDMA IN MATLAB
SYNOPSIS ON IMPLEMENTING SC-FDMA AND  OFDMA IN MATLAB  SYNOPSIS ON IMPLEMENTING SC-FDMA AND  OFDMA IN MATLAB
SYNOPSIS ON IMPLEMENTING SC-FDMA AND OFDMA IN MATLAB Murtadha ali shukur
 
Channel Coding and Clipping in OFDM for WiMAX using SDR
Channel Coding and Clipping in OFDM for WiMAX using SDRChannel Coding and Clipping in OFDM for WiMAX using SDR
Channel Coding and Clipping in OFDM for WiMAX using SDRidescitation
 
Extreme Bandwidth Wireless Area Networks Utilizing Terahertz Frequencies
Extreme Bandwidth Wireless Area Networks Utilizing Terahertz FrequenciesExtreme Bandwidth Wireless Area Networks Utilizing Terahertz Frequencies
Extreme Bandwidth Wireless Area Networks Utilizing Terahertz FrequenciesArmando Cajahuaringa
 
2009 IEEE AP-S-Compact Coaxial-Line-Fed Printed Monopole Antenna for Lower-Ba...
2009 IEEE AP-S-Compact Coaxial-Line-Fed Printed Monopole Antenna for Lower-Ba...2009 IEEE AP-S-Compact Coaxial-Line-Fed Printed Monopole Antenna for Lower-Ba...
2009 IEEE AP-S-Compact Coaxial-Line-Fed Printed Monopole Antenna for Lower-Ba...Saou-Wen Su
 
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSSCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSijasuc
 
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSSCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSijasuc
 
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSSCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSijasuc
 
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSSCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSijasuc
 
Welcome to International Journal of Engineering Research and Development (IJERD)
Welcome to International Journal of Engineering Research and Development (IJERD)Welcome to International Journal of Engineering Research and Development (IJERD)
Welcome to International Journal of Engineering Research and Development (IJERD)IJERD Editor
 
A Comparison on Different Techniques for PAPR and BER Reduction in OFDM Commu...
A Comparison on Different Techniques for PAPR and BER Reduction in OFDM Commu...A Comparison on Different Techniques for PAPR and BER Reduction in OFDM Commu...
A Comparison on Different Techniques for PAPR and BER Reduction in OFDM Commu...IRJET Journal
 
Wireless networks by Engineer Geremew T,
Wireless networks by Engineer Geremew T,Wireless networks by Engineer Geremew T,
Wireless networks by Engineer Geremew T,GeremewTefera1
 
Energy Detection Techniques for Cognitive Radio over Different Fading Channel...
Energy Detection Techniques for Cognitive Radio over Different Fading Channel...Energy Detection Techniques for Cognitive Radio over Different Fading Channel...
Energy Detection Techniques for Cognitive Radio over Different Fading Channel...IRJET Journal
 
How Can CoMP Extend 5G NR to High Capacity & Ultra-Reliable Communications?
 How Can CoMP Extend 5G NR to High Capacity & Ultra-Reliable Communications? How Can CoMP Extend 5G NR to High Capacity & Ultra-Reliable Communications?
How Can CoMP Extend 5G NR to High Capacity & Ultra-Reliable Communications?Qualcomm Research
 
FUNDAMENTALS OF MICROWAVE RADIO COMMUNICATION FOR IP AND TDM
FUNDAMENTALS OF MICROWAVE RADIO COMMUNICATION FOR IP AND TDMFUNDAMENTALS OF MICROWAVE RADIO COMMUNICATION FOR IP AND TDM
FUNDAMENTALS OF MICROWAVE RADIO COMMUNICATION FOR IP AND TDMCarlos Antonio Leal Saballos
 

Similar to Open spectrum (20)

4 g communication
4 g communication4 g communication
4 g communication
 
Cognitive Radio: An Emerging trend for better Spectrum Utilization
Cognitive Radio: An Emerging trend for better Spectrum UtilizationCognitive Radio: An Emerging trend for better Spectrum Utilization
Cognitive Radio: An Emerging trend for better Spectrum Utilization
 
SYNOPSIS ON IMPLEMENTING SC-FDMA AND OFDMA IN MATLAB
SYNOPSIS ON IMPLEMENTING SC-FDMA AND  OFDMA IN MATLAB  SYNOPSIS ON IMPLEMENTING SC-FDMA AND  OFDMA IN MATLAB
SYNOPSIS ON IMPLEMENTING SC-FDMA AND OFDMA IN MATLAB
 
Channel Coding and Clipping in OFDM for WiMAX using SDR
Channel Coding and Clipping in OFDM for WiMAX using SDRChannel Coding and Clipping in OFDM for WiMAX using SDR
Channel Coding and Clipping in OFDM for WiMAX using SDR
 
Bse 3106 wifi
Bse 3106 wifiBse 3106 wifi
Bse 3106 wifi
 
Extreme Bandwidth Wireless Area Networks Utilizing Terahertz Frequencies
Extreme Bandwidth Wireless Area Networks Utilizing Terahertz FrequenciesExtreme Bandwidth Wireless Area Networks Utilizing Terahertz Frequencies
Extreme Bandwidth Wireless Area Networks Utilizing Terahertz Frequencies
 
2009 IEEE AP-S-Compact Coaxial-Line-Fed Printed Monopole Antenna for Lower-Ba...
2009 IEEE AP-S-Compact Coaxial-Line-Fed Printed Monopole Antenna for Lower-Ba...2009 IEEE AP-S-Compact Coaxial-Line-Fed Printed Monopole Antenna for Lower-Ba...
2009 IEEE AP-S-Compact Coaxial-Line-Fed Printed Monopole Antenna for Lower-Ba...
 
201 209
201 209201 209
201 209
 
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSSCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
 
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSSCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
 
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSSCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
 
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONSSCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
SCALABILITY CONCERNS OF CHIRP SPREAD SPECTRUM FOR LPWAN APPLICATIONS
 
Welcome to International Journal of Engineering Research and Development (IJERD)
Welcome to International Journal of Engineering Research and Development (IJERD)Welcome to International Journal of Engineering Research and Development (IJERD)
Welcome to International Journal of Engineering Research and Development (IJERD)
 
Dd33630634
Dd33630634Dd33630634
Dd33630634
 
Dd33630634
Dd33630634Dd33630634
Dd33630634
 
A Comparison on Different Techniques for PAPR and BER Reduction in OFDM Commu...
A Comparison on Different Techniques for PAPR and BER Reduction in OFDM Commu...A Comparison on Different Techniques for PAPR and BER Reduction in OFDM Commu...
A Comparison on Different Techniques for PAPR and BER Reduction in OFDM Commu...
 
Wireless networks by Engineer Geremew T,
Wireless networks by Engineer Geremew T,Wireless networks by Engineer Geremew T,
Wireless networks by Engineer Geremew T,
 
Energy Detection Techniques for Cognitive Radio over Different Fading Channel...
Energy Detection Techniques for Cognitive Radio over Different Fading Channel...Energy Detection Techniques for Cognitive Radio over Different Fading Channel...
Energy Detection Techniques for Cognitive Radio over Different Fading Channel...
 
How Can CoMP Extend 5G NR to High Capacity & Ultra-Reliable Communications?
 How Can CoMP Extend 5G NR to High Capacity & Ultra-Reliable Communications? How Can CoMP Extend 5G NR to High Capacity & Ultra-Reliable Communications?
How Can CoMP Extend 5G NR to High Capacity & Ultra-Reliable Communications?
 
FUNDAMENTALS OF MICROWAVE RADIO COMMUNICATION FOR IP AND TDM
FUNDAMENTALS OF MICROWAVE RADIO COMMUNICATION FOR IP AND TDMFUNDAMENTALS OF MICROWAVE RADIO COMMUNICATION FOR IP AND TDM
FUNDAMENTALS OF MICROWAVE RADIO COMMUNICATION FOR IP AND TDM
 

Recently uploaded

04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024The Digital Insurer
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesSinan KOZAK
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEarley Information Science
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 

Recently uploaded (20)

04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen Frames
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 

Open spectrum

  • 1. Open Spectrum New Technology / FCC SPTF Impact and Policy Implications Robert J. Berger Glocom Visiting Research Fellow Rberger@glocom.ac.jp 04/01/13 Copyright 2003 Robert J. Berger & GLOCOM 1
  • 2. Introduction  The FCC formed a Spectrum Policy Task Force (SPTF) in June 2002 to identify and evaluate changes in spectrum policy that will increase the public benefits derived from the use of radio spectrum.  This was the first time that there was a comprehensive and systematic review of FCC spectrum policy. 04/01/13 Copyright 2003 Robert J. 2 Berger & GLOCO
  • 3. FCC Interest in Spectrum Policy Reform 04/01/13 Copyright 2003 Robert J. Berger & GLOCOM 3
  • 4. Interest in new spectrum access models  FCC has not kept up with the pace of communication tech and accelerating demand for spectrum  Current “Command + Control” policy and procedures micromanage spectrum  Thus it is outmoded and obsolete  Need “out-of-the-box” ways to allocate and maximize spectrum access  Find ways to maximize public benefits delivered through spectrum based services and devices 04/01/13 Copyright 2003 Robert J. 4 Berger & GLOCO
  • 5. Drivers for Spectrum Policy Reform  Explosive Demand for Spectrum-Based Services and Devices  Technological Advances: Enabling Changes in Spectrum Policy  Increased Access: Mitigating Scarcity of Spectrum Resources 04/01/13 Copyright 2003 Robert J. 5 Berger & GLOCO
  • 6. Explosive Demand for Spectrum- Based Services and Devices  Consistently underestimated demand  1994 projected 54M mobile phone users for 2000  Actual number of users in 2000 was 110M  Unlicensed band (2.4Ghz) spurred explosion of new devices and services  $2.9B IN 2002  New tech allows for devices paid for & controlled by millions of end users  Old policies based on small number of licensees (broadcasters) 04/01/13 Copyright 2003 Robert J. 6 Berger & GLOCO
  • 7. Tech Advances: Enabling Changes in Spectrum Policy  Digital Signal Processing allows for radical new modulation techniques  Wideband Spread Spectrum  Ultra-Wideband pulse  Very low power per hertz  Cognitive / Software Defined Radios  Dynamically and Intelligently utilize and share spectrum  Moore’s Law makes it practical and affordable (and inevitable) 04/01/13 Copyright 2003 Robert J. 7 Berger & GLOCO
  • 8. Increased Access: Mitigating Scarcity of Spectrum Resources  Measurements of actual spectrum utilization in Metro areas showed:  Nearly 100% of spectrum allocated, but only 30% actually used  Looking for new ways to better utilize spectrum  Underlay Spectrum Commons (UWB, Spread Spectrum)  Cognitive Radios dynamically sensing and releasing spectrum  Secondary Markets 04/01/13 Copyright 2003 Robert J. 8 Berger & GLOCO
  • 9. New Technologies Radically new way to utilize & expand the capacity of spectrum 04/01/13 Copyright 2003 Robert J. Berger & GLOCOM 9
  • 10. Some Spectrum Basics image obtained from http://www.lbl.gov/MicroWorlds/ALSTool/EMSpec/EMSpec2.html 04/01/13 Copyright 2003 Robert J. 10 Berger & GLOCO
  • 11. Time vs. Frequency  Time Domain  Wavelength or Pulse Width duration  Viewed with Oscilloscope Time Frequency  Frequency Domain  Cycles / Second  Viewed with Spectrum Analyzer (Spectrograph) 04/01/13 Copyright 2003 Robert J. 11 Berger & GLOCO
  • 12. New tech facilitates sharing beyond 802.11Wireless LAN  Underlay legacy spectrum users  Wideband Spread Spectrum  Ultra-wideband nano-pulses  Pico-watts / Hertz  Intelligently utilize unused local spectrum  Cognitive / Software Defined Radios 04/01/13 Copyright 2003 Robert J. 12 Berger & GLOCO
  • 13. Wideband Spread Spectrum  Trades off Spectrum for power QuickTime™ and aTIFF (Uncompressed) decompressorare needed to see this picture.  Wider spectrum produces more sharing and bandwidth  Called Process Gain  Can underlay legacy narrowband users Graphics from Spread spectrum communications by Jay Fitzsummons, Troy Morris and Tony Parezanovic http://murray.newcastle.edu.au/users/staff/eemf/ELEC351/ SProjects/Morris/project.htm 04/01/13 Copyright 2003 Robert J. 13 Berger & GLOCO
  • 14. Direct Sequence Spread Spectrum  Pseudo-noise (PN- code) mixed with Data to produce the coded signal to modulate a carrier  Looks like noise source centered around the carrier with a bandwidth of the Pseudo-noise QuickTime™ and aTIFF (Uncompressed) decompressorar  Receiver knows PN- code to demodulate signal Graphics from Spread spectrum communications by Jay Fitzsummons, Troy Morris and Tony Parezanovic 04/01/13 Copyright 2003 Robert J. 14 Berger & GLOCO
  • 15. Frequency Hopping Spread Spectrum  Data is conventionally modulated on carrier  SS Bandwidth is carved up to many narrow channels  PN-code selects which channel is utilized as the carrier  Hopping rate is in order of milliseconds / hop thus minimizing interference with legacy narrowband users Graphics from Spread spectrum communications by Jay Fitzsummons, Troy Morris and Tony Parezanovic 04/01/13 Copyright 2003 Robert J. 15 Berger & GLOCO
  • 16. Ultra-wideband nano-pulses  Extremely short pulses instead of carrier waves  10 - 1000 of picoseconds (trillionths of a second) wide in time  1 - 10 Gigahertz wide in frequency  Picowatts of power per hertz (in the noise floor)  Radios can create output signal directly with digital techniques  High precision timing, but Graphics from Scientific American: Wireless Data Blaster low complexity by David G. Leeper 04/01/13 Copyright 2003 Robert J. 16 Berger & GLOCO
  • 17. Ultra-wideband Modulations  Many ways to modulate pulse streams  No Multipath fading  Main issue is precision synchronization  Applications  Communications  Sub-centimeter positioning Graphics from  Thru-wall/ground radar Scientific American: Wireless Data Blaster by David G. Leeper 04/01/13 Copyright 2003 Robert J. 17 Berger & GLOCO
  • 18. Ultra-wideband Status  Feb 2002: US FCC allowed limited use  Less than Part 15 levels below 3.1Ghz  Some restrictions on applications  Several Chip Vendors  Some samples  XtremeSpectrum  Most announcements for mid to late 2003 04/01/13 Copyright 2003 Robert J. 18 Berger & GLOCO
  • 19. Cognitive / Software Defined Radios  Cognitive radio “understands” local conditions and user requirements  Will aggregate bands of spectrum that may be allocated but not being used locally  Software Defined Radio (SDR)  Radio signal modulated/demodulated in software  Can create arbitrary signals  Could be Spread Spectrum, UWB or traditional 04/01/13 Copyright 2003 Robert J. 19 Berger & GLOCO
  • 20. Status of SDRs  Some commercial implementations  Very Limited Applications like multi-band / multi- standard cell phones  Vanu Inc.  SDR Software Developers Kit  Gnu-Radio  Open Source SDR  Military most advanced  DARPA NeXt Generation Communications 04/01/13 Copyright 2003 Robert J. 20 Berger & GLOCO
  • 21. Mesh Networks  End points can relay through other user nodes  Low Power  Route around obstacles  Cooperation Gain Mesh Network Capacity vs Station Density  Total Capacity of Mesh 50 45 14 increases with added 40 12 users / relay nodes 35 30 10 8  Matches low power / high 25 6 process gain tech like 20 Total Capacity 15 4 Spread Spectrum & UWB Per 10 2 5 0 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 Number of Stations 04/01/13 Copyright 2003 Robert J. 21 Berger & GLOCO
  • 22. Status of Mesh Networks  Limited commercial deployment  Nokia Rooftop  First generation product very limited throughput, proprietary and expensive.  For residential / infrastructure use only  http://www.wbs.nokia.com/  Mesh Networks Inc.  Initial product proprietary  Promising an 802.11 based product that supports infrastructure & end user relaying  http://www.meshnetworks.com/  Long history of Military development 04/01/13 Copyright 2003 Robert J. 22 Berger & GLOCO
  • 23. The SPTF Report The Groundbreaking FCC Spectrum Policy Task Force Report 04/01/13 Copyright 2003 Robert J. Berger & GLOCOM 23
  • 24. Rather Incredible Document from a Federal Bureaucracy  9 months from start to finish  Introduces and promotes several concepts that would have been unthinkable only a year ago  Not perfect, several contradictory positions  Will mark a milestone for new regulatory thinking 04/01/13 Copyright 2003 Robert J. 24 Berger & GLOCO
  • 25. Spectrum Rights Models  Command and Control  Current style of regulatory policy  Exclusive Use  Spectrum as Private Property  Spectrum Commons  Technology used to share and manage spectrum 04/01/13 Copyright 2003 Robert J. 25 Berger & GLOCO
  • 26. Command and Control Model  Traditional management of spectrum for the last 80 years  Government agency micromanages all spectrum allocation  FCC  National Telecommunications and Information Administration (NTIA)  Spectrum allocated to a specific entity for a specific use and specific technology  Little or no flexibility how licensees can utilize spectrum 04/01/13 Copyright 2003 Robert J. 26 Berger & GLOCO
  • 27. Exclusive Use Model  Allocates spectrum as property  Spectrum holder can do whatever they want with it  Within the power and interference technical requirements  Can lease/resell all or portions to create secondary markets  Economists believe this will evolve spectrum to its “Highest Value” 04/01/13 Copyright 2003 Robert J. 27 Berger & GLOCO
  • 28. Spectrum Commons Model  Unlimited unlicensed users share spectrum via technological mechanisms  802.11 WLANs proved the value  Already US$2B Industry and growing rapidly  Still rules and limitations on how Spectrum is used  Power per hertz, freq range, geographical, etc.  Marketplace of devices, services and technology 04/01/13 Copyright 2003 Robert J. 28 Berger & GLOCO
  • 29. Creating a Spectrum Commons 04/01/13 Copyright 2003 Robert J. Berger & GLOCOM 29
  • 30. Sharing Spectrum thru Technology, Not Politics  Spectrum is infinitely divisible  Tech determines physical access to usable spectrum 9 Politics  Tech possibilities are just beginning 8 Economics  Most legacy systems are based on early 7 Application 20th century technology 6 Presentation  Cell phones and 802.11 use primitive 5 Session sharing 4 Transport TCP/UDP  Multi-dimensional real-time sharing by space, frequency, time, coding, mesh 3 Network IP 2 Data Link (MAC) 1 Physical 802.11 has no comparison to today’s limited capacity 04/01/13 Copyright 2003 Robert J. 30 Berger & GLOCO
  • 31. FCC SPTF Commons Suggestions  A Low Power Underlay  Spread Spectrum, UWB, and other tech to utilize new capacity in the noise floor of legacy systems  Interference Temperature defines noise floor  Dynamic Reuse of idle spectrum  Sense and utilize local spectrum being unused by primary, release as soon as primary uses it.  Geographical / Guard Bands  Max power determined by local conditions + rules set by FCC and/or primary licensee 04/01/13 Copyright 2003 Robert J. 31 Berger & GLOCO
  • 32. Interference Temperature  A paradigm for assessing the interference in an environment  A quantitative measurement that allows for technology based access control to spectrum  Measures the RF power available at the receiving antenna per unit bandwidth. 04/01/13 Copyright 2003 Robert J. 32 Berger & GLOCO
  • 33. Interference Temperature  Metric to establish maximum permissible levels of interference  Characterizes the worst case environment in which a receiver would be expected to operate.  Different threshold levels could be set for each band, geographic region or service, 04/01/13 Copyright 2003 Robert J. 33 Berger & GLOCO
  • 34. Creating an Underlay Commons Receiver Power at Distance from licensed transmitting antenna 04/01/13 Copyright 2003 Robert J. 34 Berger & GLOCO
  • 35. Agile Radio Enables Dynamic Sharing  Also known as Cognitive or Software Defined Radio (SDR)  Dynamically discovers + utilizes local unused spectrum in real-time  Takes advantage of “White Space” in spectrum allocations  Releases slices of spectrum if primary licensee starts to use it also  Scales power based on application, local condition and rules set by FCC and/or Primary Licensee  Combine with Spread Spectrum and UWB 04/01/13 Copyright 2003 Robert J. 35 Berger & GLOCO
  • 36. Example Agile Use of Spectrum  Legacy uses such as TV do not allow adjacent channels in the same geographical location due to primitive receivers Channel Channel  Agile Radio could use low power 6 7 channel 5 inside of channel 6 and 7 coverage areas Channel  Could use any channel at higher 5 power outside of their and adjacent channels in areas where they are not allocated 04/01/13 Copyright 2003 Robert J. 36 Berger & GLOCO
  • 37. SPTF Recommendations  Designate additional bands for unlicensed use  Pursue secondary markets for use of licensed spectrum  Government granted easements to licensed spectrum to enable a commons for low power non-interfering users  Promote spectrum flexibility in rural areas  Promote experimental spectrum allocations 04/01/13 Copyright 2003 Robert J. 37 Berger & GLOCO
  • 38. Some Public Responses 04/01/13 Copyright 2003 Robert J. Berger & GLOCOM 38
  • 39. Big Bang Auction of Spectrum  Championed by FCC Economists Evan Kwerel and John Williams  Existing spectrum licensees incentivized to put “their” spectrum up for auction  Not required, but if they don’t, their use of the spectrum continues to be bound by old rules  Get to keep all the proceeds from their sale  Government (including military) puts all its spectrum in the auction  Government can “buy back” spectrum for government (military, public safety) or public “Spectrum Parks”  Purchasers can aggregate spectrum  Corporations or Organizations can buy spectrum for “unlicensed” uses  WiFi Alliance could buy spectrum for 802.11 for instance 04/01/13 Copyright 2003 Robert J. 39 Berger & GLOCO
  • 40. Faulhaber & Farber Proposal  Place all spectrum into the market, using Big Bang  Ownership model: Fee simple with non-interference easement  I own the spectrum and have absolute use priority; others can use it but only if they don’t interfere with this absolute use priority  UWB, agile radio, mesh networks OK; “virtual commons”  Monitoring and enforcement = transactions costs  Gov’t (at all levels) and private groups can own spectrum and make it available for commons use: “spectrum parks” 04/01/13 Copyright 2003 Robert J. 40 Berger & GLOCO
  • 41. Concerns with Faulhaber & Farber Proposal  Better than a pure Private Property Model  Still assumes spectrum as private property should be the dominant model  Does not show that the benefits outweigh its costs  Treats the Commons as a hedge  Still constrains Commons opportunity  Promotes permanent grant of private property  Provides no revisability when technology or applications change  Not enough information to make such final and irrevocable decision 04/01/13 Copyright 2003 Robert J. 41 Berger & GLOCO
  • 42. Technology based Commons  Advocated by many technologists and consumer advocates  David Reed (MIT), Yochai Benkler (NYU School of Law), Lawrence Lessig (Stanford) Dewayne Hendricks (Dandin Group) among others  New Tech utilizes spectrum more efficiently  Works best with large swaths of spectrum  Underlays & Agile radios can allow for transition from legacy  Industry Standards and technology manage most sharing issues 04/01/13 Copyright 2003 Robert J. 42 Berger & GLOCO
  • 43. National Association of Broadcasters (NAB)  Mostly concerned with protecting their existing “rights”  Maintain that they are defenders of public interest with “free” Television  Against auctions because they undervalue the public interest benefits  Claim they are already “setting new standards in spectral efficiency”  Against commons for fear of interference with old radios and TVs  Consider the Cellular industry their biggest threat in terms of spectrum 04/01/13 Copyright 2003 Robert J. 43 Berger & GLOCO
  • 44. Cellular Telecommunications & Internet Association (CTIA)  Represents the Cellular / Mobile Phone Industry  Aggressively supports spectrum policy reform  Cellular industry wants more spectrum for more capacity  Against “giving non-viable incumbents flexibility to provide any service”  I.E. allowing TV stations to compete with Mobile Phone Companies  Against underlay in already allocated bands  Ok for new licenses where it can be explicitly stated 04/01/13 Copyright 2003 Robert J. 44 Berger & GLOCO
  • 45. Motorola: Go slow, mostly licensed, some unlicensed ok  Offered two technical papers  Good analysis of mesh networks  Raises questions on ability of cognitive radios to release spectrum fast enough  Still seems more FUD to slow down new tech  Supports R&D in mesh and cognitive radios  But not immediate roll out or licensing  Supports more unlicensed spectrum  Some in 5Ghz, but most in 10Ghz and above 04/01/13 Copyright 2003 Robert J. 45 Berger & GLOCO
  • 46. Satellite Broadcasting & Communications Association  Protect DBS receivers from Terrestrial Interference  Concerned with sharing spectrum with terrestrial Multi-channel Video Distribution and Data Service (MVDDS)  Against underlays and unlicensed spectrum  Current DBS receivers are easily interfered with  GPS is very sensitive to interference  Fear of near channel overlap on satellite radio 04/01/13 Copyright 2003 Robert J. 46 Berger & GLOCO
  • 47. National Association of Amateur Radio (ARRL)  Amateur Operators use to be radio innovators  Since the IC and Digital revolutions Amateurs have not been as involved  Now are mostly legacy users  FCC should use the SPTF for planning  No Big Bang / privatization of spectrum  Unless Amateur’s get their own “Public Park”  Concerns of unlicensed spectrum  Proper policing of power and other tech constraints  Supports the need for regulation of receivers 04/01/13 Copyright 2003 Robert J. 47 Berger & GLOCO
  • 48. Consumer Federation of America  Pro-consumer advocacy organization  Considers spectrum to be a “First Amendment (Freedom of Speech) asset of citizens  Privatization of spectrum would limit free speech  Selling of spectrum would accelerate consolidation of media  Supports Spectrum Commons 04/01/13 Copyright 2003 Robert J. 48 Berger & GLOCO
  • 49. Microsoft: Unlicensed Spectrum will Unleash Broadband  Unlicensed wireless can break the broadband bottleneck  Allows the Internet to “route around” incumbents Telcos who are slow to build broadband  Allows end users to finance broadband builds  Supports Spectrum Commons and additional unlicensed spectrum  Believe there should be “rules of the road” to facilitate sharing of spectrum 04/01/13 Copyright 2003 Robert J. 49 Berger & GLOCO
  • 50. Cisco: Unlicensed Spectrum for the Network Revolution  Similar to Microsoft’s points  Some additional points of Cisco:  More commons, less private spectrum ownership  Don’t get stuck on international spectrum harmonization 04/01/13 Copyright 2003 Robert J. 50 Berger & GLOCO
  • 51. XtremeSpectrum: UWB; new understanding of Interference  Manufacturer of UWB technology  Current vague definition of interference be replaced by explicit definition  The new “Interference Temperature is a good start.  Specify minimal capabilities of receivers to reject interference  Translate that into max permissible emissions levels for underlay technology 04/01/13 Copyright 2003 Robert J. 51 Berger & GLOCO
  • 52. Potential Action Items 04/01/13 Copyright 2003 Robert J. Berger & GLOCOM 52
  • 53. Policy Recommendations  Avoid irrevocable and difficult to change policies  Privatizing large amounts of spectrum would be difficult to reverse  Technology is just beginning  Enable some form of “easements” on existing and new licenses to allow for underlays and agile radios.  Be explicit with legacy incumbent licenses  Much of the issues of the report were concerning incumbents, but were not openly discussed as such  Treat incumbents as a transition issue, not assume that they should be incumbents forever 04/01/13 Copyright 2003 Robert J. 53 Berger & GLOCO
  • 54. Reality Checks  Spectrum Utilization Audits  See how spectrum is really being used in various regions  Analyze capacity of spectrum  Consider several dense usage scenarios using data from the spectrum audits and demand growth profiles  Calculate various spectrum utilizations with different technology assumptions  See how often there is really a “tragedy of the commons” 04/01/13 Copyright 2003 Robert J. 54 Berger & GLOCO
  • 55. Consortium to develop Open Spectrum Technologies  Open Spectrum will be a boon for hardware device manufacturers  Japan could lead in Open Spectrum device technology  A consortium to develop core technologies could be highly leveraged  Radio Haven in a secondary market would be an excellent test environment 04/01/13 Copyright 2003 Robert J. 55 Berger & GLOCO
  • 56. Status: Major Fork in the Road  FCC & Industry split  Economists & Incumbents like Property Models  Technologists & Internet types like Commons  Surprising support for commons though  Boxer/Allen Senate Bill  Pronouncements from Chairman Powell considering making unused TV bands unlicensed 04/01/13 Copyright 2003 Robert J. 56 Berger & GLOCO

Editor's Notes

  1. Time vs Freq diagram from Agilent Spectrum  Analysis  BasicsApplication  Note    http://www.sciam.com/article.cfm?articleID=000780A0-0CA3-1CD4-B4A8809EC588EEDF
  2. In the US, the FCC controls the allocation and use of all spectrum other than that which is used by the US Government / Military. Another two organizations, the National Telecommunications and Information Administration (NTIA) which is part of the Department of Commerce and the Interdepartmental Radio Advisory Committee (IRAC), which is composed of all federal agencies that are major spectrum users.
  3. Exclusive use model attempts to make spectrum private property. A licensee is allocated exclusive and transferable flexible use rights for specified spectrum within a defined geographic area. The flexible use rights are limited primarily by technical rules to protect spectrum users against interference and market forces that should promote usage and hopefully innovation. The fact that the primary licensee can transfer or resell some or all of their rights to the spectrum creates a secondary market. The expectation is that by making spectrum allocations like property, a market economy would emerge that would evolve spectrum use to its “highest value” (at least in economic terms). This is described in more detail in following sections