SlideShare a Scribd company logo

A portable fall detection and alerting system based on k nn algorithm and remote medicine

•Download as DOCX, PDF•
•
I3E Technologies
I3E Technologies

I3E Technologies, #23/A, 2nd Floor SKS Complex, Opp. Bus Stand, Karur-639 001. IEEE PROJECTS AVAILABLE, NON-IEEE PROJECTS AVAILABLE, APPLICATION BASED PROJECTS AVAILABLE, MINI-PROJECTS AVAILABLE.

Engineering
1 of 1
A PORTABLE FALL DETECTION AND ALERTING SYSTEM BASED ON K-NN ALGORITHM AND REMOTE MEDICINE ABSTRACT This paper presents information on a portable fall detection and alerting system mainly consisting of a custom vest and a mobile smart phone. A wearable motion detection sensor integrated with tri-axial accelerometer, gyroscope and Bluetooth is built into a custom vest worn by elderly. The vest can capture the reluctant acceleration and angular velocity about the activities of daily living (ADLs) of elderly in real time. The data via Bluetooth is then sent to a mobile smart phone running a fall detection program based on k-NN algorithm. When a fall occurs the phone can alert a family member or health care center through a call or emergent text message using a built in Global Positioning System. The experimental results show that the system discriminates falls from ADLs with a sensitivity of 95%, and a specificity of 96.67%. This system can provide remote monitoring and timely help for the elderly. Keywords: telemedicine; fall detection; k-NN; smart phone; Bluetooth.

Recommended

Fall Detection Technology Verhaert
Fall Detection Technology VerhaertFall Detection Technology Verhaert
Fall Detection Technology VerhaertVerhaert Masters in Innovation
 
24th JCAART 2009 Conference
24th JCAART 2009 Conference24th JCAART 2009 Conference
24th JCAART 2009 Conferencesuvonvorn
 
Automatic fall detection
Automatic fall detectionAutomatic fall detection
Automatic fall detectionResponse Now Arizona Medical Alerts 928-533-6593
 
I fall ppt
I fall pptI fall ppt
I fall pptAdil Khan
 
smartphone enabled intelligent surveillance system
smartphone enabled intelligent surveillance systemsmartphone enabled intelligent surveillance system
smartphone enabled intelligent surveillance systemSyam Suresh
 
Valdovinos presentation sp13_no_video
Valdovinos presentation sp13_no_videoValdovinos presentation sp13_no_video
Valdovinos presentation sp13_no_videovaldo3333
 
Fall Prevention AgeTech Call 1 28 10
Fall Prevention AgeTech Call 1 28 10Fall Prevention AgeTech Call 1 28 10
Fall Prevention AgeTech Call 1 28 10Laura Mitchell
 
Fall detection slideshow
Fall detection slideshowFall detection slideshow
Fall detection slideshowanilramnanan
 

Recommended

Fall Detection Technology Verhaert
Fall Detection Technology VerhaertFall Detection Technology Verhaert
Fall Detection Technology VerhaertVerhaert Masters in Innovation
 
24th JCAART 2009 Conference
24th JCAART 2009 Conference24th JCAART 2009 Conference
24th JCAART 2009 Conferencesuvonvorn
 
Automatic fall detection
Automatic fall detectionAutomatic fall detection
Automatic fall detectionResponse Now Arizona Medical Alerts 928-533-6593
 
I fall ppt
I fall pptI fall ppt
I fall pptAdil Khan
 
smartphone enabled intelligent surveillance system
smartphone enabled intelligent surveillance systemsmartphone enabled intelligent surveillance system
smartphone enabled intelligent surveillance systemSyam Suresh
 
Valdovinos presentation sp13_no_video
Valdovinos presentation sp13_no_videoValdovinos presentation sp13_no_video
Valdovinos presentation sp13_no_videovaldo3333
 
Fall Prevention AgeTech Call 1 28 10
Fall Prevention AgeTech Call 1 28 10Fall Prevention AgeTech Call 1 28 10
Fall Prevention AgeTech Call 1 28 10Laura Mitchell
 
Fall detection slideshow
Fall detection slideshowFall detection slideshow
Fall detection slideshowanilramnanan
 
Zigbee based smart fall detection and notification system with wearable senso...
Zigbee based smart fall detection and notification system with wearable senso...Zigbee based smart fall detection and notification system with wearable senso...
Zigbee based smart fall detection and notification system with wearable senso...eSAT Journals
 
Fall detection
Fall detectionFall detection
Fall detectionLippo Group Digital
 
SenSocial
SenSocialSenSocial
SenSocialAbhinav Mehrotra
 
ISCRAM 2013: Context Ontology for Humanitarian Assistance in Crisis Response
ISCRAM 2013: Context Ontology for Humanitarian Assistance in Crisis ResponseISCRAM 2013: Context Ontology for Humanitarian Assistance in Crisis Response
ISCRAM 2013: Context Ontology for Humanitarian Assistance in Crisis ResponseISCRAM Events
 
Mobile Score Notification System
Mobile Score Notification SystemMobile Score Notification System
Mobile Score Notification SystemAbdul Rahman Sherzad
 
Common Alerting Protocol and Procedures
Common Alerting Protocol and ProceduresCommon Alerting Protocol and Procedures
Common Alerting Protocol and ProceduresNuwan Waidyanatha
 
ISCRAM 2013: Smartphones as an Alerting, Command and Control System for the P...
ISCRAM 2013: Smartphones as an Alerting, Command and Control System for the P...ISCRAM 2013: Smartphones as an Alerting, Command and Control System for the P...
ISCRAM 2013: Smartphones as an Alerting, Command and Control System for the P...ISCRAM Events
 
METAA Dinner
METAA DinnerMETAA Dinner
METAA Dinnerrobertchappell
 
Dawn Nafus's presentation at eComm 2008
Dawn Nafus's presentation at eComm 2008Dawn Nafus's presentation at eComm 2008
Dawn Nafus's presentation at eComm 2008eComm2008
 
II-SDV 2014 Design and development of a novel Patent Alerting Service (Bayer ...
II-SDV 2014 Design and development of a novel Patent Alerting Service (Bayer ...II-SDV 2014 Design and development of a novel Patent Alerting Service (Bayer ...
II-SDV 2014 Design and development of a novel Patent Alerting Service (Bayer ...Dr. Haxel Consult
 
[CONTEXTS'10] Using context awareness to foster active lifestyles
[CONTEXTS'10] Using context awareness to foster active lifestyles[CONTEXTS'10] Using context awareness to foster active lifestyles
[CONTEXTS'10] Using context awareness to foster active lifestylesJosué Freelance
 
I Cafe Ordering Process
I Cafe Ordering ProcessI Cafe Ordering Process
I Cafe Ordering ProcessI-Café Pilipinas
 
Intelligent Wireless Sensor Network Simulation: Flood Use Case
Intelligent Wireless Sensor Network Simulation: Flood Use CaseIntelligent Wireless Sensor Network Simulation: Flood Use Case
Intelligent Wireless Sensor Network Simulation: Flood Use Casecatherine roussey
 
SensorBand
SensorBandSensorBand
SensorBandFundació TicSalut
 
Fall Detection System for the Elderly based on the Classification of Shimmer ...
Fall Detection System for the Elderly based on the Classification of Shimmer ...Fall Detection System for the Elderly based on the Classification of Shimmer ...
Fall Detection System for the Elderly based on the Classification of Shimmer ...Moiz Ahmed
 
New
NewNew
Newikrrish
 
Add
AddAdd
AddI3E Technologies
 
Design of a low voltage low-dropout regulator
Design of a low voltage low-dropout regulatorDesign of a low voltage low-dropout regulator
Design of a low voltage low-dropout regulatorI3E Technologies
 
An efficient constant multiplier architecture based on vertical horizontal bi...
An efficient constant multiplier architecture based on vertical horizontal bi...An efficient constant multiplier architecture based on vertical horizontal bi...
An efficient constant multiplier architecture based on vertical horizontal bi...I3E Technologies
 
Aging aware reliable multiplier design with adaptive hold logic
Aging aware reliable multiplier design with adaptive hold logicAging aware reliable multiplier design with adaptive hold logic
Aging aware reliable multiplier design with adaptive hold logicI3E Technologies
 
A high performance fir filter architecture for fixed and reconfigurable appli...
A high performance fir filter architecture for fixed and reconfigurable appli...A high performance fir filter architecture for fixed and reconfigurable appli...
A high performance fir filter architecture for fixed and reconfigurable appli...I3E Technologies
 
A generalized algorithm and reconfigurable architecture for efficient and sca...
A generalized algorithm and reconfigurable architecture for efficient and sca...A generalized algorithm and reconfigurable architecture for efficient and sca...
A generalized algorithm and reconfigurable architecture for efficient and sca...I3E Technologies
 

More Related Content

Viewers also liked

Zigbee based smart fall detection and notification system with wearable senso...
Zigbee based smart fall detection and notification system with wearable senso...Zigbee based smart fall detection and notification system with wearable senso...
Zigbee based smart fall detection and notification system with wearable senso...eSAT Journals
 
ISCRAM 2013: Context Ontology for Humanitarian Assistance in Crisis Response
ISCRAM 2013: Context Ontology for Humanitarian Assistance in Crisis ResponseISCRAM 2013: Context Ontology for Humanitarian Assistance in Crisis Response
ISCRAM 2013: Context Ontology for Humanitarian Assistance in Crisis ResponseISCRAM Events
 
Common Alerting Protocol and Procedures
Common Alerting Protocol and ProceduresCommon Alerting Protocol and Procedures
Common Alerting Protocol and ProceduresNuwan Waidyanatha
 
ISCRAM 2013: Smartphones as an Alerting, Command and Control System for the P...
ISCRAM 2013: Smartphones as an Alerting, Command and Control System for the P...ISCRAM 2013: Smartphones as an Alerting, Command and Control System for the P...
ISCRAM 2013: Smartphones as an Alerting, Command and Control System for the P...ISCRAM Events
 
Dawn Nafus's presentation at eComm 2008
Dawn Nafus's presentation at eComm 2008Dawn Nafus's presentation at eComm 2008
Dawn Nafus's presentation at eComm 2008eComm2008
 
II-SDV 2014 Design and development of a novel Patent Alerting Service (Bayer ...
II-SDV 2014 Design and development of a novel Patent Alerting Service (Bayer ...II-SDV 2014 Design and development of a novel Patent Alerting Service (Bayer ...
II-SDV 2014 Design and development of a novel Patent Alerting Service (Bayer ...Dr. Haxel Consult
 
[CONTEXTS'10] Using context awareness to foster active lifestyles
[CONTEXTS'10] Using context awareness to foster active lifestyles[CONTEXTS'10] Using context awareness to foster active lifestyles
[CONTEXTS'10] Using context awareness to foster active lifestylesJosué Freelance
 
Intelligent Wireless Sensor Network Simulation: Flood Use Case
Intelligent Wireless Sensor Network Simulation: Flood Use CaseIntelligent Wireless Sensor Network Simulation: Flood Use Case
Intelligent Wireless Sensor Network Simulation: Flood Use Casecatherine roussey
 
Fall Detection System for the Elderly based on the Classification of Shimmer ...
Fall Detection System for the Elderly based on the Classification of Shimmer ...Fall Detection System for the Elderly based on the Classification of Shimmer ...
Fall Detection System for the Elderly based on the Classification of Shimmer ...Moiz Ahmed
 

Viewers also liked (16)

Zigbee based smart fall detection and notification system with wearable senso...
Zigbee based smart fall detection and notification system with wearable senso...Zigbee based smart fall detection and notification system with wearable senso...
Zigbee based smart fall detection and notification system with wearable senso...
 
Fall detection
Fall detectionFall detection
Fall detection
 
SenSocial
SenSocialSenSocial
SenSocial
 
ISCRAM 2013: Context Ontology for Humanitarian Assistance in Crisis Response
ISCRAM 2013: Context Ontology for Humanitarian Assistance in Crisis ResponseISCRAM 2013: Context Ontology for Humanitarian Assistance in Crisis Response
ISCRAM 2013: Context Ontology for Humanitarian Assistance in Crisis Response
 
Mobile Score Notification System
Mobile Score Notification SystemMobile Score Notification System
Mobile Score Notification System
 
Common Alerting Protocol and Procedures
Common Alerting Protocol and ProceduresCommon Alerting Protocol and Procedures
Common Alerting Protocol and Procedures
 
ISCRAM 2013: Smartphones as an Alerting, Command and Control System for the P...
ISCRAM 2013: Smartphones as an Alerting, Command and Control System for the P...ISCRAM 2013: Smartphones as an Alerting, Command and Control System for the P...
ISCRAM 2013: Smartphones as an Alerting, Command and Control System for the P...
 
METAA Dinner
METAA DinnerMETAA Dinner
METAA Dinner
 
Dawn Nafus's presentation at eComm 2008
Dawn Nafus's presentation at eComm 2008Dawn Nafus's presentation at eComm 2008
Dawn Nafus's presentation at eComm 2008
 
II-SDV 2014 Design and development of a novel Patent Alerting Service (Bayer ...
II-SDV 2014 Design and development of a novel Patent Alerting Service (Bayer ...II-SDV 2014 Design and development of a novel Patent Alerting Service (Bayer ...
II-SDV 2014 Design and development of a novel Patent Alerting Service (Bayer ...
 
[CONTEXTS'10] Using context awareness to foster active lifestyles
[CONTEXTS'10] Using context awareness to foster active lifestyles[CONTEXTS'10] Using context awareness to foster active lifestyles
[CONTEXTS'10] Using context awareness to foster active lifestyles
 
I Cafe Ordering Process
I Cafe Ordering ProcessI Cafe Ordering Process
I Cafe Ordering Process
 
Intelligent Wireless Sensor Network Simulation: Flood Use Case
Intelligent Wireless Sensor Network Simulation: Flood Use CaseIntelligent Wireless Sensor Network Simulation: Flood Use Case
Intelligent Wireless Sensor Network Simulation: Flood Use Case
 
SensorBand
SensorBandSensorBand
SensorBand
 
Fall Detection System for the Elderly based on the Classification of Shimmer ...
Fall Detection System for the Elderly based on the Classification of Shimmer ...Fall Detection System for the Elderly based on the Classification of Shimmer ...
Fall Detection System for the Elderly based on the Classification of Shimmer ...
 
New
NewNew
New
 

More from I3E Technologies

Design of a low voltage low-dropout regulator
Design of a low voltage low-dropout regulatorDesign of a low voltage low-dropout regulator
Design of a low voltage low-dropout regulatorI3E Technologies
 
An efficient constant multiplier architecture based on vertical horizontal bi...
An efficient constant multiplier architecture based on vertical horizontal bi...An efficient constant multiplier architecture based on vertical horizontal bi...
An efficient constant multiplier architecture based on vertical horizontal bi...I3E Technologies
 
Aging aware reliable multiplier design with adaptive hold logic
Aging aware reliable multiplier design with adaptive hold logicAging aware reliable multiplier design with adaptive hold logic
Aging aware reliable multiplier design with adaptive hold logicI3E Technologies
 
A high performance fir filter architecture for fixed and reconfigurable appli...
A high performance fir filter architecture for fixed and reconfigurable appli...A high performance fir filter architecture for fixed and reconfigurable appli...
A high performance fir filter architecture for fixed and reconfigurable appli...I3E Technologies
 
A generalized algorithm and reconfigurable architecture for efficient and sca...
A generalized algorithm and reconfigurable architecture for efficient and sca...A generalized algorithm and reconfigurable architecture for efficient and sca...
A generalized algorithm and reconfigurable architecture for efficient and sca...I3E Technologies
 
A combined sdc sdf architecture for normal i o pipelined radix-2 fft
A combined sdc sdf architecture for normal i o pipelined radix-2 fftA combined sdc sdf architecture for normal i o pipelined radix-2 fft
A combined sdc sdf architecture for normal i o pipelined radix-2 fftI3E Technologies
 
Reverse converter design via parallel prefix adders novel components, method...
Reverse converter design via parallel prefix adders novel components, method...Reverse converter design via parallel prefix adders novel components, method...
Reverse converter design via parallel prefix adders novel components, method...I3E Technologies
 
Pre encoded multipliers based on non-redundant radix-4 signed-digit encoding
Pre encoded multipliers based on non-redundant radix-4 signed-digit encodingPre encoded multipliers based on non-redundant radix-4 signed-digit encoding
Pre encoded multipliers based on non-redundant radix-4 signed-digit encodingI3E Technologies
 
Energy optimized subthreshold vlsi logic family with unbalanced pull up down ...
Energy optimized subthreshold vlsi logic family with unbalanced pull up down ...Energy optimized subthreshold vlsi logic family with unbalanced pull up down ...
Energy optimized subthreshold vlsi logic family with unbalanced pull up down ...I3E Technologies
 
Variable form carrier-based pwm for boost-voltage motor driver with a charge-...
Variable form carrier-based pwm for boost-voltage motor driver with a charge-...Variable form carrier-based pwm for boost-voltage motor driver with a charge-...
Variable form carrier-based pwm for boost-voltage motor driver with a charge-...I3E Technologies
 
Ultrasparse ac link converters
Ultrasparse ac link convertersUltrasparse ac link converters
Ultrasparse ac link convertersI3E Technologies
 
Single inductor dual-output buck–boost power factor correction converter
Single inductor dual-output buck–boost power factor correction converterSingle inductor dual-output buck–boost power factor correction converter
Single inductor dual-output buck–boost power factor correction converterI3E Technologies
 
Ripple minimization through harmonic elimination in asymmetric interleaved mu...
Ripple minimization through harmonic elimination in asymmetric interleaved mu...Ripple minimization through harmonic elimination in asymmetric interleaved mu...
Ripple minimization through harmonic elimination in asymmetric interleaved mu...I3E Technologies
 
Resonance analysis and soft switching design of isolated boost converter with...
Resonance analysis and soft switching design of isolated boost converter with...Resonance analysis and soft switching design of isolated boost converter with...
Resonance analysis and soft switching design of isolated boost converter with...I3E Technologies
 
Reliability evaluation of conventional and interleaved dc–dc boost converters
Reliability evaluation of conventional and interleaved dc–dc boost convertersReliability evaluation of conventional and interleaved dc–dc boost converters
Reliability evaluation of conventional and interleaved dc–dc boost convertersI3E Technologies
 
Power factor corrected zeta converter based improved power quality switched m...
Power factor corrected zeta converter based improved power quality switched m...Power factor corrected zeta converter based improved power quality switched m...
Power factor corrected zeta converter based improved power quality switched m...I3E Technologies
 
Pfc cuk converter fed bldc motor drive
Pfc cuk converter fed bldc motor drivePfc cuk converter fed bldc motor drive
Pfc cuk converter fed bldc motor driveI3E Technologies
 
Optimized operation of current fed dual active bridge dc dc converter for pv ...
Optimized operation of current fed dual active bridge dc dc converter for pv ...Optimized operation of current fed dual active bridge dc dc converter for pv ...
Optimized operation of current fed dual active bridge dc dc converter for pv ...I3E Technologies
 
Online variable topology type photovoltaic grid-connected inverter
Online variable topology type photovoltaic grid-connected inverterOnline variable topology type photovoltaic grid-connected inverter
Online variable topology type photovoltaic grid-connected inverterI3E Technologies
 

More from I3E Technologies (20)

Add
AddAdd
Add
 
Design of a low voltage low-dropout regulator
Design of a low voltage low-dropout regulatorDesign of a low voltage low-dropout regulator
Design of a low voltage low-dropout regulator
 
An efficient constant multiplier architecture based on vertical horizontal bi...
An efficient constant multiplier architecture based on vertical horizontal bi...An efficient constant multiplier architecture based on vertical horizontal bi...
An efficient constant multiplier architecture based on vertical horizontal bi...
 
Aging aware reliable multiplier design with adaptive hold logic
Aging aware reliable multiplier design with adaptive hold logicAging aware reliable multiplier design with adaptive hold logic
Aging aware reliable multiplier design with adaptive hold logic
 
A high performance fir filter architecture for fixed and reconfigurable appli...
A high performance fir filter architecture for fixed and reconfigurable appli...A high performance fir filter architecture for fixed and reconfigurable appli...
A high performance fir filter architecture for fixed and reconfigurable appli...
 
A generalized algorithm and reconfigurable architecture for efficient and sca...
A generalized algorithm and reconfigurable architecture for efficient and sca...A generalized algorithm and reconfigurable architecture for efficient and sca...
A generalized algorithm and reconfigurable architecture for efficient and sca...
 
A combined sdc sdf architecture for normal i o pipelined radix-2 fft
A combined sdc sdf architecture for normal i o pipelined radix-2 fftA combined sdc sdf architecture for normal i o pipelined radix-2 fft
A combined sdc sdf architecture for normal i o pipelined radix-2 fft
 
Reverse converter design via parallel prefix adders novel components, method...
Reverse converter design via parallel prefix adders novel components, method...Reverse converter design via parallel prefix adders novel components, method...
Reverse converter design via parallel prefix adders novel components, method...
 
Pre encoded multipliers based on non-redundant radix-4 signed-digit encoding
Pre encoded multipliers based on non-redundant radix-4 signed-digit encodingPre encoded multipliers based on non-redundant radix-4 signed-digit encoding
Pre encoded multipliers based on non-redundant radix-4 signed-digit encoding
 
Energy optimized subthreshold vlsi logic family with unbalanced pull up down ...
Energy optimized subthreshold vlsi logic family with unbalanced pull up down ...Energy optimized subthreshold vlsi logic family with unbalanced pull up down ...
Energy optimized subthreshold vlsi logic family with unbalanced pull up down ...
 
Variable form carrier-based pwm for boost-voltage motor driver with a charge-...
Variable form carrier-based pwm for boost-voltage motor driver with a charge-...Variable form carrier-based pwm for boost-voltage motor driver with a charge-...
Variable form carrier-based pwm for boost-voltage motor driver with a charge-...
 
Ultrasparse ac link converters
Ultrasparse ac link convertersUltrasparse ac link converters
Ultrasparse ac link converters
 
Single inductor dual-output buck–boost power factor correction converter
Single inductor dual-output buck–boost power factor correction converterSingle inductor dual-output buck–boost power factor correction converter
Single inductor dual-output buck–boost power factor correction converter
 
Ripple minimization through harmonic elimination in asymmetric interleaved mu...
Ripple minimization through harmonic elimination in asymmetric interleaved mu...Ripple minimization through harmonic elimination in asymmetric interleaved mu...
Ripple minimization through harmonic elimination in asymmetric interleaved mu...
 
Resonance analysis and soft switching design of isolated boost converter with...
Resonance analysis and soft switching design of isolated boost converter with...Resonance analysis and soft switching design of isolated boost converter with...
Resonance analysis and soft switching design of isolated boost converter with...
 
Reliability evaluation of conventional and interleaved dc–dc boost converters
Reliability evaluation of conventional and interleaved dc–dc boost convertersReliability evaluation of conventional and interleaved dc–dc boost converters
Reliability evaluation of conventional and interleaved dc–dc boost converters
 
Power factor corrected zeta converter based improved power quality switched m...
Power factor corrected zeta converter based improved power quality switched m...Power factor corrected zeta converter based improved power quality switched m...
Power factor corrected zeta converter based improved power quality switched m...
 
Pfc cuk converter fed bldc motor drive
Pfc cuk converter fed bldc motor drivePfc cuk converter fed bldc motor drive
Pfc cuk converter fed bldc motor drive
 
Optimized operation of current fed dual active bridge dc dc converter for pv ...
Optimized operation of current fed dual active bridge dc dc converter for pv ...Optimized operation of current fed dual active bridge dc dc converter for pv ...
Optimized operation of current fed dual active bridge dc dc converter for pv ...
 
Online variable topology type photovoltaic grid-connected inverter
Online variable topology type photovoltaic grid-connected inverterOnline variable topology type photovoltaic grid-connected inverter
Online variable topology type photovoltaic grid-connected inverter
 

Recently uploaded

Online banking management system project.pdf
Online banking management system project.pdfOnline banking management system project.pdf
Online banking management system project.pdfKamal Acharya
 
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingUNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingrknatarajan
 
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service NashikCall Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
MANUFACTURING PROCESS-II UNIT-1 THEORY OF METAL CUTTING
MANUFACTURING PROCESS-II UNIT-1 THEORY OF METAL CUTTINGMANUFACTURING PROCESS-II UNIT-1 THEORY OF METAL CUTTING
MANUFACTURING PROCESS-II UNIT-1 THEORY OF METAL CUTTINGSIVASHANKAR N
 
AKTU Computer Networks notes --- Unit 3.pdf
AKTU Computer Networks notes --- Unit 3.pdfAKTU Computer Networks notes --- Unit 3.pdf
AKTU Computer Networks notes --- Unit 3.pdfankushspencer015
 
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...Call Girls in Nagpur High Profile
 
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdfONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdfKamal Acharya
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxupamatechverse
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordCCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordAsst.prof M.Gokilavani
 
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINEMANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINESIVASHANKAR N
 
UNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its PerformanceUNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its Performancesivaprakash250
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Christo Ananth
 
Porous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingPorous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingrakeshbaidya232001
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxupamatechverse
 
Extrusion Processes and Their Limitations
Extrusion Processes and Their LimitationsExtrusion Processes and Their Limitations
Extrusion Processes and Their Limitations120cr0395
 
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxIntroduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxupamatechverse
 
UNIT-III FMM. DIMENSIONAL ANALYSIS
UNIT-III FMM. DIMENSIONAL ANALYSISUNIT-III FMM. DIMENSIONAL ANALYSIS
UNIT-III FMM. DIMENSIONAL ANALYSISrknatarajan
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxAsutosh Ranjan
 

Recently uploaded (20)

Online banking management system project.pdf
Online banking management system project.pdfOnline banking management system project.pdf
Online banking management system project.pdf
 
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingUNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
 
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service NashikCall Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
 
MANUFACTURING PROCESS-II UNIT-1 THEORY OF METAL CUTTING
MANUFACTURING PROCESS-II UNIT-1 THEORY OF METAL CUTTINGMANUFACTURING PROCESS-II UNIT-1 THEORY OF METAL CUTTING
MANUFACTURING PROCESS-II UNIT-1 THEORY OF METAL CUTTING
 
AKTU Computer Networks notes --- Unit 3.pdf
AKTU Computer Networks notes --- Unit 3.pdfAKTU Computer Networks notes --- Unit 3.pdf
AKTU Computer Networks notes --- Unit 3.pdf
 
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
 
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdfONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptx
 
Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and RoutesRoadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordCCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
 
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINEMANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
 
UNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its PerformanceUNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its Performance
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
 
Porous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingPorous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writing
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptx
 
Extrusion Processes and Their Limitations
Extrusion Processes and Their LimitationsExtrusion Processes and Their Limitations
Extrusion Processes and Their Limitations
 
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxIntroduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptx
 
UNIT-III FMM. DIMENSIONAL ANALYSIS
UNIT-III FMM. DIMENSIONAL ANALYSISUNIT-III FMM. DIMENSIONAL ANALYSIS
UNIT-III FMM. DIMENSIONAL ANALYSIS
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptx
 

A portable fall detection and alerting system based on k nn algorithm and remote medicine

  • 1. A PORTABLE FALL DETECTION AND ALERTING SYSTEM BASED ON K-NN ALGORITHM AND REMOTE MEDICINE ABSTRACT This paper presents information on a portable fall detection and alerting system mainly consisting of a custom vest and a mobile smart phone. A wearable motion detection sensor integrated with tri-axial accelerometer, gyroscope and Bluetooth is built into a custom vest worn by elderly. The vest can capture the reluctant acceleration and angular velocity about the activities of daily living (ADLs) of elderly in real time. The data via Bluetooth is then sent to a mobile smart phone running a fall detection program based on k-NN algorithm. When a fall occurs the phone can alert a family member or health care center through a call or emergent text message using a built in Global Positioning System. The experimental results show that the system discriminates falls from ADLs with a sensitivity of 95%, and a specificity of 96.67%. This system can provide remote monitoring and timely help for the elderly. Keywords: telemedicine; fall detection; k-NN; smart phone; Bluetooth.