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International Journal of Mobile Network Communications & Telematics ( IJMNCT) Vol. 4, No.4,August 2014 
OPPORTUNISTIC USE OF THE 2.6/3.5GHZ BAND 
FOR BROADBAND SERVICES IN THE WEST AFRICAN 
SUB-REGION: CASE STUDY GHANA 
Griffith S. Klogo 1, Eric T. Tchao 2 and Henry Nunoo-Mensah 3 
1 Department of Computer Engineering, KNUST, Kumasi, Ghana 
2 Department of Electrical and Electronics Engineering, KNUST, Kumasi, Ghana 
3 Department of Computer Engineering, KNUST, Kumasi, Ghana 
ABSTRACT 
Wireless technology is increasing rapidly, and the vision of pervasive wireless computing and 
communications offers the promise of many societal and individual benefits. While consumer devices such 
as cell phones, PDAs and laptops receive a lot of attention, the impact of wireless technology is much 
broader, e.g., through sensor networks for safety applications and home automation, smart grid control, 
medical wearable and embedded wireless devices, and entertainment systems. One of these wireless 
technologies is the Worldwide Interoperability for Microwave Access (WiMAX) technology. The explosion 
of wireless applications in some parts of the world has created an ever-increasing demand for more radio 
spectrum. This is not the case in the West African Sub-Region, especially Ghana where the 2.6GHz and 
3.5GHz broadband access bands offering 190MHz and 140MHz bandwidth is underutilized. In this paper, 
we look at usage of deployed 4G-WiMAX network in Ghana and advocate the need for policy to promote 
the usage of licensed bands opportunistically by wireless devices and/or networks for application in 
security, smart grid control, e-learning, telemedicine, e-governance, home and factory automation. 
KEYWORDS 
4G-WiMAX, Cognitive Radio, Spectrum Management, West African Sub-Region, Primary User, Secondary 
User. 
1. INTRODUCTION 
The widespread nature of wireless computing and communications offers the promise of many 
societal and individual benefits. Consumer devices such as cell phones, PDAs and laptops have 
received a lot of attention over the years, even though the impact of wireless technology is much 
broader, e.g., through sensor networks for safety applications and home automation, smart grid 
control, medical wearable and embedded wireless devices, and entertainment systems. These 
applications have been supported by the rapid developments in wireless technology and 
standards. One of these wireless technologies is the Worldwide Interoperability for Microwave 
Access (WiMAX) technology. The WiMAX technology with its growing interest in the West 
African Sub-Region offers an immerse opportunity in terms of applications and advantages in 
connecting the Sub-Region to the rest of the world. WiMAX with the promise of about 75Mbps 
and the numerous opportunities in terms of coverage are yet to be explored for other applications 
in security, smart grid control, e-learning, telemedicine, e-governance, and home and factory 
automation. Ghana as pioneer in African Telecommunication has been in the forefront in the 
deployment of 4G-WiMAX network across the country [1]. An accelerated deployment of 
broadband personal communication coupled with the continuously increasing demand for large 
data rates is supposed to reveal an increasing spectrum scarcity, but that is not the case in Ghana. 
DOI : 10.5121/ijmnct.2014.4403 31
International Journal of Mobile Network Communications & Telematics ( IJMNCT) Vol. 4, No.4,August 2014 
In this paper, we show that despite wide coverage provided by the 4G-WiMAX network deployed 
in Ghana, the spectrum is underutilized after weeks of monitoring traffic generated from various 
departments/institutions. 
32 
2. COGNITIVE RADIO 
Most easily usable spectrum bands have been allocated, although many studies have shown that 
these bands are significantly underutilized. These considerations have motivated the search for 
breakthrough radio technologies that can scale to meet future demands both in terms of spectrum 
efficiency and application performance [2] [3]. 
Cognitive radios offer the promise of being a disturbing technological innovation that will enable 
the future wireless world take advantage of underutilized spectrum available to licensed user. 
Cognitive radios are fully programmable wireless devices that can sense their environment and 
dynamically adapt their transmission waveform, channel access method, spectrum use, and 
networking protocols as needed for good network and application performance. Cognitive radios 
offer a wireless device (Secondary User (SU)) the opportunistic use of available licensed band 
without disrupting the functionalities of the Primary User (PU) of the band. The Primary User 
(PU) is the licensed user of the band, which the Secondary User (SU) is using, based on the 
absence of the PU in the band or available whitespaces in the band. 
3. WIMAX NETWORK IN GHANA 
The National Information Technology Agency (NITA) established by an Act of parliament is the 
main agency mandated in Ghana to spearhead the development, promotion and enforcement of 
ICT standards for the interoperability of ICT infrastructures in the country [4]. As part of its core 
mandate, NITA also seeks to manage shared security infrastructure, networks, servers and 
services. To execute its goals, NITA developed a nationwide network model as shown in figure 1 
based on WiMAX technology across the country to provide wide and remote access to broadband 
solutions which will be available to government agencies across the country. NITA also proposes 
to extend the network further to enable much more wide coverage. With the introduction of 
WiMAX technology, there are numerous advantages that public and private sector of Ghana’s 
economy stands to gain. WiMAX promises a maximum channel capacity of 75Mbps [5], which is 
able to support most bandwidth dependent broadband application such as HD video streaming 
and video conferencing. 
Fig. 1: Proposed WiMAX sites across Ghana. 
In an effort to promote effective nationwide deployment of the propose network model, NITA 
carried out pilot deployment in two major cities (Accra and Tema) in the country. Figure 2 and
International Journal of Mobile Network Communications & Telematics ( IJMNCT) Vol. 4, No.4,August 2014 
figure 3 shows the pilot WiMAX network in Accra and Tema with optimally placed locations for 
the sites. Sites 1 through to site 9 for Accra and sites 1 and sites 2 for Tema are depicted by the 
three sector antenna points in figure 2. The coverage simulation for Accra in figure 3 shows the 
various signal strength across the network. Distribution of customer premise equipment in the 
network is also depicted in figure 2. 
33 
Fig. 2: Site location and Distribution of Customer Premise equipment in the network. 
Fig. 3: 4T4R Coverage Simulation Deployed WiMAX sites [1]. 
The coverage simulation in figure 3 is based on the configuration of four (4) transmitters and four 
(4) receivers (4T4R configuration). The signal strength varies from very strong (-40dB) close to 
the Base Station (BS) through to very low (-100dB) further away from the BS and no coverage. 
4. ALLOCATED SPECTRUM FOR WiMAX IN GHANA 
WiMAX has frequencies allocated in the 2.6GHz and 3.5 GHz bands in Ghana. The 2.6 GHz 
band is earmarked for mobile broadband globally. Spectrum in the 2500 – 2690 MHz range is 
highly prized, supporting high quality advanced mobile broadband services. In addition, there is a 
large pool of 190 MHz of spectrum that is potentially available for the provision of mobile 
services and smart devices, which varies by nation. Both paired and unpaired duplex plans are 
possible within the 2.6 GHz band, supporting either frequency division duplex (FDD) operation
International Journal of Mobile Network Communications & Telematics ( IJMNCT) Vol. 4, No.4,August 2014 
suited to Long Term Evolution (LTE), or time division duplex (TDD) implementations targeted 
by WIMAX operators [6]. 
5.OPPORTUNISTIC USE OF BROADBAND WIMAX 
COMMUNICATION CHANNEL 
Licensed communication channels can be used opportunistically by wireless device (secondary 
user) as and when primary users are absent in the band as shown in figure 4, [2] [3] [7]. Another 
way will be by taking advantage of whitespaces in the bandwidth of the PU (as shown in figure 5) 
for communication purposes. The concept of cognitive radio explores the possibility of 
unlicensed users taking advantage of available bandwidth to transmit or receive data without 
disrupting or inhibiting the proper functioning of the primary user. 
34 
Fig. 4: Spectrum Utilization [3]. 
Fig. 5: Whitespaces with a frequency spectrum [8]. 
Radio frequency is a valuable and finite resource, and today it is difficult to meet demand. The 
need for spectrum is being driven by the convenience and high use of mobile communications 
and the need for increased penetration combined with improved performance and the falling costs 
of wireless devices and services. Existing and new mobile broadband networks deliver a highly 
compelling user experience by allowing multimedia applications anywhere and are quickly 
consuming current spectrum allocations. Even as this can be said of most developed countries 
Ghana is still yet to make use of the available spectrum in the 2.6GHz and 3.5 GHz bands as 
shown in table 1 [9].
International Journal of Mobile Network Communications & Telematics ( IJMNCT) Vol. 4, No.4,August 2014 
35 
Table 1: Allocated Bandwidth in Ghana. 
Bands 2.6GHz 3.5GHz 
Allocated 30MHz 5MHz 
Licensed 
User 
NITA 
(30MHz) 
Discoverytel 
GH (5MHz) 
Spectrum 
Available 
160MHz 135MHz 
Coverage Nationwide Regional 
6. UNDERUTILIZATION SPECTRUM 
Apart from the unallocated bandwidth available for broadband communication in Ghana, there is 
also the underutilization of the allocated bandwidth in both the 2.6GHz and 3.5GHz bands. Based 
on the pilot deployment of WiMAX by NITA in Accra and Tema, some departments were 
connected to the network. Network/Spectrum usage was monitored by the amount of traffic 
generated by some of the departments connected to the network. Figures 6-11 show the traffic 
generated by the various department connected to the network. The Network was monitored over 
a period of eight (8) weeks in most cases departments and institutions on the Accra pilot network. 
Fig. 6: Traffic generated from Electoral Commission
International Journal of Mobile Network Communications & Telematics ( IJMNCT) Vol. 4, No.4,August 2014 
36 
Fig. 7: Traffic generated from GRA-Spintex 
Fig. 8: Traffic generated from Korle-Bu 
Fig. 9: Traffic generated from Police HQ
International Journal of Mobile Network Communications & Telematics ( IJMNCT) Vol. 4, No.4,August 2014 
37 
Fig. 10: Traffic generated from Flagstaff House 
Fig. 11: Traffic generated from Management Service Department CAGD 
7. DISCUSSION OF RESULTS 
From the coverage simulation of the sites in both Accra and Tema in figure 3 coupled with the 
location and distribution of the customer premise equipment in the network in figure 2, we get the 
idea that the network is widespread covering most part of the city. The three sector antenna 
configuration has enhanced the coverage of the network with signal levels of 40dBm near the 
base station and 100dBm further away from the base station. An average maximum inbound rate 
of 159.861kbps is observed for the traffic generated from the departments/institutions monitored. 
The average inbound rate observed in all the departments/institutions, compared to the maximum 
channel capacity of 75Mbps (theoretical) is less than 1% and 1.59% compared to 10Mbps 
(practical). Of all the networks monitored, a maximum inbound rate of 519.525kbps is recorded 
from the traffic generated from the Flagstaff House which is also less than 1% compared to the 
theoretical channel capacity of 75Mbps and 5.19% compared to 10Mbps (practical). It is evident 
that the network performance can support most broadband application as promised by WiMAX, 
but there is much to be desired from its utilization by most departments/institutions connected to 
the network. There is the need for other applications to take advantage of the available network. 
Application in security, smart grid control, e-learning, telemedicine, e-governance, and home and 
factory automation can be supported by the immerse opportunity offered by the WiMAX.
International Journal of Mobile Network Communications & Telematics ( IJMNCT) Vol. 4, No.4,August 2014 
38 
8. CONCLUSION 
Radio frequency (spectrum) is a valuable and finite resource and therefore must be managed very 
well for posterity. The unused spectrum can be made available by policy to be used 
opportunistically by wireless devices as and when their primary communication channel is 
unavailable or unreliable in the event of congestion. There is the need to formulate policy 
framework to guide allocation and management of available spectrum to avoid underutilization. 
With the spread of wireless devices and the widespread nature of the wireless technology, it is 
evident that Ghana takes a look at wireless application in sensor network, smart grid, control 
systems, e-learning, telemedicine, e-governance, and home automation to make good use of the 
deployed WiMAX network across the country. In this paper we looked at the usage of the 
deployed WiMAX network in Ghana and propose the need for policy to guide bandwidth 
allocation to avoid waste and underutilization. 
REFERENCES 
[1] E. T. Tchao, W. K. Ofosu and K. Diawuo, “Radio Planning and Field trial Measurement of a 
Deployed 4G-WiMAX Network in Urban Sub-Saharan African Environment”, IEEE Wireless 
Telecommunication Symposium, 17-19 April, 2013, Phoenix, Arizona, pp 1-6 
[2] P. Steenkiste, D. Sicker, G. Minden and D. Raychaudhuri, “Future Directions in Cognitive Radio 
Network Research”, NSF Workshop Report 
[3] R. Rao, Q. Cheng, A. Kelkar and D. Chaudhari, “Cooperative Cognitive Radio Network Testbed”, 
ICaST ICST’s Global Community Magazine. 
[4] Mission and Vision of the National Information Technology Agency (NITA), 
http://www.nita.gov.gh/Mission-Vision, Assessed July 27, 2013. 
[5] IEEE Standard for Local and metropolitan area networks Part 16: Air Interface for Fixed 
Broadband Wireless Access Systems, 2004 
[6] Tolaga Research, “Allocation of MIT Extension Spectrum”, Spectrum Regulation Research, June, 
2010 
[7] Agilent Technologies, “Cognitive Radio Whitepaper”, 
https://www.home.agilent.com/agilent/editorial.jspx?cc=GH&lc=eng&ckey=1752504&id=175250 
4&cmpid=35315. 
[8] http://www.ayse-kortun-naci.info/research-area.html, Assessed July 27, 2013. 
[9] Broadband Wireless Access (BWA) licenses in the 2.6GHz and 3.5GHz band, National 
Communications Authority of Ghana

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Opportunistic use of the 2.63.5 ghz band for broadband services in the west african sub region case study ghana

  • 1. International Journal of Mobile Network Communications & Telematics ( IJMNCT) Vol. 4, No.4,August 2014 OPPORTUNISTIC USE OF THE 2.6/3.5GHZ BAND FOR BROADBAND SERVICES IN THE WEST AFRICAN SUB-REGION: CASE STUDY GHANA Griffith S. Klogo 1, Eric T. Tchao 2 and Henry Nunoo-Mensah 3 1 Department of Computer Engineering, KNUST, Kumasi, Ghana 2 Department of Electrical and Electronics Engineering, KNUST, Kumasi, Ghana 3 Department of Computer Engineering, KNUST, Kumasi, Ghana ABSTRACT Wireless technology is increasing rapidly, and the vision of pervasive wireless computing and communications offers the promise of many societal and individual benefits. While consumer devices such as cell phones, PDAs and laptops receive a lot of attention, the impact of wireless technology is much broader, e.g., through sensor networks for safety applications and home automation, smart grid control, medical wearable and embedded wireless devices, and entertainment systems. One of these wireless technologies is the Worldwide Interoperability for Microwave Access (WiMAX) technology. The explosion of wireless applications in some parts of the world has created an ever-increasing demand for more radio spectrum. This is not the case in the West African Sub-Region, especially Ghana where the 2.6GHz and 3.5GHz broadband access bands offering 190MHz and 140MHz bandwidth is underutilized. In this paper, we look at usage of deployed 4G-WiMAX network in Ghana and advocate the need for policy to promote the usage of licensed bands opportunistically by wireless devices and/or networks for application in security, smart grid control, e-learning, telemedicine, e-governance, home and factory automation. KEYWORDS 4G-WiMAX, Cognitive Radio, Spectrum Management, West African Sub-Region, Primary User, Secondary User. 1. INTRODUCTION The widespread nature of wireless computing and communications offers the promise of many societal and individual benefits. Consumer devices such as cell phones, PDAs and laptops have received a lot of attention over the years, even though the impact of wireless technology is much broader, e.g., through sensor networks for safety applications and home automation, smart grid control, medical wearable and embedded wireless devices, and entertainment systems. These applications have been supported by the rapid developments in wireless technology and standards. One of these wireless technologies is the Worldwide Interoperability for Microwave Access (WiMAX) technology. The WiMAX technology with its growing interest in the West African Sub-Region offers an immerse opportunity in terms of applications and advantages in connecting the Sub-Region to the rest of the world. WiMAX with the promise of about 75Mbps and the numerous opportunities in terms of coverage are yet to be explored for other applications in security, smart grid control, e-learning, telemedicine, e-governance, and home and factory automation. Ghana as pioneer in African Telecommunication has been in the forefront in the deployment of 4G-WiMAX network across the country [1]. An accelerated deployment of broadband personal communication coupled with the continuously increasing demand for large data rates is supposed to reveal an increasing spectrum scarcity, but that is not the case in Ghana. DOI : 10.5121/ijmnct.2014.4403 31
  • 2. International Journal of Mobile Network Communications & Telematics ( IJMNCT) Vol. 4, No.4,August 2014 In this paper, we show that despite wide coverage provided by the 4G-WiMAX network deployed in Ghana, the spectrum is underutilized after weeks of monitoring traffic generated from various departments/institutions. 32 2. COGNITIVE RADIO Most easily usable spectrum bands have been allocated, although many studies have shown that these bands are significantly underutilized. These considerations have motivated the search for breakthrough radio technologies that can scale to meet future demands both in terms of spectrum efficiency and application performance [2] [3]. Cognitive radios offer the promise of being a disturbing technological innovation that will enable the future wireless world take advantage of underutilized spectrum available to licensed user. Cognitive radios are fully programmable wireless devices that can sense their environment and dynamically adapt their transmission waveform, channel access method, spectrum use, and networking protocols as needed for good network and application performance. Cognitive radios offer a wireless device (Secondary User (SU)) the opportunistic use of available licensed band without disrupting the functionalities of the Primary User (PU) of the band. The Primary User (PU) is the licensed user of the band, which the Secondary User (SU) is using, based on the absence of the PU in the band or available whitespaces in the band. 3. WIMAX NETWORK IN GHANA The National Information Technology Agency (NITA) established by an Act of parliament is the main agency mandated in Ghana to spearhead the development, promotion and enforcement of ICT standards for the interoperability of ICT infrastructures in the country [4]. As part of its core mandate, NITA also seeks to manage shared security infrastructure, networks, servers and services. To execute its goals, NITA developed a nationwide network model as shown in figure 1 based on WiMAX technology across the country to provide wide and remote access to broadband solutions which will be available to government agencies across the country. NITA also proposes to extend the network further to enable much more wide coverage. With the introduction of WiMAX technology, there are numerous advantages that public and private sector of Ghana’s economy stands to gain. WiMAX promises a maximum channel capacity of 75Mbps [5], which is able to support most bandwidth dependent broadband application such as HD video streaming and video conferencing. Fig. 1: Proposed WiMAX sites across Ghana. In an effort to promote effective nationwide deployment of the propose network model, NITA carried out pilot deployment in two major cities (Accra and Tema) in the country. Figure 2 and
  • 3. International Journal of Mobile Network Communications & Telematics ( IJMNCT) Vol. 4, No.4,August 2014 figure 3 shows the pilot WiMAX network in Accra and Tema with optimally placed locations for the sites. Sites 1 through to site 9 for Accra and sites 1 and sites 2 for Tema are depicted by the three sector antenna points in figure 2. The coverage simulation for Accra in figure 3 shows the various signal strength across the network. Distribution of customer premise equipment in the network is also depicted in figure 2. 33 Fig. 2: Site location and Distribution of Customer Premise equipment in the network. Fig. 3: 4T4R Coverage Simulation Deployed WiMAX sites [1]. The coverage simulation in figure 3 is based on the configuration of four (4) transmitters and four (4) receivers (4T4R configuration). The signal strength varies from very strong (-40dB) close to the Base Station (BS) through to very low (-100dB) further away from the BS and no coverage. 4. ALLOCATED SPECTRUM FOR WiMAX IN GHANA WiMAX has frequencies allocated in the 2.6GHz and 3.5 GHz bands in Ghana. The 2.6 GHz band is earmarked for mobile broadband globally. Spectrum in the 2500 – 2690 MHz range is highly prized, supporting high quality advanced mobile broadband services. In addition, there is a large pool of 190 MHz of spectrum that is potentially available for the provision of mobile services and smart devices, which varies by nation. Both paired and unpaired duplex plans are possible within the 2.6 GHz band, supporting either frequency division duplex (FDD) operation
  • 4. International Journal of Mobile Network Communications & Telematics ( IJMNCT) Vol. 4, No.4,August 2014 suited to Long Term Evolution (LTE), or time division duplex (TDD) implementations targeted by WIMAX operators [6]. 5.OPPORTUNISTIC USE OF BROADBAND WIMAX COMMUNICATION CHANNEL Licensed communication channels can be used opportunistically by wireless device (secondary user) as and when primary users are absent in the band as shown in figure 4, [2] [3] [7]. Another way will be by taking advantage of whitespaces in the bandwidth of the PU (as shown in figure 5) for communication purposes. The concept of cognitive radio explores the possibility of unlicensed users taking advantage of available bandwidth to transmit or receive data without disrupting or inhibiting the proper functioning of the primary user. 34 Fig. 4: Spectrum Utilization [3]. Fig. 5: Whitespaces with a frequency spectrum [8]. Radio frequency is a valuable and finite resource, and today it is difficult to meet demand. The need for spectrum is being driven by the convenience and high use of mobile communications and the need for increased penetration combined with improved performance and the falling costs of wireless devices and services. Existing and new mobile broadband networks deliver a highly compelling user experience by allowing multimedia applications anywhere and are quickly consuming current spectrum allocations. Even as this can be said of most developed countries Ghana is still yet to make use of the available spectrum in the 2.6GHz and 3.5 GHz bands as shown in table 1 [9].
  • 5. International Journal of Mobile Network Communications & Telematics ( IJMNCT) Vol. 4, No.4,August 2014 35 Table 1: Allocated Bandwidth in Ghana. Bands 2.6GHz 3.5GHz Allocated 30MHz 5MHz Licensed User NITA (30MHz) Discoverytel GH (5MHz) Spectrum Available 160MHz 135MHz Coverage Nationwide Regional 6. UNDERUTILIZATION SPECTRUM Apart from the unallocated bandwidth available for broadband communication in Ghana, there is also the underutilization of the allocated bandwidth in both the 2.6GHz and 3.5GHz bands. Based on the pilot deployment of WiMAX by NITA in Accra and Tema, some departments were connected to the network. Network/Spectrum usage was monitored by the amount of traffic generated by some of the departments connected to the network. Figures 6-11 show the traffic generated by the various department connected to the network. The Network was monitored over a period of eight (8) weeks in most cases departments and institutions on the Accra pilot network. Fig. 6: Traffic generated from Electoral Commission
  • 6. International Journal of Mobile Network Communications & Telematics ( IJMNCT) Vol. 4, No.4,August 2014 36 Fig. 7: Traffic generated from GRA-Spintex Fig. 8: Traffic generated from Korle-Bu Fig. 9: Traffic generated from Police HQ
  • 7. International Journal of Mobile Network Communications & Telematics ( IJMNCT) Vol. 4, No.4,August 2014 37 Fig. 10: Traffic generated from Flagstaff House Fig. 11: Traffic generated from Management Service Department CAGD 7. DISCUSSION OF RESULTS From the coverage simulation of the sites in both Accra and Tema in figure 3 coupled with the location and distribution of the customer premise equipment in the network in figure 2, we get the idea that the network is widespread covering most part of the city. The three sector antenna configuration has enhanced the coverage of the network with signal levels of 40dBm near the base station and 100dBm further away from the base station. An average maximum inbound rate of 159.861kbps is observed for the traffic generated from the departments/institutions monitored. The average inbound rate observed in all the departments/institutions, compared to the maximum channel capacity of 75Mbps (theoretical) is less than 1% and 1.59% compared to 10Mbps (practical). Of all the networks monitored, a maximum inbound rate of 519.525kbps is recorded from the traffic generated from the Flagstaff House which is also less than 1% compared to the theoretical channel capacity of 75Mbps and 5.19% compared to 10Mbps (practical). It is evident that the network performance can support most broadband application as promised by WiMAX, but there is much to be desired from its utilization by most departments/institutions connected to the network. There is the need for other applications to take advantage of the available network. Application in security, smart grid control, e-learning, telemedicine, e-governance, and home and factory automation can be supported by the immerse opportunity offered by the WiMAX.
  • 8. International Journal of Mobile Network Communications & Telematics ( IJMNCT) Vol. 4, No.4,August 2014 38 8. CONCLUSION Radio frequency (spectrum) is a valuable and finite resource and therefore must be managed very well for posterity. The unused spectrum can be made available by policy to be used opportunistically by wireless devices as and when their primary communication channel is unavailable or unreliable in the event of congestion. There is the need to formulate policy framework to guide allocation and management of available spectrum to avoid underutilization. With the spread of wireless devices and the widespread nature of the wireless technology, it is evident that Ghana takes a look at wireless application in sensor network, smart grid, control systems, e-learning, telemedicine, e-governance, and home automation to make good use of the deployed WiMAX network across the country. In this paper we looked at the usage of the deployed WiMAX network in Ghana and propose the need for policy to guide bandwidth allocation to avoid waste and underutilization. REFERENCES [1] E. T. Tchao, W. K. Ofosu and K. Diawuo, “Radio Planning and Field trial Measurement of a Deployed 4G-WiMAX Network in Urban Sub-Saharan African Environment”, IEEE Wireless Telecommunication Symposium, 17-19 April, 2013, Phoenix, Arizona, pp 1-6 [2] P. Steenkiste, D. Sicker, G. Minden and D. Raychaudhuri, “Future Directions in Cognitive Radio Network Research”, NSF Workshop Report [3] R. Rao, Q. Cheng, A. Kelkar and D. Chaudhari, “Cooperative Cognitive Radio Network Testbed”, ICaST ICST’s Global Community Magazine. [4] Mission and Vision of the National Information Technology Agency (NITA), http://www.nita.gov.gh/Mission-Vision, Assessed July 27, 2013. [5] IEEE Standard for Local and metropolitan area networks Part 16: Air Interface for Fixed Broadband Wireless Access Systems, 2004 [6] Tolaga Research, “Allocation of MIT Extension Spectrum”, Spectrum Regulation Research, June, 2010 [7] Agilent Technologies, “Cognitive Radio Whitepaper”, https://www.home.agilent.com/agilent/editorial.jspx?cc=GH&lc=eng&ckey=1752504&id=175250 4&cmpid=35315. [8] http://www.ayse-kortun-naci.info/research-area.html, Assessed July 27, 2013. [9] Broadband Wireless Access (BWA) licenses in the 2.6GHz and 3.5GHz band, National Communications Authority of Ghana