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Optimal design for dynamic spectrum access in cognitive radio networks under Rayleigh fading
| 1. | Department of Mathematical Sciences and Telecommunication Engineering Program, Korea Advanced Institute of Science and Technology, Daejeon, South Korea, South Korea |
In this paper we consider three scenarios. In the first scenario, all SUs have full information on wireless channel status and fading channel conditions. In the second scenario, all SUs have the information on wireless channel status but do not know their fading channel conditions, and in the last scenario all SUs do not have any information on wireless channel status and conditions. For each scenario we analyze the queueing performance of an arbitrary SU and show how to obtain the optimal access probabilities with the help of the effective bandwidth theory. From our analysis we provide an insight on how to design an optimal channel access policy in each scenario. We also show how the optimal channel access policies in three scenarios are related with each other. Numerical results are provided to validate our analysis. In addition, we investigate the performance behaviors of the optimal channel access policies.
References:
| [1] |
S. Akin and M. C. Gursoy, Effective capacity analysis of cognitive radio channels for quality of service provisioning, IEEE Transactions on Wireless Communications, 9 (2010), 3354-3364.
doi: 10.1109/TWC.2010.092410.090751. |
| [2] |
C.-S. Chang, "Performance Guarantees in Communication Networks," Springer-Verlag, 2000.
doi: 10.1007/978-1-4471-0459-9. |
| [3] |
C.-S. Chang and J. A. Thomas, Effective bandwidths in high-speeddigital networks, IEEE J. Selected Areas in Communications, 3 (1995), 1091-1100.
doi: 10.1109/49.400664. |
| [4] |
C. Cormio and K. R. Chowdhury, A survey on MAC protocols for cogntive radio networks, Ad Hoc Networks, 7 (2009), 1315-1329.
doi: 10.1016/j.adhoc.2009.01.002. |
| [5] |
L. Ding, T. Melodia, S. N. Batalama, J. D. Matyjas and J. Medley, Cross-layer routing and dynamic spectrum allocation in cognitive radio Ad Hoc networks, IEEE Transactions on Vehicular Technology, 59 (2010), 1969-1979.
doi: 10.1109/TVT.2010.2045403. |
| [6] |
, "Spectrum Policy Task Force,", Federal Comunications Commission, (2002), 02.
|
| [7] |
A. T. Hoang, Y.-C. Liang and M. Habibulm, Power control and channel allocation in cognitive radio networks with primary users' cooperation, IEEE Transactions on Mobile Computing, 9 (2010), 348-360.
doi: 10.1109/TMC.2009.136. |
| [8] |
G. U. Hwang and S. Roy, "Design and Analysis of Optimal Random Access Policies in Cognitive Radio Networks," IEEE Transactions on communications, Vol. 60, No. 1, pp. 121-131, January 2012. |
| [9] |
F. Ishizaki and G. U. Hwang, Cross-layer design and analysis for wireless networks using the effective bandwidth function, IEEE Transactions on Wireless Communications, 6 (2007), 3214-3219.
doi: 10.1109/TWC.2007.06030108. |
| [10] |
B. L. Mark and G. Ramamurthy, Real-time estimation and dynamic renegotiation of UPC parameters for arbitrary traffic sources in ATM networks, IEEE/ACM Trans. on Networking, 6 (1998), 811-827.
doi: 10.1109/90.748091. |
| [11] |
M. McHenry, "Spectrum White Space Measurements," New America Foundation BroadBand Forum, June 2003. |
| [12] |
H. Minc, "Nonnegative Matrices," John Wiley & Sons, Inc., 1988. |
| [13] |
L. Musavian and S. Aissa, Effective capacity of delay-constrained cognitive radio in nakagami fading channels, IEEE Transactions on Wireless Communications, 9 (2010), 1054-1062.
doi: 10.1109/TWC.2010.03.081253. |
| [14] |
M. M. Rashid, Md. J. Hossain, E. Hossain and V. K. Bhargava, Opportunistic spectrum scheduling for multiuser cognitiver radio: A queueing analysis, IEEE Transaction on Wireless Communications, 8 (2009), 5259-5268.
doi: 10.1109/TWC.2009.081536. |
| [15] |
J. Shen, T. Jiang, S. Liu and Z. Zhang, Maximum channel through put via cooperative spectrum sensing in cognitive radio networks, IEEE Transactions on wireless communications, 8 (2009), 5166-5175.
doi: 10.1109/TWC.2009.081110. |
| [16] |
O. Simeone, Y. Bar-Ness and U. Spagnolini, Cooperation and cognitive radio, in Proc. Int. Conf. Commun., June 2007, 6511-6515. |
| [17] |
S. Stotas and A. Nallanathan, "On the Throughput Maximization ofSpectrum Sharing Cognitive Radio Networks," in Proc. IEEE GLOBECOM'10. |
| [18] |
S. Wang, J. Zhang and L. Tong, "Delay Analysis for CognitiveRadio Networks with Random Access: A Fluid Queue View," IEEE INFOCOM 2010, San Diego, CA, April 2010. |
| [19] |
D. Wu and R. Negi, Effective capacity: a wireless link model for support of quality of service, IEEE Trans. on Wireless Communications, 2 (2003), 630-643. |
| [20] |
X. Zhang and Q. Du, Cross-layer modeling for QoS driven multimedia multicast/broadcast over fading channels in mobile wireless networks, IEEE Transactions on Wireless Communications, 45 (2007), 62-70. |
show all references
References:
| [1] |
S. Akin and M. C. Gursoy, Effective capacity analysis of cognitive radio channels for quality of service provisioning, IEEE Transactions on Wireless Communications, 9 (2010), 3354-3364.
doi: 10.1109/TWC.2010.092410.090751. |
| [2] |
C.-S. Chang, "Performance Guarantees in Communication Networks," Springer-Verlag, 2000.
doi: 10.1007/978-1-4471-0459-9. |
| [3] |
C.-S. Chang and J. A. Thomas, Effective bandwidths in high-speeddigital networks, IEEE J. Selected Areas in Communications, 3 (1995), 1091-1100.
doi: 10.1109/49.400664. |
| [4] |
C. Cormio and K. R. Chowdhury, A survey on MAC protocols for cogntive radio networks, Ad Hoc Networks, 7 (2009), 1315-1329.
doi: 10.1016/j.adhoc.2009.01.002. |
| [5] |
L. Ding, T. Melodia, S. N. Batalama, J. D. Matyjas and J. Medley, Cross-layer routing and dynamic spectrum allocation in cognitive radio Ad Hoc networks, IEEE Transactions on Vehicular Technology, 59 (2010), 1969-1979.
doi: 10.1109/TVT.2010.2045403. |
| [6] |
, "Spectrum Policy Task Force,", Federal Comunications Commission, (2002), 02.
|
| [7] |
A. T. Hoang, Y.-C. Liang and M. Habibulm, Power control and channel allocation in cognitive radio networks with primary users' cooperation, IEEE Transactions on Mobile Computing, 9 (2010), 348-360.
doi: 10.1109/TMC.2009.136. |
| [8] |
G. U. Hwang and S. Roy, "Design and Analysis of Optimal Random Access Policies in Cognitive Radio Networks," IEEE Transactions on communications, Vol. 60, No. 1, pp. 121-131, January 2012. |
| [9] |
F. Ishizaki and G. U. Hwang, Cross-layer design and analysis for wireless networks using the effective bandwidth function, IEEE Transactions on Wireless Communications, 6 (2007), 3214-3219.
doi: 10.1109/TWC.2007.06030108. |
| [10] |
B. L. Mark and G. Ramamurthy, Real-time estimation and dynamic renegotiation of UPC parameters for arbitrary traffic sources in ATM networks, IEEE/ACM Trans. on Networking, 6 (1998), 811-827.
doi: 10.1109/90.748091. |
| [11] |
M. McHenry, "Spectrum White Space Measurements," New America Foundation BroadBand Forum, June 2003. |
| [12] |
H. Minc, "Nonnegative Matrices," John Wiley & Sons, Inc., 1988. |
| [13] |
L. Musavian and S. Aissa, Effective capacity of delay-constrained cognitive radio in nakagami fading channels, IEEE Transactions on Wireless Communications, 9 (2010), 1054-1062.
doi: 10.1109/TWC.2010.03.081253. |
| [14] |
M. M. Rashid, Md. J. Hossain, E. Hossain and V. K. Bhargava, Opportunistic spectrum scheduling for multiuser cognitiver radio: A queueing analysis, IEEE Transaction on Wireless Communications, 8 (2009), 5259-5268.
doi: 10.1109/TWC.2009.081536. |
| [15] |
J. Shen, T. Jiang, S. Liu and Z. Zhang, Maximum channel through put via cooperative spectrum sensing in cognitive radio networks, IEEE Transactions on wireless communications, 8 (2009), 5166-5175.
doi: 10.1109/TWC.2009.081110. |
| [16] |
O. Simeone, Y. Bar-Ness and U. Spagnolini, Cooperation and cognitive radio, in Proc. Int. Conf. Commun., June 2007, 6511-6515. |
| [17] |
S. Stotas and A. Nallanathan, "On the Throughput Maximization ofSpectrum Sharing Cognitive Radio Networks," in Proc. IEEE GLOBECOM'10. |
| [18] |
S. Wang, J. Zhang and L. Tong, "Delay Analysis for CognitiveRadio Networks with Random Access: A Fluid Queue View," IEEE INFOCOM 2010, San Diego, CA, April 2010. |
| [19] |
D. Wu and R. Negi, Effective capacity: a wireless link model for support of quality of service, IEEE Trans. on Wireless Communications, 2 (2003), 630-643. |
| [20] |
X. Zhang and Q. Du, Cross-layer modeling for QoS driven multimedia multicast/broadcast over fading channels in mobile wireless networks, IEEE Transactions on Wireless Communications, 45 (2007), 62-70. |
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