Admission Control and Channel Allocation for Supporting Real-Time Applications in Cognitive Radio Networks

Proper admission control in cognitive radio networks is critical in providing QoS guarantees to secondary unlicensed users. In this paper, we study the admission control and channel allocation problem in overlay cognitive radio networks under the maximum cumulative delay constraint. We formulate it as a Markov decision process problem, and then solve it by transforming the original formulation into a stochastic shortest path problem. We further simulate the performance of a class of threshold-based admission control with the largest-delay-first channel allocation policy, and show its advantage over other two benchmark policies.

[1]  Ying-Chang Liang,et al.  Joint Admission Control and Power Allocation for Cognitive Radio Networks , 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

[2]  Kang G. Shin,et al.  Optimal Admission and Eviction Control of Secondary Users at Cognitive Radio HotSpots , 2009, 2009 6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks.

[3]  Sheldon M. Ross,et al.  Introduction to probability models , 1975 .

[4]  Dimitri P. Bertsekas,et al.  Dynamic Programming and Suboptimal Control: A Survey from ADP to MPC , 2005, Eur. J. Control.

[5]  Ananthram Swami,et al.  Joint Design and Separation Principle for Opportunistic Spectrum Access in the Presence of Sensing Errors , 2007, IEEE Transactions on Information Theory.

[6]  Ananthram Swami,et al.  Decentralized cognitive MAC for opportunistic spectrum access in ad hoc networks: A POMDP framework , 2007, IEEE Journal on Selected Areas in Communications.

[7]  Yan Zhang,et al.  QoS aware admission and power control for cognitive radio cellular networks , 2009, Wirel. Commun. Mob. Comput..

[8]  Dimitri P. Bertsekas,et al.  Dynamic Programming and Optimal Control, Two Volume Set , 1995 .

[9]  Chenyang Yang,et al.  Power and Admission Control for UWB Cognitive Radio Networks , 2008, 2008 IEEE International Conference on Communications.

[10]  Q. Zhao,et al.  Decentralized cognitive mac for dynamic spectrum access , 2005, First IEEE International Symposium on New Frontiers in Dynamic Spectrum Access Networks, 2005. DySPAN 2005..

[11]  Michael J. Neely,et al.  Opportunistic Scheduling with Reliability Guarantees in Cognitive Radio Networks , 2008, IEEE INFOCOM 2008 - The 27th Conference on Computer Communications.

[12]  Sheldon M. Ross,et al.  Introduction to Probability Models (4th ed.). , 1990 .