Orthogonally Dull-Polarized Antenna Based Cooperative Cognitive Radio Networking

This chapter is concerned with enhancement of spectrum efficiency/utilization by using polarization enabled two-phase cooperation between primary users (PUs) and secondary users (SUs) for cooperative cognitive radio networking (CCRN). Specifically, we aim to exploit the degrees of freedom provided by orthogonally dual-polarized antennas (ODPAs) to attain an interference-free two-phase cooperation framework. The use of ODPAs enables concurrent transmissions of multiple independent signals of PUs and SUs, and interference suppression via polarization zero-forcing and polarization filtering to obtain significant performance improvement. By leveraging both temporal and polarization domains, a polarization based two-timescale CCRN scheme to improve spectrum efficiency/utilization is presented. To maximize a weighted sum throughput of PUs and SUs under energy/power constraints, the problem is formulated and solved based on a multi-timescale Markov decision process, and two modified backward iteration algorithms are devised to attain the optimal policies. Numerical and simulation results validate the effectiveness of the proposed framework for CCRN, showing that the obtained policy outperforms both greedy and random ones.

[1]  Robert Givan,et al.  A framework for simulation-based network control via hindsight optimization , 2000, Proceedings of the 39th IEEE Conference on Decision and Control (Cat. No.00CH37187).

[2]  Xuemin Shen,et al.  Performance analysis of TFRC over wireless link with truncated link-level ARQ , 2006, IEEE Transactions on Wireless Communications.

[3]  Hong Shen Wang,et al.  Finite-state Markov channel-a useful model for radio communication channels , 1995 .

[4]  Fabrizio Granelli,et al.  Standardization and research in cognitive and dynamic spectrum access networks: IEEE SCC41 efforts and other activities , 2010, IEEE Communications Magazine.

[5]  P. Vainikainen,et al.  Analysis and Modeling on co- and Cross-Polarized Urban Radio Propagation for Dual-Polarized MIMO Wireless Systems , 2011, IEEE Transactions on Antennas and Propagation.

[6]  Ian F. Akyildiz,et al.  NeXt generation/dynamic spectrum access/cognitive radio wireless networks: A survey , 2006, Comput. Networks.

[7]  H. Vincent Poor,et al.  Cooperative cognitive radio networking using quadrature signaling , 2012, 2012 Proceedings IEEE INFOCOM.

[8]  Gordon L. Stüber,et al.  Geometrical Theory of Channel Depolarization , 2011, IEEE Transactions on Vehicular Technology.

[9]  Qian Zhang,et al.  Stackelberg game for utility-based cooperative cognitiveradio networks , 2009, MobiHoc '09.

[10]  Jianfeng Wang,et al.  Emerging cognitive radio applications: A survey , 2011, IEEE Communications Magazine.

[11]  Baochun Li,et al.  Efficient Resource Allocation with Flexible Channel Cooperation in OFDMA Cognitive Radio Networks , 2010, 2010 Proceedings IEEE INFOCOM.

[12]  Yu Cui,et al.  Game theoretic analysis of orthogonal modulation based cooperative cognitive radio networking , 2013, 2013 IEEE International Conference on Communications (ICC).

[13]  Robert Givan,et al.  Parallel Rollout for Online Solution of Partially Observable Markov Decision Processes , 2004, Discret. Event Dyn. Syst..

[14]  Stephen P. Boyd,et al.  Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.

[15]  Weihua Zhuang,et al.  Towards optimal energy store-carry-and-deliver for PHEVs via V2G system , 2012, 2012 Proceedings IEEE INFOCOM.

[16]  Xiaodong Lin,et al.  On optimal communication strategies for cooperative cognitive radio networking , 2013, INFOCOM 2013.

[17]  Weifeng Su,et al.  Active cooperation between primary users and cognitive radio users in cognitive ad-hoc networks , 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

[18]  Louis L. Scharf,et al.  Signal processing applications of oblique projection operators , 1994, IEEE Trans. Signal Process..

[19]  Claude Oestges,et al.  A time-variant statistical channel model for tri-polarized antenna systems , 2010, 21st Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications.

[20]  Geoffrey Ye Li,et al.  Cognitive radio networking and communications: an overview , 2011, IEEE Transactions on Vehicular Technology.

[21]  Umberto Spagnolini,et al.  Spectrum Leasing to Cooperating Secondary Ad Hoc Networks , 2008, IEEE Journal on Selected Areas in Communications.

[22]  Naitong Zhang,et al.  Oblique Projection Polarization Filtering-Based Interference Suppressions for Radar Sensor Networks , 2010, EURASIP J. Wirel. Commun. Netw..

[23]  S. Sethi,et al.  Markovian demand inventory models , 2010 .

[24]  Dong Liang,et al.  Blind Adaptive Polarization Filtering Based on Oblique Projection , 2010, 2010 IEEE International Conference on Communications.

[25]  Claude Oestges,et al.  Dual-polarized wireless communications: from propagation models to system performance evaluation , 2008, IEEE Transactions on Wireless Communications.

[26]  Mingquan Wu,et al.  Exploiting MIMO antennas in cooperative cognitive radio networks , 2011, 2011 Proceedings IEEE INFOCOM.

[27]  Jian Wang,et al.  Polarization filtering technique based on oblique projections , 2010, Science China Information Sciences.

[28]  K. J. Ray Liu,et al.  Advances in cognitive radio networks: A survey , 2011, IEEE Journal of Selected Topics in Signal Processing.

[29]  Mark A. Shayman,et al.  Multitime scale Markov decision processes , 2003, IEEE Trans. Autom. Control..

[30]  Weifeng Su,et al.  Active Cooperation Between Primary Users and Cognitive Radio Users in Heterogeneous Ad-Hoc Networks , 2012, IEEE Transactions on Signal Processing.

[31]  Andrea J. Goldsmith,et al.  Breaking Spectrum Gridlock With Cognitive Radios: An Information Theoretic Perspective , 2009, Proceedings of the IEEE.

[32]  Jon W. Mark,et al.  A polarization enabled cooperation framework for cognitive radio networking , 2012, 2012 IEEE Global Communications Conference (GLOBECOM).

[33]  Miao He,et al.  Multiple timescale dispatch and scheduling for stochastic reliability in smart grids with wind generation integration , 2011, 2011 Proceedings IEEE INFOCOM.

[34]  S. Noghanian,et al.  Characterization of the Angle, Delay and Polarization of Multipath Signals for Indoor Environments , 2008, IEEE Transactions on Antennas and Propagation.

[35]  H. Vincent Poor,et al.  Toward efficient radio spectrum utilization: user cooperation in cognitive radio networking , 2012, IEEE Network.