Achievable Rates of Opportunistic Cognitive Radio Systems Using Reconfigurable Antennas With Imperfect Sensing and Channel Estimation

We consider an opportunistic cognitive radio (CR) system in which secondary transmitter (SUtx) is equipped with a reconfigurable antenna (RA). Utilizing the beam steering capability of the RA, we regard a design framework for integrated sector-based spectrum sensing and data communication. In this framework, SUtx senses the spectrum and detects the beam corresponding to active primary user's (PU) location. SUtx also sends training symbols (prior to data symbols), to enable channel estimation at secondary receiver (SUrx) and selection of the strongest beam between SUtx-SUrx for data transmission. We establish a lower bound on the achievable rates of SUtx-SUrx link, in the presence of spectrum sensing and channel estimation errors, and errors due to incorrect detection of the beam corresponding to PU's location and incorrect selection of the strongest beam for data transmission. We formulate a novel constrained optimization problem, aiming at maximizing the derived achievable rate lower bound subject to average transmit and interference power constraints. We optimize the durations of spatial spectrum sensing and channel training as well as data symbol transmission power. Our numerical results demonstrate that between optimizing spectrum sensing and channel training durations, the latter is more important for providing higher achievable rates.

[1]  Nazanin Rahnavard,et al.  Source Localization and Tracking for Dynamic Radio Cartography using Directional Antennas , 2019, 2019 16th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON).

[2]  Masoumeh Nasiri-Kenari,et al.  Multiple antenna spectrum sensing in cognitive radios , 2010, IEEE Transactions on Wireless Communications.

[3]  Mohamed-Slim Alouini,et al.  Ergodic Capacity of Cognitive Radio Under Imperfect Channel-State Information , 2012, IEEE Transactions on Vehicular Technology.

[4]  Xun Gong,et al.  An Electronically Steerable Parasitic Array Radiator (ESPAR) Using Cavity-Backed Slot Antennas , 2019, IEEE Antennas and Wireless Propagation Letters.

[5]  Kemal Tepe,et al.  Blind Spectrum Sensing Approaches for Interweaved Cognitive Radio System: A Tutorial and Short Course , 2019, IEEE Communications Surveys & Tutorials.

[6]  Mustafa Cenk Gursoy,et al.  Energy-Efficient Power Allocation in Cognitive Radio Systems With Imperfect Spectrum Sensing , 2015, IEEE Journal on Selected Areas in Communications.

[7]  Azadeh Vosoughi,et al.  On the Spectrum Sensing, Beam Selection and Power Allocation in Cognitive Radio Networks Using Reconfigurable Antennas , 2019, 2019 53rd Annual Conference on Information Sciences and Systems (CISS).

[8]  Symeon Chatzinotas,et al.  On the Performance Analysis of Underlay Cognitive Radio Systems: A Deployment Perspective , 2016, IEEE Transactions on Cognitive Communications and Networking.

[9]  Azadeh Vosoughi,et al.  A frequency‐reconfigurable electronically‐steerable parasitic array radiator using microstrip patch antennas , 2020 .

[10]  Steven Kay,et al.  Fundamentals Of Statistical Signal Processing , 2001 .

[11]  Mohamed-Slim Alouini,et al.  A Unified Framework for the Ergodic Capacity of Spectrum Sharing Cognitive Radio Systems , 2012, IEEE Transactions on Wireless Communications.

[12]  Xun Gong,et al.  A 20-Element Cavity-Backed Slot Electronically Steerable Parasitic Array Radiator (ESPAR) With 2-D Beamsteering and Minimized Beam Squint , 2020, IEEE Antennas and Wireless Propagation Letters.

[13]  Hassan M. El-Sallabi,et al.  Joint Subcarrier and Antenna State Selection for Cognitive Heterogeneous Networks With Reconfigurable Antennas , 2015, IEEE Transactions on Communications.

[14]  Tharmalingam Ratnarajah,et al.  On the Eigenvalue-Based Spectrum Sensing and Secondary User Throughput , 2014, IEEE Transactions on Vehicular Technology.

[15]  Tharmalingam Ratnarajah,et al.  On Spatial Domain Cognitive Radio Using Single-Radio Parasitic Antenna Arrays , 2013, IEEE Journal on Selected Areas in Communications.

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

[17]  Ying-Chang Liang,et al.  Maximum Eigenvalue-Based Goodness-of-Fit Detection for Spectrum Sensing in Cognitive Radio , 2019, IEEE Transactions on Vehicular Technology.

[18]  Azadeh Vosoughi,et al.  How Does Channel Estimation Error Affect Average Sum-Rate in Two-Way Amplify-and-Forward Relay Networks? , 2012, IEEE Transactions on Wireless Communications.

[19]  Mansoor Shafi,et al.  Capacity Limits and Performance Analysis of Cognitive Radio With Imperfect Channel Knowledge , 2010, IEEE Transactions on Vehicular Technology.

[20]  Ming Li,et al.  Blind Energy-based Detection for Spatial Spectrum Sensing , 2015, IEEE Wireless Communications Letters.

[21]  Luiz A. DaSilva,et al.  Optimal sensing and power allocation in pilot-aided shared access systems: A BER minimization approach , 2016, 2016 IEEE 17th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

[22]  Sinan Gezici,et al.  Error Rate Analysis of Cognitive Radio Transmissions with Imperfect Channel Sensing , 2014, IEEE Transactions on Wireless Communications.

[23]  Neelesh B. Mehta,et al.  Transmit Antenna Selection for Interference-Outage Constrained Underlay CR , 2018, IEEE Transactions on Communications.

[24]  Anna Scaglione,et al.  On the effect of receiver estimation error upon channel mutual information , 2006, IEEE Transactions on Signal Processing.

[25]  Neelesh B. Mehta,et al.  Optimal Binary Power Control for Underlay CR With Different Interference Constraints and Impact of Channel Estimation Errors , 2014, IEEE Transactions on Communications.

[26]  Yan Xin,et al.  Robust cognitive beamforming with partial channel state information , 2008, 2008 42nd Annual Conference on Information Sciences and Systems.

[27]  Nazanin Rahnavard,et al.  Compressive sensing based direction-of-arrival estimation using reweighted greedy block coordinate descent algorithm for ESPAR antennas , 2017, MILCOM 2017 - 2017 IEEE Military Communications Conference (MILCOM).

[28]  Mansoor Shafi,et al.  The Effects of Limited Channel Knowledge on Cognitive Radio System Capacity , 2013, IEEE Transactions on Vehicular Technology.

[29]  Babak Hassibi,et al.  How much training is needed in multiple-antenna wireless links? , 2003, IEEE Trans. Inf. Theory.

[30]  Azadeh Vosoughi,et al.  On Distributed Estimation in Hierarchical Power Constrained Wireless Sensor Networks , 2019, IEEE Transactions on Signal and Information Processing over Networks.

[31]  Azadeh Vosoughi,et al.  On the combined effect of directional antennas and imperfect spectrum sensing upon ergodic capacity of cognitive radio systems , 2017, 2017 51st Asilomar Conference on Signals, Systems, and Computers.

[32]  Ping Zhang,et al.  On the Impacts of Channel Estimation Errors and Feedback Delay on the Ergodic Capacity for Spectrum Sharing Cognitive Radio , 2013, Wirel. Pers. Commun..

[33]  Sami Akin,et al.  Performance Analysis of Cognitive Radio Systems With Imperfect Channel Sensing and Estimation , 2014, IEEE Transactions on Communications.

[34]  Azadeh Vosoughi,et al.  On cognitive radio systems with directional antennas and imperfect spectrum sensing , 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[35]  Tharmalingam Ratnarajah,et al.  Performance analysis of multi-antenna GLRT-based spectrum sensing for cognitive radio , 2016, Signal Process..

[36]  Azadeh Vosoughi,et al.  Beam Selection and Discrete Power Allocation in Opportunistic Cognitive Radio Systems With Limited Feedback Using ESPAR Antennas , 2019, IEEE Transactions on Cognitive Communications and Networking.

[37]  Symeon Chatzinotas,et al.  Sensing-Throughput Tradeoff for Interweave Cognitive Radio System: A Deployment-Centric Viewpoint , 2015, IEEE Transactions on Wireless Communications.

[38]  Sami Akin,et al.  On the Throughput and Energy Efficiency of Cognitive MIMO Transmissions , 2013, IEEE Transactions on Vehicular Technology.

[39]  Azadeh Vosoughi,et al.  On Optimal Sensing and Capacity Trade-off in Cognitive Radio Systems with Directional Antennas , 2018, 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

[40]  Abbas Jamalipour,et al.  Wireless communications , 2005, GLOBECOM '05. IEEE Global Telecommunications Conference, 2005..

[41]  Sami Akin,et al.  Performance Analysis of Cognitive Radio Systems under QoS Constraints and Channel Uncertainty , 2010, IEEE Transactions on Wireless Communications.

[42]  Chang Liu,et al.  Maximum-minimum spatial spectrum detection for cognitive radio using parasitic antenna arrays , 2014, 2014 IEEE/CIC International Conference on Communications in China (ICCC).