A REVIEW OF SENSING AND DISTRIBUTED DETECTION ALGORITHMS FOR COGNITIVE RADIO SYSTEMS

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International Journal on Smart Sensing and Intelligent Systems

Professor Subhas Chandra Mukhopadhyay

Exeley Inc. (New York)

Subject: Computational Science & Engineering , Engineering, Electrical & Electronic

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VOLUME 5 , ISSUE 1 (March 2012) > List of articles

A REVIEW OF SENSING AND DISTRIBUTED DETECTION ALGORITHMS FOR COGNITIVE RADIO SYSTEMS

Ramanarayanan Viswanathan * / Babak Ahsant *

Keywords : Wireless Sensor Networks, Sensing Techniques, Distributed Detection, Cognitive Radio

Citation Information : International Journal on Smart Sensing and Intelligent Systems. Volume 5, Issue 1, Pages 177-190, DOI: https://doi.org/10.21307/ijssis-2017-476

License : (CC BY-NC-ND 4.0)

Received Date : 16-February-2011 / Accepted: 17-February-2012 / Published Online: 01-March-2012

ARTICLE

ABSTRACT

Optimized spectrum sensing using distributed detection techniques for secondary user spectrum access is becoming important in Cognitive Radio (CR) systems, which have been proposed to utilize the available frequency spectrum more efficiently. For achieving best performance and ensuring minimal acceptable interference to spectrum owners, it is important to accurately sense and detect the presence or absence of primary licensed users. For this purpose, the solutions learned within the framework of distributed detection in wireless sensor networks have been considered. In this paper, we review sensing algorithms and approaches of distributed detection and their relevance to CR systems.

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REFERENCES

[1] Q. Zhao and B.M. Sadler, “A Survey of Dynamic Spectrum Access” IEEE Signal Processing. Magazine, Vol. 24, No. 3, pp. 79-89, May 2007.
[2] SPTF Working Groups, “Spectrum Policy Task Force Report” Federal Communications Commission, ET docket 02-135, November 2002.
[3] J. Mitola III and G.Q. Maguire Jr., “Cognitive Radio. Making Software Radios More Personal” IEEE Personal Communications, Vol. 6, No. 4, pp. 13-18, August 1999.
[4] M. Gandetto and C. Regazzoni, “Spectrum Sensing. A Distributed Approach for Cognitive Terminals” IEEE Journal on Selected Areas in Communications, Vol. 25, No. 3, pp. 546-557, April 2007.
[5] T. Yucek and H. Arsalan, “A Survey of Spectrum Sensing Algorithms for Cognitive Radio Applications” IEEE Communications Surveys and Tutorials, Vol. 11, No. 1, pp. 116-130, March 2009.
[6] Z. Quan, S. Cui, and A.H. Sayed, “Optimal Linear Cooperation for Spectrum Sensing in Cognitive Radio Networks” IEEE Journal of Selected Topics in Signal Processing, Vol. 2, No. 1, pp. 28- 40, February 2008.
[7] S.J. Shellhammer, "Spectrum Sensing in IEEE 802.22" IAPR Workshop on Cognitive Information Processing, pp. 1-6 June 2008.
[8] R. Tandra, A. Sahai, and V.V. Veeravalli, “Space-Time Metrics for Spectrum Sensing” IEEE Symposium on New Frontiers in Dynamic Spectrum, Proceeding, pp. 1- 12, May 2010.
[9] K.B. Letaief and W. Zhang, “Cooperative Communications for Cognitive Radio Networks” Proceeding of the IEEE, Vol. 97, No. 5, pp. 878- 893, May 2009.
[10] J. Ma, Y. Li “A Probability-Based Spectrum Sensing Scheme for Cognitive Radio” Proceeding of IEEE International Conference on Communications, pp. 3416-3420, May 2008.
[11] D. Carbic. S.M. Mishra, and R.W. Brodersen “Implementation Issues in Spectrum Sensing for Cognitive Radios” Proceeding of the 38th Asilomar Conference on Signals, Systems and Computers, Vol. 1, pp. 772-776, November 2004.
[12] A. Fehske, J. Gaeddert, J.H. Reed, “A New Approach to Signal Classification Using Spectral Correlation and Neural Networks” Proceeding of First IEEE International Symposium on Dynamic Spectrum Access Networks, pp. 144-150, November 2005.
[13] S. Ziafat, W. Ejza, H. Jamal “Spectrum Sensing Techniques for Cognitive Radio Networks: Performance Analysis” Proceeding of IEEE International Microwave Workshop Series on Intelligent Radio for Future Personal Terminals, pp. 1-4, August 2011.
[14] P.K. Varshney, “Distributed Detection and Data Fusion” Springer-Verlag New York, Inc., 1997.
[15] R. Viswanathan and P.K. Varshney, “Distributed Detection with Multiple Sensors: Part I Fundamentals” Proceeding of the IEEE, Vol. 85, No. 1, pp. 54-63, January 1997.
[16] R.S. Blum, S.A. Kassam, and H.V. Poor, “Distributed Detection with Multiple Sensors: Part II Advanced Topics” Proceeding of the IEEE, Vol. 85, No. 1, pp. 64-79, January 1997.
[17] J.N. Tsitsiklis “Decentralized Detection” Advances in Statistical Signal Processing, Vol. 2, JAI Press Inc., pp. 297-334, November 1993.
[18] J.N. Tsitsiklis and M. Athans, “On the Complexity of Decentralized Decision Making and Detection Problems” IEEE Transaction on Automatic Control, Vol. AC30, No.5, pp. 440-446, May 1985.
[19] R. Viswanathan and V. Aalo, “On Counting Rules in Distributed Detection” IEEE Transactions on Acoustics, Speech and Signal Processing, Vol. 37, No. 5, pp. 772-775, May 1989.
[20] J-F. Chamberland and V.V. Veeravalli, “Decentralized Detection in Sensor Networks” IEEE Transactions on Signal Processing, Vol. 51, No. 2, pp. 407-416, February 2003.
[21] J-F. Chamberland and V.V. Veeravalli, “Asymptotic Results for Decentralized Detection in Power Constrained Wireless Sensor Networks” IEEE Journal on Selected Areas in Communications, Vol. 22, No. 6, pp. 1007-1015, August 2004.
[22] S. K. Jayaweera, “Large System Decentralized Detection Performance under Communication Constraints” IEEE Communications Letters, Vol. 9, No. 9, pp. 769-771, September 2005.
[23] B. Chen, R. Jiang, T. Kasetkasem, and P.K. Varshney, “Channel Aware Decision Fusion in Wireless Sensor Networks” IEEE Transactions on Signal Processing, Vol. 52, No. 12, pp. 3454-3458, December 2004.
[24] V.R. Kanchumarthy, R. Viswanathan, and M. Madishetty, “Impact of Channel Errors on Decentralized Detection Performance of Wireless Sensor Networks. A Study of Binary Modulations, Rayleigh-Fading and Non-Fading Channels, and Fusion-Combiners” IEEE Transactions on Signal Processing, Vol. 56, No. 5, pp. 1761-1769, May 2008.
[25] J. Unnikrishnan and V.V. Veeravalli, “Cooperative Sensing for Primary Detection in Cognitive Radio” IEEE Journal of Selected Topics in Signal Processing, Vol. 2, No. 1, pp. 18-27, February 2008.
[26] S. Chaudhari, J. Lunden, V. Koivunen, and H.V. Poor, “Cooperative Sensing with Imperfect Reporting Channels. Hard Decisions or Soft Decisions” IEEE Transactions on Signal Processing, Vol. 60, No.1, pp. 18-28, January 2012.
[27] S. Chaudhari, V. Koivunen, and H.V. Poor, “Autocorrelation-Based Decentralized Sequential Detection of OFDM Signals in Cognitive Radios” IEEE Transactions on Signal Processing, Vol. 57, No. 7, pp. 2690-2700, July 2009.
[28] Z. Quan, S. Cui, A.H. Sayed, and H.V. Poor, “Optimal Multiband Joint Detection for Spectrum Sensing in Cognitive Radio Networks IEEE Transactions on Signal Processing, Vol. 57, No. 3, pp. 1128-1140, March 2009.
[29] R. Tandra and A. Sahai, “SNR Walls for Signal Detection” IEEE Journal of Selected Topics in Signal Processing, Vol. 2, No. 1, pp. 4-17, February 2008.
[30] Y-C. Liang, Y. Zeng, E.C.Y. Peh, and A.T. Hoang, “Sensing-Throughput Tradeoff for Cognitive Radio Networks” IEEE Transactions on Wireless Communications, Vol. 7, No. 4, pp. 1326-1337, April 2008.
[31] R. Viswanathan, “Cooperative Spectrum Sensing for Primary User Detection in Cognitive Radio” Proceedings of the 5th International Conference on Sensing Technology, pp. 79-84, November 2011.

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