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A Comprehensive Review On The Impact Of Compressed Sensing In Wireless Sensor Networks

Open Access
|Jun 2016

References

  1. I. F. Akyildiz, W. Su, Y. Sankarasubramaniam, E. Cayirci, “Wireless Sensor Networks: A Survey”, Computer Networks, Vol. 38, 2002, pp. 393-42210.1016/S1389-1286(01)00302-4
  2. [2]E.P.K. Gilbert, B. Kaliaperumal, E. B. Rajsingh, “Research Issues in Wireless Sensor Network Applications: A Survey”, Intl. J. Information and Electronics Engg., Vol. 2, No. 5, 2012.10.7763/IJIEE.2012.V2.191
  3. D. L. Donoho, “Compressed Sensing”, IEEE Trans. on Information Theory, Vol. 52, No. 4, 2006, 1289-130610.1109/TIT.2006.871582
  4. Z. Han, H. Li, W. Yin, “Compressive Sensing for Wireless Networks”, Cambridge University Press, 2013, New York.10.1017/CBO9781139088497
  5. M. Balouchestani, K. Raahemifar, S. Krishnan, “Compressed Sensing in Wireless Sensor Networks: Survey”, Canadian Journal on Multimedia and Wireless Networks, Vol. 2, No. 1, February 2011.
  6. S. Feizi, M. Medard, M. Effros, “Compressive Sensing over Networks”, arXiv:1012.0955v1 [cs.IT], 201010.1109/ALLERTON.2010.5707037
  7. Z. Xiaoyan, W. Houjun, D. Zhijian, “Wireless Sensor Networks based on Compressed Sensing”, IEEE Intl. Conf, on Computer Science and Information Technology (ICCSIT), 2010, 90-92
  8. M. Ebrahim, C. W. Chong, “A Comprehensive Review of Distributed Coding Algorithms for Visual Sensor Network”, Intl. J. of Communication Networks and Information Security, Vol. 6, No.2, 2014.10.17762/ijcnis.v6i2.587
  9. Y. C. Eldar, G. Kutyniok, “Compressed Sensing: Theory and Applications”, Cambridge University Press, New York, 2012.10.1017/CBO9780511794308
  10. M. A. Alsheikh, S. Lin, H. P. Tan, D. Niyato, “Toward a Robust Sparse Data Representation for Wireless Sensor Networks”, arXiv: 1508.00230v1 [cs.NI], 2015.
  11. H. Huang, S. Misra, W. Tang, H. Barani, H. Al-Azzawi, “Applications of Compressed Sensing in Communication Networks”, arXiv:1305.3002v3, 2014
  12. W. Bajwa, J. Haupt, A. Sayeed, R. Nowak, “Compressive Wireless Sensing”, Intl. Conf, on Information Processing in Sensor Networks (IPSN), 200610.1145/1127777.1127801
  13. J. Haupt, W. U. Bajwa, M. Rabbat, R. Nowak, “Compressed Sensing for Networked Data”, IEEE Signal Processing Magazine, Vol. 25, No. 2, 2008, 92-101.10.1109/MSP.2007.914732
  14. J. Luo, L. Xiang, C. Rosenberg, “Does Compressed Sensing Improve the Throughput of Wireless Sensor Networks?”, IEEE Intl. Conf. Communications (ICC) 2010, South Africa, 1610.1109/ICC.2010.5502565
  15. [15]Y. Shen, W. Hu, R. Rana, C. T. Chou, “Nonuniform Compressive Sensing for Heterogenous Wireless Sensor Networks”, IEEE Sensors Journal, Vol. 13, No. 6, 2120-2128, 2013.10.1109/JSEN.2013.2248253
  16. Z. Liu, J. Liu, Z. Qiu, “A New Adaptive Compressed Sensing Algorithm for Wireless Sensor Networks”, 10th Intl. Conf, on Signal Processing, 2452-2455, 2010.10.1109/ICOSP.2010.5657045
  17. D. Baron, M. F. Duarte, S. Sarvotham, M. B. Wakin, and R. G. Baraniuk, “An Information-Theoretic Approach to Distributed Compressed Sensing,” 43d Allerton Conf. Communication, Control and Computing, 2005.
  18. D. Baron, F. M. Duarte, M. B. Wakin, S. Sarvotham, and R. G. Baraniuk, “Distributed Compressive Sensing,”, arXiv:0901.3403v1 [cs.IT], 200910.21236/ADA521228
  19. C. Caione, D. Brunelli, L. Benini, “Compressive Sensing Optimization for Signal Ensembles in WSNs”, IEEE Trans. on Industrial Informatics, Vol. 10, No. 1, 382-392, 2014.10.1109/TII.2013.2266097
  20. N. Youness, K. Hassan, “Energy Preservation in Large-Scale Wireless Sensor Network Utilizing Distributed Compressive Sensing”, 7th Intl. Workshop on Selected Topics in Mobile and Wireless Computing, 251-256, 201410.1109/WiMOB.2014.6962179
  21. H. Hu, Z. Yang, “Spatial Correlation-based Distributed Compressed Sensing in Wireless Sensor Networks”, 6th Intl. Conf, on Wireless Communications Networking and Mobile Computing, 1-4, 2010.10.1109/WICOM.2010.5601158
  22. H. Hu, Z. Yang, “An Energy-Efficient Distributed Compressed Sensing Architecture for Wireless Sensor Networks Based on a Distributed Wavelet Compression Algorithm”, Intl. Conf, on Wireless Communications and Signal Processing, 1-4, 2011.10.1109/WCSP.2011.6096737
  23. M. F. Duarte and R. G. Baraniuk, “Kronecker Compressive Sensing,”, IEEE Trans. on Image Processing, Vol. 21, No. 2, 494–504, 2012.10.1109/TIP.2011.216528921859622
  24. D. M. Maliotov, S. R. Sanghavi, A. S. Willsky, “Sequential Compressed Sensing”, IEEE Journal of Selected Topics in Signal Processing, Vol. 4, No. 2, 435-444, 2010.10.1109/JSTSP.2009.2038211
  25. S. Li, L. D. Xu, X. Wang, “Compressed Sensing Signal and Data Acquisition in Wireless Sensor Networks and Internet of Things”, IEEE Trans. on Industrial Informatics, Vol. 9, No. 4, 2177-2186, 2013.10.1109/TII.2012.2189222
  26. X. Liu, Y. Zhu, L. Kong, C. Liu, Y. Gu, A. V. Vasilakos, M. Y. Wu, “CDC: Compressive Data Collection for Wireless Sensor Networks”, IEEE Trans. on Parallel and Distributed Systems, Vol. 26, No. 8, August 2015.10.1109/TPDS.2014.2345257
  27. H. Zheng, S. Xiao, X. Wang, X. Tian, M. Guizani, “Capacity and Delay Analysis for Data Gathering with Compressive Sensing in Wireless Sensor Networks”, IEEE Transactions on Wireless Communications, Vol. 12, No. 2, 2013, 917-927.10.1109/TWC.2012.122212.121032
  28. Z. Chen, J. Ranieri, R. Zhang, M. Vetterli, “DASS: Distributed Adaptive Sparse Sensing”, IEEE Trans. on Wireless Communications, Vol. 14, No. 5, 2015, 2571-258310.1109/TWC.2014.2388232
  29. J. Hao, B. Zhang, Z. Jiao, S. Mao, “Adaptive Compressive Sensing based Sample Scheduling Mechanism for Wireless Sensor Networks”, Pervasive and Mobile Computing, Vol. 22, 113-125, 2015.10.1016/j.pmcj.2015.02.002
  30. M. Balouchestani, “Low-Power Wireless Sensor Network with Compressed aSensing Theory”, Annual Caneus Fly by Wireless Workshop, 1-4, 2011.10.1109/FBW.2011.5965565
  31. J. Wang, S. Tang, B. Yin, X. Y. Li, “Data Gathering in Wireless Sensor Networks Through Intelligent Compressive Sensing”, IEEE INFOCOM, 603-611, 201210.1109/INFCOM.2012.6195803
  32. A. Masoum, N. Meratnia, P. J. M. Havinga, “A Distributed Compressive Sensing Technique for Data Gathering in Wireless Sensor Networks”, Procedia Computer Science, Vol. 21, Netherlands, 207-216, 201310.1016/j.procs.2013.09.028
  33. M. Leinonen, M. Codreanu, M. Juntti, “Distributed Correlated Data Gathering in Wireless Sensor Networks via Compressed Sensing”, Asilomar Conf, on Signals, Systems and Computers, CA, 2013, 418-42210.1109/ACSSC.2013.6810310
  34. M. Sartipi, R. Fletcher, “Energy-Efficient Data Acquisition in WSNs using Compressed Sensing”, Data Compression Conference, 223-232, 201110.1109/DCC.2011.29
  35. M. Laifenfeld, I. Bilik, “Distributed Compressive Sensing and Communications in Wireless Sensor Networks”, IEEE 27th Convention of Electrical and Electronics Engineers in Israel, 1-5, 2012.10.1109/EEEI.2012.6377132
  36. Y. Wang, Y. Zhu, R. Jiang, J. Li, “Distributed Compressive Data Gathering in Low Duty Cycled Wireless Sensor Networks”, IEEE Intl. Performance Computing and Communications Conference, 1-8, 2014.10.1109/PCCC.2014.7017113
  37. M. A. Razzaque, S. Dobson, “Energy-efficient Sensing in Wireless Sensor Networks Using Compressed Sensing”, Sensors, Vol. 14, ISSN 1424-8220, 2014.10.3390/s140202822395824624526302
  38. J. Hao, F. Tosato, R.J. Piechocki, “Sequential Compressive Sensing in Wireless Sensor Networks”, 75th IEEE Vehicular Technology Conference, 1-5, 2012.10.1109/VETECS.2012.6240310
  39. M. Leinonen, M. Codreanu, M. Juntti, “Sequential Compressed Sensing with Progressive Signal Reconstruction in Wireless Sensor Networks”, IEEE Trans. on Wireless Communications, Vol. 14, No. 3, 1622-1635, 2015.10.1109/TWC.2014.2371017
  40. C. Luo, F. Wu, J. Sun, C. W. Chen, “Compressive Data Gathering for Large-Scale Wireless Sensor Networks”, MobiCom, 2009, Beijing, 145-156.10.1145/1614320.1614337
  41. Z. Zou, C. Hu, F. Zhang, H. Zhao, S. Shen, “WSNs Data Acquisition by Combining Hierarchical Routing Method and Compressive Sensing”, Sensors, Vol. 14, 16766-16784, 201410.3390/s140916766420819825207873
  42. G. Yang, M. Xiao, S. Zhang, “Data Aggregation Scheme based on Compressed Sensing in Wireless Sensor Network”, Vol. 8, No.1, 197-204, 2013.10.4304/jnw.8.1.197-204
  43. M. T. Nguyen, N. Rahnavard, “Cluster-Based Energy-Efficient Data Collection in Wireless Sensor Networks utilizing Compressive Sensing”, IEEE Military Communications Conference, 2013, 1708-171310.1109/MILCOM.2013.289
  44. D. Ebrahimi, C. Assi, “Compressive Data Gathering using Random Projection for Energy Efficient Wireless Sensor Networks”, AdHoc Networks, Vol. 16, 2014, 105-119.10.1016/j.adhoc.2013.12.004
  45. L. Xiang, J. Luo, C. Rosenberg, “Compressed Data Aggregation: Energy-Efficient and High-Fidelity Data Collection”, IEEE/ACM Transactions on Networking, Vol. 21, No. 6, 1722-1735, 2013.10.1109/TNET.2012.2229716
  46. A. S. Alwakeel, M. F. Abdelkader, K. G. Seddik, A. Ghuniem, “Exploiting Temporal Correlation of Sparse Signals in Wireless Sensor Networks”, IEEE Vehicular Technology Conference, 1-6, 2014.10.1109/WCNC.2014.6953130
  47. S. Lee, A. Ortega, “Efficient Data Gathering Using Graph-Based Transform and Compressed Sensing for Irregularly Positioned Sensors”, Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 1-4, 2013.10.1109/APSIPA.2013.6694166
  48. Y. Li, Q. Zhang, S. Wu, B. Cao, “Data Gathering for Network Compressed Coding Enabled Wireless Sensor Networks”, IEEE Intl. Conf, on Communications in China, 662-667, 201310.1109/ICCChina.2013.6671195
  49. X. Xu, R. Ansari, A. Khokhar, “Power Efficient Hierarchical Data Aggregation Using Compressive Sensing in WSNs”, IEEE AdHoc and Sensor Networking Symposium, 17691773, 2013.10.1109/ICC.2013.6654775
  50. A. Han, Y. Yang, H. Peng, Z. Zhao, “Acoustic Signal Acquisition System Based on Wireless Sensor Networks and Compressing Sensing Theory”, World Automation Congress (WAC), Mexico, 2012, 1-4
  51. E. C. Pinheiro, O. A. Postolache, P. S. Girao, “Implementation of Compressed Sensing in Telecardiology Sensor Networks”, Intl. Journal of Telemedicine and Applications, 2010.10.1155/2010/127639294657520885973
  52. W. Chen, I. J. Wassell, “Energy Efficient Signal Acquisition via Compressive Sensing in Wireless Sensor Networks”, 6th Intl. Symposium on Wireless and Pervasive Computing, 2011, 1-6.10.1109/ISWPC.2011.5751335
  53. M. Mahmudimanesh, A. Khelil, N. Yazdani, “Map-based Compressive Sensing Model for Wireless Sensor Network Architecture, A Starting Point”, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 75-84, Springer, 2009.10.1007/978-3-642-03569-2_8
  54. J. Cheng, H. Jiang, X. Ma, L. Liu, L. Qian, C. Tian, W. Liu, “Efficient Data Collection with Sampling in WSNs: Making Use of Matrix Completion Techniques”, IEEE Global Telecommunications Conference (GLOBECOM), Miami, 2010, 1-5.10.1109/GLOCOM.2010.5684139
  55. A. Fragkiadakis, I. Askoxylakis, E. Tragos, “Joint Compressed-Sensing and MatrixCompletion for Efficient Data Collection in WSNs”, IEEE Intl. Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 84-88, 201310.1109/CAMAD.2013.6708094
  56. R. Masiero, G. Quer, M. Rossi, M. Zorzi, “A Bayesian Analysis of Compressive Sensing Data Recovery in Wireless Sensor Networks”, Intl. Conf. Ultra Modern Telecommunications & Workshops, 1-6, 200910.1109/ICUMT.2009.5345599
  57. G. Tzagkarakis, J. L. Starck, P. Tsakalides, “Joint Sparse Signal Ensemble Reconstruction in a WSN using Decentralized Bayesian Matching Pursuit”, European Signal Processing Conference, 338-342, 2011
  58. M. Leinonen, M. Codreanu, M. Juntti, “Compressed Acquisition and Progressive Reconstruction of Multi-Dimensional Correlated Data in Wireless Sensor Networks”, IEEE Intl. Conf, on Acoustic, Speech and Signal Processing, 6449 – 6453, 2014.10.1109/ICASSP.2014.6854846
  59. S. Li, H. Qi, “Distributed Data Aggregation for Sparse Recovery in Wireless Sensor Networks”, IEEE Intl. Conf, on Distributed Computing in Sensor Systems, 62-69, 201310.1109/DCOSS.2013.64
  60. D. Brunelli, C. Caione, “Sparse Recovery Optimization in Wireless Sensor Networks with a Sub-Nyquist Sampling Rate”, Sensors, Vol.15, 16654-16673, 201510.3390/s150716654454189926184203
  61. G. Quer, R. Masiero, G. Pillonetto, M. Rossi, M. Zorzi, “Sensing, Compression and Recovery for WSNs: Sparse Signal Modeling and Monitoring Framework”, IEEE Trans. on Wireless Communications, Vol 11, No. 10, 2012, 3447-3461.10.1109/TWC.2012.081612.110612
  62. K. Sohraby, D. Minoli, T. Znati, “Wireless Sensor Networks: Technology, Protocols and Applications”. John Wiley and Sons: New Jersey, 2007.
  63. Y. Liang, R. Liu, “Routing Topology Inference for Wireless Sensor Networks”, ACM SIGCOMM Computer Communication Review, 22-27, 2013.10.1145/2479957.2479961
  64. Y. Liang, R. Liu, “Compressed Topology Tomography in Sensor Networks”, IEEE Wireless Communications and Networking Conference: NETWORKS, 1321-1326, 2013.10.1109/WCNC.2013.6554755
  65. L. Chengtie, W. Jinkuan, W. Bin, H. Yinghua, G. Jing, “Cross-layer Congestion Control Algorithm based on Compressed Sensing in Wireless Sensor Networks”, Proceedings of the 33rd Chinese Control Conference, 5830-5833, 2014.
  66. M. T. Nguyen, K. A. Teague, N. Rahnavard, “Inter-Cluster Multi-hop Routing in Wireless Sensor Networks Employing Compressive Sensing”, IEEE Military Communications Conference, 1133-1138, 2014.10.1109/MILCOM.2014.191
  67. Z. Liu, Z. Li, M. Li, W. Xing, D. Lu, “Path Reconstruction in Dynamic Wireless Sensor Networks using Compressive Sensing”, Proceedings of the 15th ACM Intl. Symposium on Mobile AdHoc Networking and Computing, 297-306, 2014.10.1145/2632951.2632967
  68. Z. Liu, Z. Li, M. Li, W. Xing, D. Lu, “Path Reconstruction in Dynamic Wireless Sensor Networks using Compressive Sensing” IEEE/ACM Transactions on Networking. (Accepted for publication), DOI 10.1109/TNET.2015.2435805, 2015.
  69. X. Wang, Z. Zhao, Y. Xia, H. Zhang, “Compressed Sensing Based Random Routing for Multi-Hop Wireless Sensor Networks”, Intl. Symposium on Communications and Information Technologies, 220-225, 2010.10.1109/GLOCOMW.2010.5700323
  70. T. Y. Tsai, W. C. Lan, C. Liu, M. T. Sun, “Distributed Compressive Data Aggregation in Large-Scale Wireless Sensor Networks”, Journal of Advances in Computer Networks, Vol. 1, No. 4, 295-300, 2013.10.7763/JACN.2013.V1.59
  71. [71]C. Hao, W. U. Xiaobei, H. Cheng, “A Novel Data Gathering Algorithm based on rd Compressed Sensing for Heterogenous Wireless Sensor Networks”, Proceedings of the 33 Chinese Control Conference, 451-455, 2014.
  72. S. Mehrjoo, J. Shanbehzadeh, M. M. Pedram, “A Novel Intelligent Energy-Efficient Delay-Aware Routing in WSN, based on Compressive Sensing”, 5th Intl. Symposium on Telecommunications, 415-420, 2010.10.1109/ISTEL.2010.5734062
  73. M. T. Nguyen, “Minimizing Energy Consumption in Random Walk Routing for Wireless Sensor Networks Utilizing Compressed Sensing”, 8th Intl. Conf, on System of Systems Engineering, 297-301, 2013.10.1109/SYSoSE.2013.6575283
  74. M. T. Nguyen, K. A. Teague, “Compressive Sensing based Energy-Efficient Random Routing in Wireless Sensor Networks”, International Conference on Advanced Technologies for Communications, 187-192, 2014.10.1109/ATC.2014.7043381
  75. X. Wu, Y. Xiong, P. Yang, S. Wan, W. Huang, “Sparsest Random Scheduling for Compressive Data Gathering in Wireless Sensor Networks”, IEEE Transactions on Wireless Communications, Vol. 13, No.10, 5867-5877, 2014.10.1109/TWC.2014.2332344
  76. T. Srisooksai, K. Keamarungsi, P. Lamsrichan, K. Araki, “Practical Data Compression in Wireless Sensor Networks: A Survey”, Vol. 35, No. 1, 37-59, 2012.10.1016/j.jnca.2011.03.001
  77. S. Hwang, J. Park, D. Kim, J. Yang, “SNR Efficient Transmission for Compressive Sensing based Wireless Sensor Networks”, 6th Joint IFIP Wireless and Mobile Networking Conference, 1-6, 2013.
  78. R. Xie, X. Jia, “Transmission-Efficient Clustering Method for Wireless Sensor Networks Using Compressive Sensing”, IEEE Trans. on Parallel and Distributed Systems, Vol. 25, No. 3, 806-815, 2014.10.1109/TPDS.2013.90
  79. W. U. Bajwa, J. D. Haupt, A. M. Sayeed, R. D. Nowak, “Joint Source-Channel Communication for Distributed Estimation in Sensor Networks”, IEEE Trans. on Information Theory, Vol. 53, No. 10, 3629-3653, 2007.10.1109/TIT.2007.904835
  80. W. Chen, M. R. D. Rodrigues, I. J. Wasell, “On the Benefit of using Tight Frames for Robust Data Transmission and Compressive Data Gathering in Wireless Sensor Networks”, IEEE Intl. Conf. on Communications, 627-631, 2012.10.1109/ICC.2012.6363655
  81. C. T. Chou, A. Ignjatovic, W. Hu, “Efficient Computation of Robust Average of Compressive Sensing Data in Wireless Sensor Networks in the Presence of Sensor Faults”, IEEE Trans. on Parallel and Distributed Systems, Vol. 24, No. 8, 1525-1534, 2013.10.1109/TPDS.2012.260
  82. J. Sen, “A Survey on Wireless Sensor Network Security”, Intl. J. of Communication Networks and Information Security, Vol. 1, No. 2, 2009.
  83. J. Zhao, J. Huang, “Compressed Sensing Applied to Wireless Sensor Networks Security”, 2nd Intl. Conf, on Computer Application and System Modeling, 722-725, 2012.10.2991/iccasm.2012.183
  84. J. Qi, X. Hu, Y. Ma, Y. Sun, “A Hybrid Security and Compressive Sensing-Based Sensor Data Gathering Scheme”, IEEE Access, Special Section on Industrial Sensor Networks with Advanced Data Management: Design and Security, Vol. 3, 718-724, 2015.10.1109/ACCESS.2015.2439034
  85. C. M. Yu, C. S. Lu, S. Y. Kuo, “CSI: Compressed Sensing-Based Clone Identification in Sensor Networks”, 8th Intl. Workshop on Sensor Networks and Systems for Pervasive Computing, 296-301, 2012.
  86. J. Haupt, W. U. Bajwa, M. Rabbat, R. Nowak, “Compressed Sensing and Network Monitoring”, The Next Wave, Vol.18, No.3, 16-25, 2010.
  87. A. S. Nagdive, P. K. Ingole, “An Implementation of Energy Efficient Data Compression and Security Mechanism in Clustered Wireless Sensor Network”, Intl. Conf, on Advances in Computer Engineering and Applications, 375-380, 2015.10.1109/ICACEA.2015.7164733
  88. S. Cai, J. Ye, M. Chen, J. Yan, S. Jaggi, “Secure Compressed Reading in Smart Grids”, arXiv:1202.5202v1 [cs.IT], 1-12, 2012.
  89. K. Ahmed, M. A. Gregory, “Techniques and Challenges of Data Centric Storage Scheme in Wireless Sensor Network”, J. Sensor and Actuator Networks, 59-85, 201210.3390/jsan1010059
  90. A. Talari, N. Rahnavard, “CStorage: Distributed Data Storage in Wireless Sensor Networks Employing Compressive Sensing”, IEEE Global Telecommunications Conference, 1-5, 201110.1109/GLOCOM.2011.6134318
  91. X.Yang, E. Dutkiewicz, Q. Cui, X. Tao, Y.J. Guo, X. Huang, “Compressed Network Coding for Distributed Storage in Wireless Sensor Networks”, Intl. Symposium on Communications and Information Technologies, 816-821, 2012.
  92. X. Yang, X. Tao, E. Dutkiewicz, X. Huang, Y.J. Guo, Q. Cui, “Energy-efficient Distributed Data Storage for Wireless Sensor Networks Based on Compressed Sensing and Network Coding”, IEEE Trans. on Wireless Communications, Vol. 12, No. 10, 5087-5099, 2013.10.1109/TWC.2013.090313.121804
  93. B. Gong, P. Cheng, Z. Chen, N. Liu, L. Gui, F. Hoog, “Spatiotemporal Compressive Network Coding for Energy-Efficient Distributed Data Storage in Wireless Sensor Networks”, IEEE Communications Letters, Vol. 19, No. 5, 803-806, 201510.1109/LCOMM.2015.2401008
  94. J. Meng, L. Husheng, H. Zhu, “Sparse Event Detection in Wireless Sensor Networks Using Compressive Sensing”, 43 Annual Conf. Information Sciences and Systems, 181-185, 200910.1109/CISS.2009.5054713
  95. Z. Jellali, L. N. Atallah, S. Cherif, “A Study of Deterministic Sensors Placement for Sparse Events Detection in WSN based on Compressed Sensing”, Intl. Conf. on Communications and Networking, 1-5, 201410.1109/ComNet.2014.6840911
  96. W. Yan, Q. Wang, Y. Shen, “Compressive Sensing Based Sparse Event Detection in Wireless Sensor Networks”, 6th Intl. ICST Conference on Communications and Networking in China, 964-969, 2011
  97. Y. Liu, X. Zhu, C. Ma, L. Zhang, “Multiple Event Detection in Wireless Sensor Networks Using Compressed Sensing”, 18th Intl. Conf, on Telecommunications, 27-32, 2011.10.1109/CTS.2011.5898935
  98. A. S. Alwakeel, M. F. Abdelkader, K. G. Seddik, A. Ghuneim, “Adaptive Low Power Detection of Sparse Events in Wireless Sensor Networks”, IEEE Wireless Communications and Networking Conference, 3414-3419, 2014.10.1109/WCNC.2014.6953130
  99. M. Shirvanimoghaddam, L. Yonghui, B. Vucetic, “Sparse Event Detection in Wireless Sensor Networks Using Analog Fountain Codes”, IEEE Wireless Communications and Networking Conference, 3520-3525, 2014.10.1109/GLOCOM.2014.7037353
  100. D. Wang, Y. Zhou, Y. Wei, “A Bayesian Compressed Sensing Approach to Robust Object Localization in Wireless Sensor Networks”, IEEE Intl. Conf. on Mobile Services, 2430, 201410.1109/MobServ.2014.13
  101. Q. Huang, Y. Feng, Q. Zhang, “Fully Distributed Source Localization via Sparse Reconstruction in Wireless Sensor Network”, 12th Intl. Conf, on Signal Processing, 22212225, 201410.1109/ICOSP.2014.7015389
  102. X. Bo, Z. Linhua, “A Novel Multi-Target Localization Algorithm for WSN”, Intl. Conf, on Information and Communications Technologies, 1-4, 2014.
  103. Y. Gao, R. Wang, W. Wan, Y. Shuai, Y. Jin, “Target Monitoring in Wireless Sensor Networks Using Compressive Sensing”, IET Intl. Conf, on Smart and Sustainable City, 1-4, 2011
  104. Y. Zheng, T. Wimalajeewa, P. K. Varshney, “Probabilistic Sensor Management for Target Tracking via Compressed Sensing”, IEEE Intl. Conf, on Acoustics, Speech and Signal Processing, 5075-5079, 201410.1109/ICASSP.2014.6854569
  105. Y. Zheng, N. Cao, T. Wimalajeewa, P. K. Varshney, “Compressed Sensing Based Probabilistic Sensor Management for Target Tracking in Wireless Sensor Networks”, IEEE Trans. on Signal Processing, Accepted for publication, 2015, doi: 10.1109/TSP.2015.246419710.1109/TSP.2015.2464197
Language: English
Page range: 818 - 844
Submitted on: Feb 2, 2016
Accepted on: Apr 6, 2016
Published on: Jun 1, 2016
Published by: Professor Subhas Chandra Mukhopadhyay
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2016 G. Edwin Prem Kumar, K. Baskaran, R. Elijah Blessing, M. Lydia, published by Professor Subhas Chandra Mukhopadhyay
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.