Cluster-based Routing Performance Optimization Constraint of Energy, Delay and Connectivity Metrics in Wireless Sensor Network

[1]Y. B. Wang, M. C. Vuran and S. Goddard, “Cross-Layer Analysis of the End-to-End Delay Distribution in Wireless Sensor Networks,” IEEE/ACM Transaction on Networking, Vol. 20, No. 1, pp. 305-318, Feb. 2012.10.1109/TNET.2011.2159845 Search in Google Scholar

[2]C.-T. Cheng, C. K. Tse and F. C. Lau, “A Delay-Aware Data Collection Network Structure for Wireless Sensor Networks,” IEEE Sensors Journal, Vol. 11, No. 3, pp. 699-710, March 2011.10.1109/JSEN.2010.2063020 Search in Google Scholar

[3]X. h. Xu, X. Y. Li and X. F. Mao, “A Delay-Efficient Algorithm for Data Aggregation in Multihop Wireless Sensor Networks,” IEEE Transactions on Parallel and Distributed System, Vol. 22, No. 1, pp. 163-175, Jan. 2011.10.1109/TPDS.2010.80 Search in Google Scholar

[4]C. Shanti and A. Sahoo, “DGRAM: A Delay Guaranteed Routing and MAC Protocol for Wireless Sensor Networks,” IEEE Transactions on Mobile Computing, Vol. 9, No. 10, pp. 14071423, Oct. 2010. Search in Google Scholar

[5]Y. Liu, Y. H. Wang, S. Y. Chen, X. Li and Z. F. Rao, “A Hybrid MAC Mechanism for Multiple Load Intelligent Vehicle Transportation Network,” International Journal on Smart Sensing and Intelligent System, Vol. 4, No. 4, pp. 662-674, Dec 2011.10.21307/ijssis-2017-461 Search in Google Scholar

[6]C. L. Cheng, H. Wu, Z. H. Yu and D. Y. Zhang, “Outlier Detection Based on Similar Flocking Model in Wireless Sensor Networks,” International Journal on Smart Sensing and Intelligent Systems, Vol. 6, No. 1, pp. 19-37, Feb 2013.10.21307/ijssis-2017-526 Search in Google Scholar

[7]W. Heizelman, A. Chandraksan and H. Balakrishnan, “Energy-Efficient Communication Protocol for Wireless MicrosensorNetworks,” in Proc. 33rd Hawaii Int’I. Conf. Sys. Sci., Hawaii, Jan. 2000. Search in Google Scholar

[8]A.Manjeshwar and D.P.Agarwal, “TEEN: a Routing Protocol for Enhanced Efficiency in Wireless Sensor Networks,” in 1stInt’I. Wksp. on Parallel and Distrib. Comp. Issues in Wireless Networks and Mobile Comp, April 2001. Search in Google Scholar

[9]A.Manjeshwar and D.P.Agarwal, “APTEEN: A Hybrid Protocol for Efficient Routing and Comprehensive Information Retrieval in Wireless Sensor Networks,”in Proc. Int’I. Parallel and Distrib. Proc. Symp., 2002.10.1109/IPDPS.2002.1016600 Search in Google Scholar

[10]C.-T. Cheng, C. K. Tse and F. C. Lau, “A Clustering Algorithm for Wireless Sensor Networks Based on Social Insect Colonies,” IEEE Sensors Journal, Vol. 11, No. 3, pp. 711-721, March 2011.10.1109/JSEN.2010.2063021 Search in Google Scholar

[11]C. S. Raghavendra and S. Lindsey, “PEGASIS: Power-Efficient Gathering in Sensor Information Systems,” in Proc. IEEE Conf. Aerosp,BigSky,MT, Mar.2002. Search in Google Scholar

[12]H. Tan and Í.Körpeog^lu, “Power efficient data gathering and aggregation in wireless sensor networks,” in ACM SIGMOD Record, Dec. 2003.10.1145/959060.959072 Search in Google Scholar

[13]R. Rajagopalan and P. K. Varshney, “Connectivity Analysis of Wireless Sensor Networks with Regular Topologies in the Presenc of Channel Fading,” IEEE Transactions on wireless communications, Vol. 8, No. 7, pp. 3475-3483, July 2009. Search in Google Scholar

[14]H. M. Ammari and S. K. Das, “A Study of k-Coverage and Measures of Connectivity in 3D Wireless Sensor Networks,” IEEE Transactions on Computers, Vol. 59, No. 2, pp. 243-257, Feb. 2010.10.1109/TC.2009.166 Search in Google Scholar

[15]J. Kim, X. Lin, B. N. Shroff and P. Sinha, “Minimizing Delay and Maximizing Lifetime for Wireless Sensor Networks With Anycast,” IEEE/ACM Transactions on Networking, Vol. 18, No. 2, pp. 515-528, April 2010.10.1109/TNET.2009.2032294 Search in Google Scholar

[16]Elizabeth F. Wanner, F. V. C. M. and E. G. C. , “A Hybrid Multiobjective Evolutionary Approach for Improving the Performance of Wireless Sensor Networks,” IEEE Sensors Journal, Vol. 11, No. 3, pp. 545-554, Mar 2011.10.1109/JSEN.2010.2048897 Search in Google Scholar

[17]S. Sengupta and S. Das, “An Evolutionary Multiobjective Sleep-Scheduling Scheme for Differentiated Coverage in Wireless Sensor Networks,” IEEE Sensors Journal, Vol. 42, No. 6, pp. 1093-1102, Nov. 2012. Search in Google Scholar

[18]E. Masazade, “A Multiobjective Optimization Approach to Obtain Decision Thresholds for Distributed Detection in Wireless Sensor Networks,” IEEE Transactions on System, Vol. 40, No. 2, pp. 444-457, Apirl 2010.10.1109/TSMCB.2009.202663319674955 Search in Google Scholar

[19]M. d. Xu and H. Leung, “A Joint Fusion, Power Allocation and Delay Optimization Approach forWireless Sensor Networks,” IEEE SENSORS JOURNAL, Vol. 11, No. 3, pp. 737744, March 2011. Search in Google Scholar

[20]L. Liu, B. Hu and L. Li, “Energy conservation algorithms for maintaining coverage and connectivity in wireless sensor networks,” IET Communications, Vols. 4,Iss.7, pp. 786-800, 2010.10.1049/iet-com.2009.0129 Search in Google Scholar

[21]C.-T. Cheng, H. Leung and M. Patrick, “A Delay-Aware Network Structure for Wireless Sensor Networks With In-Network Data Fusion,” IEEE Sensors Journal, Vol.13, No. 5, pp. 16221631, May 2013. Search in Google Scholar

[22]D. Schmidt, T. Kuhn and N. Wehn, “Energy modelling in sensor networks,” Advances in Radio Science, Vol. 5, pp. 347-351, 2007.10.5194/ars-5-347-2007 Search in Google Scholar

[23]C. Suh, Z. H. Mir and Y. -B. Ko, “Design and implementation of enhanced IEEE 802.15.4 for supporting multimedia service in wireless sensor networks,” Computer Networks, Vol. 52, p. 2568–2581, Sept. 2008. Search in Google Scholar

[24]“MICAz wireless measurement system. Crossbow Technology, Inc.[Online]. Available: http://www.xbow.com/“. Search in Google Scholar

[25]D. Schmidt, T. Kuhn and N. Wehn, “Energy modelling in sensor networks,” Advances in Radio Science, Vol. 5, pp. 347-351, 2007.10.5194/ars-5-347-2007 Search in Google Scholar

[26]M. Lotfinezhad, B. Liang and E. S. Sousa, “Adaptive cluster-based data collection in sensor networks with direct sink access,” IEEE Transactions on Mobile Computing, Vol. 7, No. 7, p. 884–897, July 2008.10.1109/TMC.2007.70769 Search in Google Scholar

[27]P.Hajela and C.Y.Lin, “Genetic search strategies in multicriterion optimal design,”Structural and Multidisciplinary Optimization, Vol. 4, No. 3, pp. 99-107, Jun. 1992.10.1007/BF01759923 Search in Google Scholar

[28]N.Srinivas and K.Deb, “Muiltiobjective optimization using nondominated sorting in genetic algorithms,” Evolutionary Computation, Vol. 2, No. 3, pp. 221-248, 1994.10.1162/evco.1994.2.3.221 Search in Google Scholar

[29]K.Deb, A.Pratap, S.Agarwal and T.Meyarivan, “A fast and elitist multiobjective genetic algorithm: NSGA-II,” IEEE Transaction on Evolutionary Computation, Vol. 6, No. 2, pp. 182197, 2002. Search in Google Scholar

[30]J.N.Al-Karaki and A.E.Kamal, “Routing Techniques in Wireless Sensor Networks: A Survey,” IEEE Wireless Commun.Mag, Vol. 11, No. 6, pp. 6-28, Dec.2004.10.1109/MWC.2004.1368893 Search in Google Scholar

[31]F. Wang and C. J. Liu, “Networked Wireless Sensor Data Collection: Issues, Challenges, and Approaches,” IEEE Communication Surveys& Tutorials, Vol. 13, pp. 673-687, FOURTH QUARTER 2011.10.1109/SURV.2011.060710.00066Search in Google Scholar