Can CUI, Yi SUN, Jun LU, et al. Research on a hexagonal lattice optimal clustering routing algorithm based on hybrid CS for WSN[J]. Journal on Communications, 2016, 37(5): 176-183.
DOI:
Can CUI, Yi SUN, Jun LU, et al. Research on a hexagonal lattice optimal clustering routing algorithm based on hybrid CS for WSN[J]. Journal on Communications, 2016, 37(5): 176-183. DOI: 10.11959/j.issn.1000-436x.2016104.
Research on a hexagonal lattice optimal clustering routing algorithm based on hybrid CS for WSN
A hexagon lattice clustering model for WSN was proposed based on hybrid CS.The relationship between data transmission times and compression ratio and clus er size was analyzed quantitatively to get optimal clustering number.Then
a hexagon lattice optimal clustering routing algorithm for WSN based on ybrid CS was proposed
to balance network communication overhead and reduce data transmission times.Simulation experiment proved that the optimal clustering model and algorithm proposed are better than traditional ones in reducing data transmis-sion times in WSN.
MA Z C , SUN Y N , MEI T . Wireless sensor network review [J ] . Jour-nal on Communications , 2004 , 25 ( 4 ): 114 - 124 .
HEINZELMAN W R , CHANDRAKASAN A , BALAKRISHNAN H . Energy-efficient communication protocol for wireless microsensor networks [C ] // The 33rd Annual Hawaii International Conference on System Sciences . c2000 : 8020 - 8020 .
YOUNIS O , FAHMY S . HEED:a hybrid,energy-efficient,distributed clustering approach for ad hoc sensor networks [J ] . IEE Transactions on Mobile Computing , 2004 , 3 ( 4 ): 366 - 379 .
DONOHO D L . Compressed sensing [J ] . IEEE Transactions on Information Theory , 2006 , 52 ( 4 ): 1289 - 1306 .
WANG J , TANG S , YIN B , et al . Data gathering in wireless se networks through intelligent compressive sensing [C ] // OM,2012 Proceedings IEEE , c2012 : 603 - 611 .
FAZEL F , FAZEL M , STOJANOVIC M . Random access compressed sensing for energy-efficient underwater sensor networks [J ] . IEEE Journal on Selected Areas in Communications , 2011 , 29 ( 8 ): 1660 - 1670 .
HAUPT J , BAJWA W U , RABBAT M , et al . Compressed sensin for networked data [J ] . Signal Processing Magazine IEEE , 2008 , 25 ( 2 ): 92 - 101 .
LUO C , SUN J , et al . Compressive data gathering for large-scale wireless sensor networks [C ] // The 15th Annual Internation-al Conference on Mobile Computing and Networking . ACM , c2009 : 145 - 156 .
XIANG L , LUO J , VASILAKOS A . Compressed data aggregation for energy efficient wireless sensor networks [C ] // 2011 8th Annual IEEE Communications Society Conference on Sensor,Mesh and Hoc Communications and Networks(SECON) , c2011 : 46 - 54 .
JIANG W X . Energy heterogeneous clustering routing protocol based on compressed sensing [J ] . Journal of Sensing Technology , 2013 ,( 06 ): 894 - 900 .
XIE R , JIA X . Transmission efficient clustering method for wireless sensor networks using compressive sensing [J ] . IEEE Transactions on Parallel & Distributed Systems , 2013 , 25 ( 3 ): 1 .
WANG D , LIN L , XU L . A study of subdividing hexagon-clustered WSN for power saving:analysis and simulation [J ] . Ad Hoc Networks , 2011 , 9 ( 7 ): 1302 - 1311 .
LUCKJIFF G , DOBSON I . Power spectrum of a sigma-delta modula-tor with hexagonal vector quantization and constant input [C ] // The 1999 IEEE International Symposium on Circuits and Systems.IS-CAS'99 . c1999 : 270 - 273 .
TROPP J A , GILBERT A C . Signal recovery from random measure-ments via orthogonal matching pursuit [J ] . IEEE Transactions on In-formation Theory , 2007 , 53 ( 12 ): 4655 - 4666 .
CANDES E J , ROMBERG J , TAO T . Robust uncertainty princ les:exact signal reconstruction from highly incomplete frequency infor-mation [J ] . IEEE Transactions on Information Theory , 2004 , 52 ( 2 ): 489 - 509 .
LUO C , WU F , SUN J , et al . Efficient measurement generation and pervasive sparsity for compressive data gathering [J ] . EE Transac-tions on Wireless Communications , 2010 , 9 ( 12 ): 3728 - 3738 .
LUO J , XIANG L , ROSENBERG C . Does compressed sensing improve the throughput of wireless sensor networks? [C ] 2010 IEEE International Conference on Communications(ICC) , c2010 : 1 - 6 .