An improved localization algorithm based on genetic algorithm in wireless sensor networks

Akyildiz IF, Su W, Sankarasubramaniam Y, Cayirci E (2002) Wireless sensor networks: a survey. Comput Netw 38:393–422

Bulusu N, Heidemann J, Estrin D (2000) GPS-less low cost outdoor localization for very small devices. IEEE Pers Commun Mag 7(5):28–34

Doherty L, Pister K, Ghaoui LE (2001) Convex position estimation in wireless sensor networks. In: Proceedings of the IEEE INFOCOM, Anchorage, pp 1478–1521

Forrest S, Mitchell M (1993) Relative building-block fitness and the building-block hypothesis. In: Whitley LD (ed) Foundations of genetic algorithms 2. Morgan Kauffman, San Mateo

Gao Y, Zhuang Y, Ni T, Yin K, Xue T (2010) An improved genetic algorithm for wireless sensor networks localization. In: Proceedings of IEEE fifth international conference on bio-inspired computing: theories and applications (BIC-TA), pp 439–443

Girod L, Estrin D (2001) Robust range estimation using acoustic and multimodal sensing. Proc IEEE/RSJ Int Conf Intell Robots Syst 3:1312–1320

Girod L, Bychovskiy V, Elson J, et al (2002) Locating tiny sensors in time and space. In: Proceedings of the IEEE international conference on computer design: VLSI in computers and Processors, pp 214–219

Goldberg DE (1989) Genetic algorithms in search, optimization and machine learning, vol 432. Addison Wesley, Reading

Gu MS, Yan YS, You L, Zuo Z (2013) An improvement of localization algorithm based on particle swarm optimization and simulated, annealing in wireless sensor networks. J Inf Comput Sci 10(5):1497–1505

He T, Huang C, Blum B, Stankovic J, Abdelzaher T (2003) Range-free localization schemes in large scale sensor networks. In: Proceedings of the 9th annual international conference on mobile computing and networking (MobiCom), pp 81–95

Holland JH (1975) Adaptation in natural and artificial systems. The University of Michigan Press, Ann Arbor

Kazarlis SA, Bakirtzis AG, Petridis V (1996) A genetic algorithm solution to the unit commitment problem. IEEE Trans Power Syst 11(1):83–92

Li WW, Zhou WN (2011) Genetic algorithm-base localization algorithm for wireless sensor networks. In: Proceedings of seventh international conference on natural computation. IEEE, pp 2096–2099

Liu DS (2010) Improved genetic algorithm based on simulated annealing and quantum computing strategy for mining association rules. J Softw 5(11):1243–1249

Nagpal R (1999) Organizing a global coordinate system from local information on an amorphous computer, A.I. Memo1666, MIT A.I. Laboratory

Nan GF, Li MQ, Li J (2007) Estimation of node localization with a real-code genetic algorithm in WSNs. In: Proceedings of the sixth international conference on machine learning and cybernetics, vol 2. IEEE, pp 873–878

Nicolescu D, Nath B (2003) DV baesd positioning in ad hoc networks. J Telecommun Syst 22(1–4):267–280

Nicolescu D, Nath B (2001) Ad-hoc positioning system. In: Global telecommunications conference (GlobeCom). IEEE, vol 5, pp 2926–2931

Niculescu D, Nath B (2003) Ad-hoc position systems (APS) using AOA. In: Proceedings of 22nd annual joint conference of the IEEE computer and communication societies ( INFOCOM’ 2003), 3

Parkinson BW, Spilker J (1996) Global positioning system: theory and applications. In: Progress in Aeronautics and Astronautics, 793. American Institute of Aeronautics and Astronautics

Savvides A, Han CC, Srivastava MB (2001) Dynamic fine-grained localization in ad-hoc networks of sensors. In: Proceeding of 7th annual intemational conference on mobile computing and networking, pp 166–199