000			02172 a2200277 4500
003			OSt
020			_a9783662572757
040			_cIIT Kanpur
041			_aeng
082			_a006.3 _bC739
245			_aComputational intelligence in sensor networks _cedited by Bijan Bihari Mishra ...[et al.]
260			_bSpringer _c2019 _aGermany
300			_axiv, 488p
440			_aStudies in computational intelligence
490			_a/ edited by Janusz Kacprzyk; v. 776
520			_aThis book discusses applications of computational intelligence in sensor networks. Consisting of twenty chapters, it addresses topics ranging from small-scale data processing to big data processing realized through sensor nodes with the help of computational approaches. Advances in sensor technology and computer networks have enabled sensor networks to evolve from small systems of large sensors to large nets of miniature sensors, from wired communications to wireless communications, and from static to dynamic network topology. In spite of these technological advances, sensor networks still face the challenges of communicating and processing large amounts of imprecise and partial data in resource-constrained environments. Further, optimal deployment of sensors in an environment is also seen as an intractable problem. On the other hand, computational intelligence techniques like neural networks, evolutionary computation, swarm intelligence, and fuzzy systems are gaining popularity in solving intractable problems in various disciplines including sensor networks. The contributions combine the best attributes of these two distinct fields, offering readers a comprehensive overview of the emerging research areas and presenting first-hand experience of a variety of computational intelligence approaches in sensor networks.
650			_aComputational intelligence
650			_aWireless sensor networks
700			_aMishra, Bijan Bihari [ed.]
700			_aDehuri, Satchidanand [ed.]
700			_aPanigrahi, Bijaya Ketan [ed.]
700			_aNayak, Ajit Kumar [ed.]
700			_aMishra, Bhabani Shankar Prasad [ed.]
700			_aDas, Himansu [ed.]
942			_cBK
999			_c564902 _d564902