Title :
Firefly algorithm optimization based WSN localization algorithm
Author :
Bingnan Pei; Hao Zhang; Tengda Pei;Hongyan Wang
Author_Institution :
Information Engineering College, Dalian University, Liaoning 116622, China
fDate :
4/1/2015 12:00:00 AM
Abstract :
Regarding the relatively big errors with running the DV-Hop localization algorithm in a network topology environment, with which the nodes were randomly distributed, the firefly algorithm(FA) was used to correct the position estimated by DV-Hop, a firefly optimization localization algorithm based on DV-Hop was proposed. The mathematical model was built with the smallest error for all of unknown nodes, and the firefly algorithm was used to obtain the optimal solution of the model without additional devices and increasing the traffic. The simulation results show that the average localization error of the FDV-Hop algorithm is significantly improved compared with the original algorithm.
Conference_Titel :
Information and Communications Technologies (ICT 2015), 2015 International Conference on
Print_ISBN :
978-1-84919-994-0
DOI :
10.1049/cp.2015.0216