چکیده مقاله
One of the most import challenges in WSNs is routing due to the presence of hundreds or thousands of sensor nodes Low Energy Adaptive Clustering Hierarchy LEACH is a hierarchical routing and data dissemination protocol Sensor nodes send data packets over long distances Imperialist Competitive Algorithm ICA is an optimization algorithm inspired by social phenomenon It considers colonization process as a stage of socio political evolution Empowering LEACH with ICA LEACH ICA combination helps determine best CH location, conserve energy significantly, and maintain the network connectivity and decrease data packets loss It can significantly increase the network lifetime compared with LEACH algorithm We study the effect of deployment on LEACH ICA combination in term of Some WSN parameters We conclude the LEACH ICA combination has better efficiency in terms of cluster overlapping, radio interference, operation energy, CHs and ACSs consumed energy, number of ACSs out of range, number of CHs without any member, number of CHs overloaded, total number of data packets communication in the network, average amount of data packets per cluster with grid deployment compared to the network with random deployment
کلیدواژهها
نویسندگان
Seyed Mojtaba Hosseinirad
Department of Computer Engineering and IT, Payam Noor University, Iran
شیوه ارجاع
Hosseinirad, Seyed Mojtaba,1395,Effect of Deployment on LEACH-ICA Combination Algorithm for better Routing Performance in WSN,3rd National Congress of Electrical and Computer Engineering of Iran,Tehran
ارائهشده در
مجموعه مقالات سومین کنفرانس سراسری نوآوری های اخیر در مهندسی برق و کامپیوتر19 شهریور 1395 · تهران