Title :
Self Organized Mobility in Nanosensor Network Based on Particle Swarm Optimization and Coverage Criteria
Author :
Hla, Khin Haymar Saw ; Choi, YoungSik ; Park, Jong Sou
Author_Institution :
Dept. of Comput. Eng., Korea Aerosp. Univ., Goyang
Abstract :
This study presents a self organized control of nano sensor´s mobility based on the particle swarm optimization (PSO) algorithm. PSO models the set of potential problem solutions as a swarm of particles moving about in a virtual search space by adapting self organizing concept. The study is based on the premise that the deployment of nanosensors and used for investigating within human body. The spatially distributed nanosensors collect information about the target environment by moving throughout the body. Movement of sensors will be addressed how sensors are perimeter covered to the target environment. There may be two kinds of issues for coverage such that insufficient coverage and covered by too many sensors in certain areas without necessary. If there is not enough coverage, the required information may not get properly. If there are more sensors than necessary, there may be some redundant nodes and it may consume more energy. Therefore, the sensors should move to the next target, which has proper coverage criteria. The simulation results have approved that the proposed scheme effectively constructs a self organized mobility within the optimized coverage area.
Keywords :
distributed sensors; nanoelectronics; particle swarm optimisation; nanosensor mobility; nanosensor network; particle swarm optimization; self organized control; self organized mobility; spatially distributed nanosensors; virtual search space; Aerospace engineering; Biological system modeling; Chemicals; Computational modeling; Computer networks; Distributed control; Humans; Microscopy; Organizing; Particle swarm optimization; coverage; nanorobots; nanosensor network; particle swarm optimization;
Conference_Titel :
Networked Computing and Advanced Information Management, 2008. NCM '08. Fourth International Conference on
Conference_Location :
Gyeongju
Print_ISBN :
978-0-7695-3322-3
DOI :
10.1109/NCM.2008.207