Title :
Virtual force based individual particle optimization for coverage in wireless sensor networks
Author :
Dirafzoon, A. ; Salehizadeh, S.M.A. ; Emrani, S. ; Menhaj, M.B.
Author_Institution :
Dept. of Electr. Eng., Amirkabir Univ. of Technol., Tehran, Iran
Abstract :
This paper proposes a novel deployment algorithm for wireless sensor networks namely VFIPO based on individual particle optimization (IPO) incorporated with virtual force (VF) algorithm, which overcomes the shortcomings of applying the VF algorithm. Simulation results verify that mobile nodes deployment with VFIPO outperforms the previous deployment algorithms such as VF, PSO, VFPSO and IPO based approaches with respect to effective coverage area and computation time.
Keywords :
particle swarm optimisation; sensor placement; wireless sensor networks; VFIPO; deployment algorithm; individual particle optimization; virtual force algorithm; wireless sensor network coverage; Force; Monitoring; Optimization; Robot sensing systems; Wireless sensor networks; Individual particle optimization; Sensor coverage; Virtual force; Wireless sensor networks;
Conference_Titel :
Electrical and Computer Engineering (CCECE), 2010 23rd Canadian Conference on
Conference_Location :
Calgary, AB
Print_ISBN :
978-1-4244-5376-4
Electronic_ISBN :
0840-7789
DOI :
10.1109/CCECE.2010.5575140