DocumentCode
1935325
Title
A distributed wireless channel assignment algorithm with collision reduction
Author
Wang, Ju ; Choi, Hongsik ; Jung, Changyong
Author_Institution
Comput. Sci. Dept., Virginia Commonwealth Univ., Richmond, VA
fYear
2009
fDate
18-22 May 2009
Firstpage
543
Lastpage
551
Abstract
Using multiple channels and smart frequency reuse strategy could significantly improve the performance of wireless sensor networks. In this paper we propose an method to determine channel usage based on discrete particle swarming optimization (PSO) algorithm. In stead of searching for a collision-free channel assignment which is not achievable in many scenarios, the goal of our algorithm is to find a channel allocation that results in the least amount of channel interference. Our method search discrete variables in the search space, and candidate solutions containing space-channel reuse. Local node channel state information is used to update the particle velocity as well as the current swarm optimum. Our results show that PSO can find very good channel allocation and significantly increase the overall communication efficiency and battery life.
Keywords
channel allocation; cochannel interference; distributed algorithms; frequency allocation; particle swarm optimisation; telecommunication congestion control; wireless channels; wireless sensor networks; channel allocation; cochannel interference; collision reduction; distributed algorithm; frequency reuse; particle swarming optimization; wireless channel assignment; wireless sensor network; Batteries; Channel allocation; Computer science; Frequency; Heuristic algorithms; Interchannel interference; Optimization methods; Radio spectrum management; Wireless networks; Wireless sensor networks; channel allocation; distributed algorithm; particle swarming; wireless network;
fLanguage
English
Publisher
ieee
Conference_Titel
Collaborative Technologies and Systems, 2009. CTS '09. International Symposium on
Conference_Location
Baltimore, MD
Print_ISBN
978-1-4244-4584-4
Electronic_ISBN
978-1-4244-4586-8
Type
conf
DOI
10.1109/CTS.2009.5067525
Filename
5067525
Link To Document