NDLI: Efficient Broadcast Scheduling Based on Hybrid Fuzzy Hopfield Network for Ad Hoc Networks

Content Provider	IEEE Xplore Digital Library
Author	Zhang Xi-zheng
Copyright Year	2007
Description	Author affiliation: Hunan Inst. of Eng., Xiangtan (Zhang Xi-zheng)
Abstract	Due to the mutual interference and sharing of wireless links in TDMA ad hoc networks, conflicts will occur when data message are transmitting between nodes. The broadcast scheduling problem (BSP) is aim to schedule each node in different slot of fixed length frame at least once, and the objective of BSP is to seek for the optimal feasible solution, which has the shortest length of frame slots as well as the maximum node transmission. In this paper, we propose a two stage hybrid algorithm based on fuzzy Hopfield neural network to solve this BSP in ad hoc. In the first stage, we use a modified sequential vertex coloring algorithm to obtain a minimal TDMA frame length. Experimental results, obtained from the running on three benchmark graph, show that our algorithm can achieve better performance with shorter frame length and higher channel utilizing ratio than other exit BSP solutions.
Starting Page	555
Ending Page	560
File Size	146007
Page Count	6
File Format	PDF
ISBN	9780769528748
DOI	10.1109/FSKD.2007.266
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-08-24
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Time division multiple access Processor scheduling Neural networks Clustering algorithms Hopfield neural networks Static VAr compensators Broadcasting Ad hoc networks Multi-layer neural network Genetic algorithms
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
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3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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