DocumentCode :
3540481
Title :
Based on Tree Structure and C4.5 Algorithm Protocol in Wireless Sensor Networks
Author :
Rong Fu ; Min Yu ; Chengwu Zou
Author_Institution :
Sch. of Software, Jiangxi Normal Univ., Nanchang, China
fYear :
2012
fDate :
21-23 Sept. 2012
Firstpage :
1
Lastpage :
4
Abstract :
Wireless Sensor Network (WSN) has been intensely studied because of their potential applications and technological challenges. However, WSN is a large number of resource constrained sensor nodes, which have limited battery and low power operation. Consequently, network lifetime becomes an important parameter for efficient design of data gathering schemes for sensor networks. In this paper, to achieve fault tolerance and to extend network lifetime, both cluster and tree structures for data gathering are taken. The novelty of this paper is in its development of a combination use of tree and cluster structured model in WSN while using C4.5 algorithm to choose the suitable parent nodes and data compression. The simulation results show that by using the proposed approach, the lifetime and the throughput of the network will be increased.
Keywords :
data compression; fault tolerance; protocols; telecommunication network reliability; wireless sensor networks; C4.5 algorithm procotol; WSN; cluster structure; data compression; data gathering scheme; fault tolerance; network lifetime; network throughput; parent node; resource constrained sensor node; tree structure; wireless sensor network; Batteries; Classification algorithms; Decision trees; Energy consumption; Protocols; Throughput; Wireless sensor networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless Communications, Networking and Mobile Computing (WiCOM), 2012 8th International Conference on
Conference_Location :
Shanghai
ISSN :
2161-9646
Print_ISBN :
978-1-61284-684-2
Type :
conf
DOI :
10.1109/WiCOM.2012.6478443
Filename :
6478443
Link To Document :
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