Directional Controlled Fusion in Wireless Sensor Networks

被引:26
作者
Chen, Min [1 ]
Leung, Victor C. M. [1 ]
Mao, Shiwen [2 ]
机构
[1] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V6T 1Z4, Canada
[2] Auburn Univ, Dept Elect & Comp Engn, Auburn, AL 36849 USA
基金
美国国家科学基金会;
关键词
data fusion; image sensor networks; multipath routing; wireless sensor networks;
D O I
10.1007/s11036-008-0133-6
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Though data redundancy can be eliminated at aggregation point to reduce the amount of sensory data transmission, it introduces new challenges due to multiple flows competing for the limited bandwidth in the vicinity of the aggregation point. On the other hand, waiting for multiple flows to arrive at a centralized node for aggregation not only uses precious memory to store these flows but also increases the delays of sensory data delivery. While traditional aggregation schemes can be characterized as "multipath converging," this paper proposes the notation of "multipath expanding" to solve the above problems by jointly considering data fusion and load balancing. We propose a novel directional-controlled fusion (DCF) scheme, consisting of two key algorithms termed as directional control and multipath fusion. By adjusting a key parameter named multipath fusion factor in DCF, the trade-offs between multipath-converging and multipath-expanding can be easily achieved, in order to satisfy specific QoS requirements from various applications. We present simulations that verify the effectiveness of the proposed scheme.
引用
收藏
页码:220 / 229
页数:10
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