The LOAD-BALANCED Routing In Industrial Wireless Sensor Network

被引：0
|
作者：
Chang, Ching-Lung [1 ]
Lee, Hao-Ting [1 ]
Chen, Chien-Chung [1 ]
机构：
[1] Natl Yunlin Univ Sci & Technol, Inst Comp Sci & Informat Engn, Touliu, Yunlin, Taiwan
来源：
INTELLIGENT SYSTEMS AND APPLICATIONS (ICS 2014) | 2015年 / 274卷
关键词：
wireless sensor network; linear programming; simulated anneal algorithm; load balance; ALGORITHM;
D O I：
10.3233/978-1-61499-484-8-1365
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Wireless sensor network in industrial environment (denoted IWSN) has data delivery time constraint from sensor node to sink node. Due to the dynamic routing and transmission collision, the data delivery time in IWSN is unpredictable. Considering the power consumption, the sensor node closing to the sink node will incur more power consumption for help other data forwarding. In this paper, a proactive routing which constructs the sensor nodes into a logical circular chain topology (i.e., ring topology) to avoiding the data collision problem and to provide bounded transmission delay. We propose two schemes to construct a load-balanced logical circular chain for prolonging the network lifetime. The first one is to convert IWSN circular chain construction problem to the traveling salesman problem (TSP) with genetic algorithm and heuristic algorithm, and the other one is linear programming scheme with simulated anneal algorithm. A Ping-Pong Token mechanism which can prolong the network lifetime and balance residual power of each node is applied. Simulation results reveal that the linear programming scheme with Ping-Pong Token has the less data delivery time and power consumption.
引用
收藏
页码：1365 / 1374
页数：10
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