无线传感器网络中基于连接的路径约束移动汇聚数据采集

Abdullah Al-Hasanat, K. Matrouk, Haitham A. Alasha'ary, Z. Alqadi
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引用次数: 29

摘要

设计一种有效、鲁棒的数据采集算法对无线传感器网络的整体性能至关重要。然而,对于电力资源有限且采用多跳通信协议的传感器节点来说,使用传统的路由算法进行数据收集是低效的。利用移动水槽收集数据是解决这一问题的有效办法。这种方法的主要缺点是移动接收器的时间和路径限制,这限制了移动接收器从所有传感器节点收集数据,然后,移动接收器仍然需要对这些无法到达的部分进行数据路由。本文提出了一种新的数据收集算法,称为基于连接的数据收集(CBDC)。CBDC算法利用传感器节点间的连通性,在满足移动sink路径约束的同时确定移动sink的运动轨迹,使多跳通信次数最小化。研究结果表明,与LEACH-C算法相比,CBDC算法在传感器网络的不同连接级别、不同节点数量和不同路径约束下延长了网络寿命。
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Connectivity-Based Data Gathering with Path-Constrained Mobile Sink in Wireless Sensor Networks
The design of an effective and robust data gathering algorithm is crucial to the overall performance of wireless sensor networks (WSN). However, using traditional routing algorithms for data gathering is energy-inefficient for sensor nodes with limited power resources and multi-hop communication protocols. Data gathering with mobile sinks provided an effective solution to this problem. The major drawback of this approach is the time and path constraints of the mobile sink, which limit the mobile sink to collect data from all sensor nodes and, then, data routing is still required for these unreachable parts by the mobile sink. This paper presents a new data gathering algorithm called Connectivity-Based Data Collection (CBDC). The CBDC algorithm utilizes the connectivity between sensor nodes so as to determine the trajectory of the mobile sink whilst satisfying its path constraint and minimizing the number of multi-hop communications. The presented results show that CBDC, in comparison with the LEACH-C algorithm, prolongs the network life time at different connectivity levels of sensor networks, varying number of sensor nodes and at different path constraints of the mobile sink.
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