基于改进蚁群算法的无线传感器网络PEGASIS协议

Wenjing Guo, Wei Zhang, Gang Lu
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引用次数: 75

摘要

针对无线传感器网络(WSN)的应用,提出了一种路由协议。它是一种基于PEGASIS协议的协议,但使用改进的蚁群算法而不是贪婪算法来构建链。与原来的PEGASIS相比,这个PEGASIS, PEG-ant,可以实现全局优化。它形成了一条链,使得路径分布更加均匀,传输距离的总平方更小。并且在构造过程中考虑了能量因素,使节点间的能耗达到平衡。在每轮传输中,根据每个节点当前的能量,选择一个leader直接与基站(BS)通信。仿真结果表明,该协议显著延长了网络的生存期。
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PEGASIS Protocol in Wireless Sensor Network Based on an Improved Ant Colony Algorithm
This paper proposes a routing protocol for the applications of Wireless Sensor Network (WSN). It is a protocol based on the PEGASIS protocol but using an improved ant colony algorithm rather than the greedy algorithm to construct the chain. Compared with the original PEGASIS, this one, PEG-ant, can achieve a global optimization. It forms a chain that makes the path more even-distributed and the total square of transmission distance much less. Moreover, in the constructing process, the energy factor has been taken into account, which brings about a balance of energy consumption between nodes. In each round of transmission, according to the current energy of each node, a leader is selected to directly communicate with the base station (BS). Simulation results have show that the proposed protocol significantly prolongs the network lifetime.
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