Link weights-based ANT colony routing algorithm for wireless sensor networks

Yun-ming Wang, Bo Chen, Dong Zhang, Lulu Xiong
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引用次数: 1

Abstract

Aiming at the network congestion of wireless sensor networks causing the problem of network quality of service reduced drastically, the paper proposes an improved ant-colony routing algorithm based on link weights. The algorithm by analyzing the factors of available bandwidth, transmission delay, which impacts link-state, to calculates the link weights and adjusts the size of the pheromone, the current status of nodes are reflected directly, network local congestion is avoided, network traffic is balanced; the algorithm through adjusting the link weights of evaporation coefficient to improve the global search ability. Simulation results show that the algorithm can control the network congestion and balance the network load distribution.
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基于链路权重的无线传感器网络蚁群路由算法
针对无线传感器网络中网络拥塞导致网络服务质量急剧下降的问题,提出了一种改进的基于链路权重的蚁群路由算法。该算法通过分析影响链路状态的可用带宽、传输时延等因素,计算链路权重并调整信息素的大小,直接反映节点的当前状态,避免了网络局部拥塞,实现了网络流量的均衡;该算法通过调整蒸发系数的链路权值来提高全局搜索能力。仿真结果表明,该算法能够有效控制网络拥塞,平衡网络负载分配。
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