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Routing in Wireless Sensor Networks Using an Ant Colony Optimization (ACO) Router Chip

机译:使用蚁群优化(ACO)路由器芯片的无线传感器网络中的路由

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摘要

Wireless Sensor Networks consisting of nodes with limited power are deployed to gather useful information from the field. In WSNs it is critical to collect the information in an energy efficient manner. Ant Colony Optimization, a swarm intelligence based optimization technique, is widely used in network routing. A novel routing approach using an Ant Colony Optimization algorithm is proposed for Wireless Sensor Networks consisting of stable nodes. Illustrative examples, detailed descriptions and comparative performance test results of the proposed approach are included. The approach is also implemented to a small sized hardware component as a router chip. Simulation results show that proposed algorithm provides promising solutions allowing node designers to efficiently operate routing tasks.
机译:部署了由功率有限的节点组成的无线传感器网络,以从现场收集有用的信息。在无线传感器网络中,以节能的方式收集信息至关重要。蚁群优化是一种基于群体智能的优化技术,广泛用于网络路由。针对由稳定节点组成的无线传感器网络,提出了一种使用蚁群优化算法的新型路由方法。包括说明性示例,详细描述和比较性能测试结果。该方法还实现为小型硬件组件作为路由器芯片。仿真结果表明,所提出的算法提供了有希望的解决方案,使节点设计人员可以有效地操作路由任务。

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