无线自组织网络中的节能组播:蚁群优化方法

H. Hernández, C. Blum
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引用次数: 7

摘要

在无线自组织网络中,节点通常配备电池,能源是一种稀缺资源。因此,网络运行的功耗是至关重要的,需要进行优化。组播是自组织网络的一个基本问题。在本文中,我们考虑了所谓的最小能量组播(MEM)问题,它可以被描述为一个组合优化问题。针对具有全向天线和定向天线的网络,提出了一种蚁群优化元启发式算法。结果表明,我们的算法始终优于现有的技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Energy-efficient multicasting in wireless ad-hoc networks: An ant colony optimization approach
In wireless ad-hoc networks, where nodes are often equipped with batteries, energy is a scarce resource. Therefore, power consumption of network operations is critical and subject to optimization. One of the fundamental problems in ad-hoc networks is multicasting. In this work we consider the so-called minimum energy multicast (MEM) problem, which can be stated as a combinatorial optimization problem. We develop an ant colony optimization metaheuristic for networks with omni-directional and directional antennas. The results show that our algorithm consistently outperforms existing techniques.
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