Three Swarm Intelligence Algorithms for Wireless Sensor Network Applications: A review

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Abstract

: Wireless Sensor Networks (WSNs) are increasingly realizing applications in IoT, smart grids, healthcare, security, swarm robotics, etc. Swarm Intelligence is used to optimize performance parameters associated with WSNs including localization, coverage, network lifetime, energy efficiency to name a few. The scope of this paper is restricted to a survey on Stochastic Diffusion Search, Genetic Algorithm and Particle Swarm Algorithm with respect to their organization and capacity to optimize these network parameters and their current as well as potential applications in WSNs.
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三种群体智能算法在无线传感器网络中的应用综述
无线传感器网络(wsn)在物联网、智能电网、医疗保健、安全、群体机器人等领域的应用越来越广泛。蜂群智能用于优化与wsn相关的性能参数,包括定位、覆盖、网络寿命、能源效率等。本文的范围仅限于综述随机扩散搜索、遗传算法和粒子群算法的组织和优化这些网络参数的能力,以及它们在WSNs中的当前和潜在应用。
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