FUSA: Fuzzy logic based clustering protocol for formation of uniform size clusters

机译：FUSA：基于模糊逻辑的聚类协议，用于形成均匀大小的聚类

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Various clustering protocols for ad hoc networks have been proposed in order to optimise the networks energy efficiency. These protocols rely on the formation of highly dense clusters which resulted in a large variation of cluster size and thus suffers from a poor load balancing. This paper introduce a novel distributed clustering algorithm using fuzzy logic for the formation of uniform size clusters called FUSA. Simulation results show that FUSA is able to reduce the cluster size variation by up to 28.7% and 58.6% compared to reinforcement based clustering. Furthermore, the proposed algorithm enables node to efficiently learn about its positioning significant in the networks and complete the clustering phase at much quicker rate.

机译：为了优化网络能量效率，已经提出了用于自组织网络的各种群集协议。这些协议依赖于高度密集的集群的形成，这导致集群大小的巨大变化，因此负载平衡很差。本文介绍了一种新的使用模糊逻辑的分布式聚类算法，用于形成均匀大小的聚类，称为FUSA。仿真结果表明，与基于增强的聚类相比，FUSA能够将聚类大小变化分别降低28.7％和58.6％。此外，所提出的算法使节点能够有效地了解其在网络中的重要位置，并以更快的速度完成聚类阶段。

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来源
《2017 International Conference on Engineering Technology and Technopreneurship》|2017年|1-6|共6页
会议地点 Kuala Lumpur(MY)
作者
Aizat Ramli; Hafiz Basarudin; Mohd Azlan Abu; Muhyi Yaakop; Mohamad Ismail Sulaiman;
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作者单位

Universiti Kuala Lumpur British Malaysian Institute (UniKL BMI), Jalan Sungai Pusu, 53100 Kuala Lumpur, Malaysia;

Universiti Kuala Lumpur British Malaysian Institute (UniKL BMI), Jalan Sungai Pusu, 53100 Kuala Lumpur, Malaysia;

Universiti Kuala Lumpur British Malaysian Institute (UniKL BMI), Jalan Sungai Pusu, 53100 Kuala Lumpur, Malaysia;

Universiti Kuala Lumpur British Malaysian Institute (UniKL BMI), Jalan Sungai Pusu, 53100 Kuala Lumpur, Malaysia;

Universiti Kuala Lumpur British Malaysian Institute (UniKL BMI), Jalan Sungai Pusu, 53100 Kuala Lumpur, Malaysia;

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原文格式 PDF
正文语种 eng
中图分类
关键词
Ad hoc networks; Fuzzy logic; Clustering algorithms; Signal to noise ratio; Protocols; Fuzzy sets; Wireless sensor networks;

机译：Ad hoc网络;模糊逻辑;聚类算法;信噪比;协议;模糊集;无线传感器网络;;

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1. IMPROVING THE LEACH PROTOCOL USING FUZZY-LOGIC AND UNIFORM ELECTION ALGORITHM FOR THE CLUSTER HEAD [J] . Jong-Yong Lee, Dae-Sung Lee Far East Journal of Electronics and Communications . 2016,第4期

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2. Clustering-based Optimized HEED protocols for WSNs using bacterial foraging optimization and fuzzy logic system [J] . Gupta Prateek, Sharma Ajay K. Soft computing: A fusion of foundations, methodologies and applications . 2019,第2期

机译：使用细菌觅食优化和模糊逻辑系统的WSN的基于聚类的优化Heed协议
3. An Energy Efficient Fuzzy Logic Cluster Formation Protocol in Wireless Sensor Networks [J] . Rogaia Mhemed, Nauman Aslam, William Phillips, Procedia Computer Science . 2012,第1期

机译：无线传感器网络中的节能高效模糊逻辑集群形成协议
4. FUSA: Fuzzy logic based clustering protocol for formation of uniform size clusters [C] . Aizat Ramli, Hafiz Basarudin, Mohd Azlan Abu, International Conference on Engineering Technology and Technopreneurship . 2017

机译：Fusa：基于模糊的基于逻辑的组合协议，用于形成均匀大小集群
5. Automatic detection of microcalcification clusters using wavelet transformation and fuzzy logic. [D] . Liu, Xi-Yu. 2004

机译：使用小波变换和模糊逻辑自动检测微钙化簇。
6. Energy-Efficient Fuzzy-Logic-Based Clustering Technique for Hierarchical Routing Protocols in Wireless Sensor Networks [O] . Abdulmughni Hamzah, Mohammad Shurman, Omar Al-Jarrah, 2019

机译：无线传感器网络中基于节能逻辑的分层路由协议聚类技术
7. An energy efficient fuzzy logic cluster formation protocol in wireless sensor networks [O] . Aslam, Nauman, Mhemed, Rogaia, Phillips, William, 2012

机译：无线传感器网络中的节能模糊逻辑簇形成协议

FUSA: Fuzzy logic based clustering protocol for formation of uniform size clusters

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