Proceedings ArticleDOI
Energy efficient rough fuzzy set based clustering and cluster head selection for WSN
Sanjoy Mondal,Pratik Dutta,Saurav Ghosh,Utpal Biswas +3 more
- Vol. 2016, pp 439-444
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TLDR
Matlab simulation results indicate RF-LEACH performs better than LEACH, Fuzzy LEACH and FCM LEACH in terms of extending network lifetime and throughput in a load balanced way and is shown to be statistically significant.Abstract:
Wireless Sensor Network (WSN) consists of battery powered sensor nodes communicating to each other and to the base station (BS) in multi-hop wireless manner. The primary task of WSN is to gather field data and route it to the BS for analysis. They are generally deployed in harsh localities where battery replacement is not possible advocating the need for energy efficient data gathering to elongate network lifetime. In cluster based hierarchical routing protocols (HRP's) the energy intensive task of being a cluster head are performed by a subset of deployed nodes while others are engaged in local communication. The roles of the nodes are interchanged in different rounds for load balancing. In this paper we propose an energy efficient load balanced data gathering protocol coined as RF-LEACH where partitioning is done using rough fuzzy c means (RFCM) and cluster head selection is based on fuzzy logic. Matlab simulation results indicate RF-LEACH performs better than LEACH, Fuzzy LEACH and FCM LEACH in terms of extending network lifetime and throughput in a load balanced way. The results are shown to be statistically significant.read more
Citations
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Journal ArticleDOI
A Multi-Layer Cluster Based Energy Efficient Routing Scheme for UWSNs
TL;DR: A multi-layer cluster-based Energy Efficient (MLCEE) protocol for UWSNs to address the issue of hotspot and energy consumption and the simulation results have revealed that MLCEE achieves superior performance than the other techniques with regard to the network lifetime, energy consumption, and data transmission amount.
Journal ArticleDOI
An Energy Efficient Routing Protocol Based on Layers and Unequal Clusters in Underwater Wireless Sensor Networks
Fang Zhu,Junfang Wei +1 more
TL;DR: A localization-free routing protocol, named energy efficient routing protocol based on layers and unequal clusters (EERBLC) is proposed, which can effectively balance the energy consumption, prolong the network lifetime, and increase the amount of data transmission compared with DBR and EEDBR protocols.
Journal Article
PFuzzyACO: Fuzzy-based Optimization Approach for Energy-aware Cluster Head Selection in WSN
TL;DR: The results prove that the proposed PFuzzyACO algorithm behaves better than the comparative models for the system of 50 nodes with the values of 10, 0.08783, and 0.67651 for the number of alive nodes, network energy, and the throughput, respectively.
Proceedings ArticleDOI
Design of an Efficient Fuzzy based Cluster Routing Protocol in Wireless Sensor Networks
Debashish Pal,S. K. Bhagat +1 more
TL;DR: An attempt has been made to increase the transmission efficiency and network lifetime of a wireless sensor network (WSN) by clustering method using Fuzzy logic, which provides an efficient approach for WSN.
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References
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Journal ArticleDOI
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