FEECS: Fuzzy-Based Energy-Efficient Cluster Head Selection Algorithm for Lifetime Enhancement of Wireless Sensor Networks

被引：21

作者：

Jayaraman, Ganesh ^{[1
]}

Dhulipala, V. R. Sarma ^{[1
]}

机构：

[1] Anna Univ, Dept Phys, BIT Campus, Tiruchirappalli, Tamil Nadu, India

来源：

ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING | 2022年 / 47卷 / 02期

关键词：

Wireless sensor network; Fuzzy logic; Cluster-based protocols; Energy-efficient cluster head; Cluster formation; ROUTING PROTOCOL; OPTIMIZATION; SCHEME;

D O I：

10.1007/s13369-021-06030-7

中图分类号：

O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

The wireless sensor network (WSN) infrastructure is deployed with sensor nodes that are used to collect the sensed information and transmit to the central station, namely base station. The power limitations of sensors are commonly known in WSN. Due to limitation in power supply, energy utilization becomes a challenge in the networks. Various categories of protocols have been developed and addressed the energy issues, but the longevity of network lifetime is a crucial factor. In this paper, fuzzy-based energy-efficient cluster head selection algorithm is introduced to prolong the network lifetime. While the formation of the cluster, k-means algorithm is used to form a cluster in an efficient way and cluster head is selected based on fuzzy logic system. Simulation results show the proposed algorithm outperforms the existing algorithms.

引用

页码：1631 / 1641

页数：11

共 26 条

[1] A survey on clustering algorithms for wireless sensor networks [J].

Abbasi, Ameer Ahmed ;

Younis, Mohamed .

COMPUTER COMMUNICATIONS, 2007, 30 (14-15) :2826-2841

[2] FUCA: Fuzzy-based unequal clustering algorithm to prolong the lifetime of wireless sensor networks [J].

Agrawal, Deepika ;

Pandey, Sudhakar .

INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2018, 31 (02)

[3] Research on particle swarm optimization based clustering: A systematic review of literature and techniques [J].

Alam, Shafiq ;

Dobbie, Gillian ;

Koh, Yun Sing ;

Riddle, Patricia ;

Rehman, Saeed Ur .

SWARM AND EVOLUTIONARY COMPUTATION, 2014, 17 :1-13

[4] Dynamic relocation of mobile base station in wireless sensor networks using a cluster-based harmony search algorithm [J].

Alia, Osama Moh'd .

INFORMATION SCIENCES, 2017, 385 :76-95

[5] Efficient coding techniques algorithm for cluster-heads communication in wireless sensor networks [J].

Ar-Reyouchi, El Miloud ;

Chatei, Youssra ;

Ghoumid, Kamal ;

Hammouti, Maria ;

Hajji, Bekkay .

AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2017, 82 :294-304

[6] HQCA-WSN: High-quality clustering algorithm and optimal cluster head selection using fuzzy logic in wireless sensor networks [J].

Baradaran, Amir Abbas ;

Navi, Keivan .

FUZZY SETS AND SYSTEMS, 2020, 389 :114-144

[7] DUCF: Distributed load balancing Unequal Clustering in wireless sensor networks using Fuzzy approach [J].

Baranidharan, B. ;

Santhi, B. .

APPLIED SOFT COMPUTING, 2016, 40 :495-506

[8] Energy-Efficient Technique for Monitoring of Agricultural Areas with Terrestrial Wireless Sensor Networks [J].

Bayrakdar, Muhammed Enes .

JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2020, 29 (09)

[9] Enhancing sensor network sustainability with fuzzy logic based node placement approach for agricultural monitoring [J].

Bayrakdar, Muhammed Enes .

COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2020, 174

[10] Cooperative communication based access technique for sensor networks [J].

Bayrakdar, Muhammed Enes .

INTERNATIONAL JOURNAL OF ELECTRONICS, 2020, 107 (02) :212-225

← 1 2 3 →