Clustering is one of the main techniques used to increase the scalability of wireless sensor networks (WSNs). Furthermore, clustering can help to improve the energy efficiency of resource limited ad hoc network and increase the lifetime of sensor network. In this paper, we present a fuzzy clustering algorithm which improves the energy efficiency of LEACH protocol by using a better cluster head selection solution. For this propose, we apply the number of live neighboring nodes and remaining energy of network nodes to select better nodes for clustering. By creating more symmetric clusters, our scheme reduces the energy consumption of the sensors and this finally increases the lifetime of the sensor network. Finally, we simulate our solution in MATLAB software and compare it with the LEACH clustering protocol in various scenarios.
목차
Abstract 1. Introduction 2. Problem Statement 3. Related Works 4. Proposed Solution 5. Simulation results 6. Conclusion References
키워드
EnergyClusteringFuzzy LogicLEACH
저자
Moazam Bidaki [ Department of Computer Engineering, Neyshabur Branch, Islamic Azad University, Neyshabur, Iran, ]
Reza Kamel Tabbakh [ Department of Software Engineering, Mashhad Branch,Islamic Azad University, Mashhad, Iran ]
보안공학연구지원센터(IJGDC) [Science & Engineering Research Support Center, Republic of Korea(IJGDC)]
설립연도
2006
분야
공학>컴퓨터학
소개
1. 보안공학에 대한 각종 조사 및 연구
2. 보안공학에 대한 응용기술 연구 및 발표
3. 보안공학에 관한 각종 학술 발표회 및 전시회 개최
4. 보안공학 기술의 상호 협조 및 정보교환
5. 보안공학에 관한 표준화 사업 및 규격의 제정
6. 보안공학에 관한 산학연 협동의 증진
7. 국제적 학술 교류 및 기술 협력
8. 보안공학에 관한 논문지 발간
9. 기타 본 회 목적 달성에 필요한 사업
간행물
간행물명
International Journal of Grid and Distributed Computing
간기
격월간
pISSN
2005-4262
수록기간
2008~2016
십진분류
KDC 505DDC 605
이 권호 내 다른 논문 / International Journal of Grid and Distributed Computing Vol.9 No.5