In the hierarchical wireless sensor network (WSN), cluster-based network architecture can enhance network self-control capability and resource efficiency, and prolong the whole network lifetime. Thus, clustering has also been a topic of interest in many different disciplines. Finding an energy-effective and efficient way to generate cluster is very important in WSN. We propose a distributed, energy-efficient and flexible clustering approach. Based on the hierarchical agglomerative clustering (HAC) method, the algorithm uses the qualitative connectivity data as input data, and tailor simple numerical method to generate a cluster tree. Simulation results demonstrate that this method is energy-effective and flexible, which can enhance network self-control capability and resource efficiency, and prolong the whole network lifetime.
목차
Abstract 1. Introduction 2. Distributed Hierarchical Agglomerative Clustering 2.1 DHAC Introduction and Notations Definitions 2.2 Input Data Set 2.3 Build the Similarity Matrix 2.4 Executing the Distributed Clustering Algorithm 2.5 The Last Three Steps of DHAC 3. Simulation and Performance Evaluation 4. Conclusions Acknowledgments References
Sai Ji [ Jiangsu Engineering Center of Network Monitoring, Nanjing University of Information Science & Technology, College of Computer & Software, Nanjing University of Information Science & Technology, The Aeronautic Key Laboratory for Smart Materials and Structures, Nanjing University of Aeronautics and Astronautics ]
Liping Huang [ Jiangsu Engineering Center of Network Monitoring, Nanjing University of Information Science & Technology, College of Computer & Software, Nanjing University of Information Science & Technology ]
Jin Wang [ Jiangsu Engineering Center of Network Monitoring, Nanjing University of Information Science & Technology, College of Computer & Software, Nanjing University of Information Science & Technology ]
보안공학연구지원센터(IJFGCN) [Science & Engineering Research Support Center, Republic of Korea(IJFGCN)]
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 Future Generation Communication and Networking
간기
격월간
pISSN
2233-7857
수록기간
2008~2016
십진분류
KDC 505DDC 605
이 권호 내 다른 논문 / International Journal of Future Generation Communication and Networking Vol.6 No.2