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학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
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연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한전자공학회 IEIE Transactions on Smart Processing & Computing IEIE Transactions on Smart Processing & Computing Vol.5 No.2
- 발행연도
- 2016.4
- 수록면
- 85 - 93 (9page)
이용수
초록· 키워드
오류제보하기
The existence of correlation characteristics brings significant potential advantages to the development of efficient routing protocols in wireless sensor networks. This research proposes a new simple method of clustering sensor nodes into correlation groups in multiple-correlation areas. At first, the evaluation of joint entropy for multiple-sensed data is considered. Based on the evaluation, the definition of correlation region, based on entropy theory, is proposed. Following that, a correlation clustering scheme with less computation is developed. The results are validated with a real data set.
목차
Abstract
1. Introduction
2. Entropy Theory and Entropy Correlation Coefficient
3. Joint Entropy Estimation
4. Correlation Region Definition and Correlation Clustering Algorithm
5. Conclusions and Further Studies
References
참고문헌 (20)
참고문헌 신청
I. F. Akyildiz, W. Su, Y. Sankarasubramaniam, and E.Cayirci, “Wireless Sensor Networks: A Survey”,Computer Networks (Elsevier) Journal, vol. 38, no. 4,pp. 393-422, March 2002. Article (CrossRef Link)
D. Culler, D. E. M. Srivastava, “Overview of SensorNetwork”, IEEE Computer Magazine, vol. 37, no. 8,pp. 41-49, August 2004. Article (CrossRef Link)
C. Siva Ram Murthy and B. Manoj, “Ad HocWireless Networks: Architectures and Protocols”,Prentice Hall, 2004.
J. N. Al-Karaki and A. E. Kamal, “Routingtechniques in wireless sensor networks: a survey”,IEEE Wireless Comm., vol. 11, pp. 6-28, 2004.Article (CrossRef Link)
Ignacio Solis and Katia Obraczka, “Isolines: Energyefficient mapping in Sensor Networks”, Proceedingsof the 10th IEEE Symposium on Computers andCommunications (ISCC'05), Cartagena, Spain, June2005. Article (CrossRef Link)
D. Culler, D. E. M. Srivastava, “Overview of SensorNetwork”, IEEE Computer Magazine, vol. 37, no. 8,pp. 41-49, August 2004. Article (CrossRef Link)
C. Siva Ram Murthy and B. Manoj, “Ad HocWireless Networks: Architectures and Protocols”,Prentice Hall, 2004.
J. N. Al-Karaki and A. E. Kamal, “Routingtechniques in wireless sensor networks: a survey”,IEEE Wireless Comm., vol. 11, pp. 6-28, 2004.Article (CrossRef Link)
Ignacio Solis and Katia Obraczka, “Isolines: Energyefficient mapping in Sensor Networks”, Proceedingsof the 10th IEEE Symposium on Computers andCommunications (ISCC'05), Cartagena, Spain, June2005. Article (CrossRef Link)
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UCI(KEPA) : I410-ECN-0101-2016-569-002836936