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author:

Xu, Z. (Xu, Z..) [1] | Chen, L. (Chen, L..) [2] | Chen, C. (Chen, C..) [3] | Guan, X. (Guan, X..) [4]

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Scopus

Abstract:

For data collection in large-scale wireless sensor networks (WSNs), dynamic clustering provides a scalable and energy-efficient solution, which uses cluster head (CH) rotation and cluster range assignment algorithms to balance the energy consumption. Nevertheless, most existing works consider the clustering and routing as two isolated issues, which is harmful to the connectivity and energy efficiency of the network. In this paper, we provide a detailed analysis on the relations between clustering and routing, and then propose a joint clustering and routing (JCR) protocol for reliable and efficient data collection in large-scale WSN. JCR adopts the backoff timer and gradient routing to generate connected and efficient intercluster topology with the constraint of maximum transmission range. The relations between clustering and routing in JCR are further exploited by theoretical and numerical analyses. The results show that the multihop routing in JCR may lead to the unbalanced CH selection. Then, the solution is provided to optimize the network lifetime by considering the gradient of one-hop neighbor nodes in the setting of backoff timer. Theoretical analysis and simulation results prove the connectivity and efficiency of the network topology generated by JCR. © 2015 IEEE.

Keyword:

Connectivity; dynamic clustering; energy efficiency; gradient routing; Internet of Things (IoT); large-scale wireless sensor networks (WSNs)

Community:

  • [ 1 ] [Xu, Z.]School of Electrical Engineering and Automation, Fuzhou University, Fuzhou, 350000, China
  • [ 2 ] [Xu, Z.]Fujian Key Laboratory of Industrial Control and Information Security Technology, Fuzhou, 350000, China
  • [ 3 ] [Chen, L.]School of Electrical Engineering and Automation, Fuzhou University, Fuzhou, 350000, China
  • [ 4 ] [Chen, L.]Fujian Key Laboratory of Industrial Control and Information Security Technology, Fuzhou, 350000, China
  • [ 5 ] [Chen, C.]Department of Automation, Shanghai Jiao Tong University, Shanghai, 200240, China
  • [ 6 ] [Chen, C.]Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, 200240, China
  • [ 7 ] [Guan, X.]Department of Automation, Shanghai Jiao Tong University, Shanghai, 200240, China
  • [ 8 ] [Guan, X.]Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, 200240, China

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Source :

IEEE Internet of Things Journal

ISSN: 2327-4662

Year: 2016

Issue: 4

Volume: 3

Page: 520-532

7 . 5 9 6

JCR@2016

8 . 2 0 0

JCR@2023

ESI HC Threshold:175

JCR Journal Grade:1

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 134

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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