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Author:

Zhang, Fan (Zhang, Fan.) | Sun, Yanhua (Sun, Yanhua.) | Hao, Zhe (Hao, Zhe.) | Si, Pengbo (Si, Pengbo.) | Yang, Ruizhe (Yang, Ruizhe.) | Zhang, Yanhua (Zhang, Yanhua.) (Scholars:张延华) | Yu, Ming (Yu, Ming.)

Indexed by:

EI Scopus

Abstract:

Content caching at base stations is a promising approach to alleviate the transmission pressure of the wireless network. In this paper, we propose a heterogeneous network caching strategy, which base stations cache segments of files and takes advantage of the Maximum-distance separable (MDS) encoding. We formulate the caching problem as an optimization problem and the average energy consumption is adopted as the optimization objective. For binary constraints and inequalities constraints, the optimization problem is NP-hard, thus a global optimal solution is difficult to obtain. In this paper, a heuristic algorithm, Simulated Anneal Algorithm, is applied to obtain the local optimal solution. The simulation results show the performance improvement of the proposed caching strategy over the conventional caching strategies. © 2018 IEEE.

Keyword:

Heterogeneous networks Heuristic algorithms Energy utilization Base stations Optimal systems Constrained optimization

Author Community:

  • [ 1 ] [Zhang, Fan]Beijing Advanced Innovation Center for Future Internet Technology, Faculty of Information Technology, Beijing University of Technology, Beijing, China
  • [ 2 ] [Sun, Yanhua]Beijing Advanced Innovation Center for Future Internet Technology, Faculty of Information Technology, Beijing University of Technology, Beijing, China
  • [ 3 ] [Hao, Zhe]Beijing Advanced Innovation Center for Future Internet Technology, Faculty of Information Technology, Beijing University of Technology, Beijing, China
  • [ 4 ] [Si, Pengbo]Beijing Advanced Innovation Center for Future Internet Technology, Faculty of Information Technology, Beijing University of Technology, Beijing, China
  • [ 5 ] [Yang, Ruizhe]Beijing Advanced Innovation Center for Future Internet Technology, Faculty of Information Technology, Beijing University of Technology, Beijing, China
  • [ 6 ] [Zhang, Yanhua]Beijing Advanced Innovation Center for Future Internet Technology, Faculty of Information Technology, Beijing University of Technology, Beijing, China
  • [ 7 ] [Yu, Ming]Beijing Advanced Innovation Center for Future Internet Technology, Faculty of Information Technology, Beijing University of Technology, Beijing, China
  • [ 8 ] [Yu, Ming]Electrical and Computer Engineering, FSU College of Engineering, Tallahassee, United States

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Source :

Year: 2018

Page: 184-188

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 1

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 4

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