DocumentCode :
645246
Title :
Proactive storage at caching-enable base stations in cellular networks
Author :
Jingxiong Gu ; Wei Wang ; Aiping Huang ; Hangguan Shan
Author_Institution :
Dept. of Inf. Sci. & Electron. Eng., Zhejiang Univ., Hangzhou, China
fYear :
2013
fDate :
8-11 Sept. 2013
Firstpage :
1543
Lastpage :
1547
Abstract :
In cellular networks, the proactive storage at caching-enable BSs is an efficient way to reduce traffic load of backhaul links. In this paper, we investigate the storage allocation problem with network coding. By decomposing the NP-hard problem, we propose a low-complexity storage allocation to solve two subproblems in an iterative way. Combining a heuristic initial allocation scheme and the iterative process, we can obtain the storage allocation result very close to the optimal solution. The convergence of the proposed algorithm is proved and its computation complexity is analyzed. The simulation results evaluate the performance of the proposed algorithm, which has graceful performance degradation on total storage with much lower complexity.
Keywords :
cache storage; cellular radio; computational complexity; heuristic programming; iterative methods; network coding; telecommunication traffic; NP-hard problem; backhaul links; caching-enable BSs; caching-enable base stations; cellular networks; computational complexity; heuristic initial allocation scheme; iterative process; low-complexity storage allocation; network coding; proactive storage; traffic load reduction;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Personal Indoor and Mobile Radio Communications (PIMRC), 2013 IEEE 24th International Symposium on
Conference_Location :
London
ISSN :
2166-9570
Type :
conf
DOI :
10.1109/PIMRC.2013.6666387
Filename :
6666387
Link To Document :
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