DocumentCode :
645248
Title :
A user-pairing based resource allocation scheme for a large number of devices in M2M communications
Author :
Inkyu Bang ; Kab Seok Ko ; Dan Keun Sung
Author_Institution :
Dept. of Electr. Eng., KAIST, Daejeon, South Korea
fYear :
2013
fDate :
8-11 Sept. 2013
Firstpage :
1554
Lastpage :
1558
Abstract :
Machine-to-machine (M2M) communications exhibit quite different characteristics, compared with human-to-human (H2H) communications. Since the number of M2M devices is much larger than that of users for H2H communications, it may cause a shortage problem of radio resources if we do not consider an efficient radio resource management scheme. In this paper, we propose an efficient resource allocation scheme to support a large number of M2M devices in the network. First, we investigate the tradeoff relationship between a non-orthogonal resource allocation scheme based on user-pairing and an orthogonal resource allocation scheme by considering pilot overhead in resource usage. Second, we set up an optimization problem for minimizing the amount of allocated resources for a large number of devices in the network. Finally, we propose a user-pairing based resource allocation algorithm. When the number of devices is 500 and the average SNR is set to 10 dB, our proposed suboptimal minimum resource allocation (SMRA) scheme reduces the total required number of resource blocks by 29% and 28%, compared with the orthogonal resource allocation (ORA) scheme and the random user-pairing based resource allocation (RUPRA) scheme, respectively.
Keywords :
cellular radio; mobility management (mobile radio); resource allocation; H2H communications; M2M communications; ORA scheme; RUPRA scheme; SMRA scheme; cellular systems; human-to-human communications; machine-to-machine communications; nonorthogonal resource allocation scheme; orthogonal resource allocation; pilot overhead; radio resource management scheme; radio resources; random user-pairing based resource allocation scheme; suboptimal minimum resource allocation; Complexity theory; Indexes; Optimization; Resource management; Signal to noise ratio; Symmetric matrices; Uplink; M2M; MTC; a large number of devices; assignment problem; optimization; pilot overhead; resource allocation;
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.2013.6666389
Filename :
6666389
Link To Document :
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