DocumentCode :
1384900
Title :
Efficient and Distributed SINR-Based Joint Resource Allocation and Base Station Assignment in Wireless CDMA Networks
Author :
Javan, Mohammad R. ; Sharafat, Ahmad R.
Author_Institution :
Dept. of Electr. & Comput. Eng., Tarbiat Modares Univ., Tehran, Iran
Volume :
59
Issue :
12
fYear :
2011
fDate :
12/1/2011 12:00:00 AM
Firstpage :
3388
Lastpage :
3399
Abstract :
We formulate the resource allocation problem for the uplink in code division multiple access (CDMA) networks using a game theoretic framework, propose an efficient and distributed algorithm for a joint rate and power allocation, and show that the proposed algorithm converges to the unique Nash equilibrium (NE) of the game. Our choice for the utility function enables each user to adapt its transmit power and throughput to its channel. Due to users´ selfish behavior, the output of the game (its NE) may not be a desirable one. To avoid such cases, we use pricing to control each user´s behavior, and analytically show that similar to the no-pricing case, our pricing-based algorithm converges to the unique NE of the game, at which, each user achieves its target signal-to-interference-plus-noise ratio (SINR). We also extend our distributed resource allocation scheme to multi-cell environments for base station assignment. Simulation results confirm that our algorithm is computationally efficient and its signalling overhead is low. In particular, we will show that in addition to its ability to attain the required QoS of users, our scheme achieves better fairness in allocating resources and can significantly reduce transmit power as compared to existing schemes.
Keywords :
code division multiple access; game theory; quality of service; radio networks; resource allocation; QoS; SINR based joint resource allocation; base station assignment; signal to interference plus noise ratio; unique Nash equilibrium; wireless CDMA networks; Games; Interference; Nash equilibrium; Power control; Pricing; Resource management; Signal to noise ratio; Distributed joint resource management; Nash equilibrium; game theory; pricing;
fLanguage :
English
Journal_Title :
Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
0090-6778
Type :
jour
DOI :
10.1109/TCOMM.2011.111011.100589
Filename :
6092409
Link To Document :
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