DocumentCode
26469
Title
Coalitional Games in MISO Interference Channels: Epsilon-Core and Coalition Structure Stable Set
Author
Mochaourab, Rami ; Jorswieck, Eduard A.
Author_Institution
Signal Process. Dept., KTH R. Inst. of Technol., Stockholm, Sweden
Volume
62
Issue
24
fYear
2014
fDate
Dec.15, 2014
Firstpage
6507
Lastpage
6520
Abstract
The multiple-input single-output interference channel is considered. Each transmitter is assumed to know the channels between itself and all receivers perfectly and the receivers are assumed to treat interference as additive noise. In this setting, noncooperative transmission does not take into account the interference generated at other receivers which generally leads to inefficient performance of the links. To improve this situation, we study cooperation between the links using coalitional games. The players (links) in a coalition either perform zero forcing transmission or Wiener filter precoding to each other. The ε-core is a solution concept for coalitional games that takes into account the overhead required in coalition deviation. We provide necessary and sufficient conditions for the strong and weak ε-core of our coalitional game not to be empty with zero forcing transmission. Since, the ε-core only considers the possibility of joint cooperation of all links, we study coalitional games in partition form in which several distinct coalitions can form. We propose a polynomial-time distributed coalition formation algorithm based on coalition merging and prove that its solution lies in the coalition structure stable set of our coalition formation game. Simulation results reveal the cooperation gains for different coalition formation complexities and deviation overhead models.
Keywords
Wiener filters; array signal processing; cooperative communication; game theory; polynomials; precoding; radiofrequency interference; wireless channels; ε-core; Wiener filter precoding; coalition deviation; coalition formation complexities; coalition merging; coalition structure stable set; coalitional games; deviation overhead models; joint cooperation; multiple-input single-output interference channel; noncooperative transmission; partition form; polynomial-time distributed coalition formation algorithm; receivers; transmitter; zero forcing transmission; Array signal processing; Games; Interference; Partitioning algorithms; Receivers; Signal processing algorithms; Transmitters; Beamforming; coalition structure stable set; coalitional games; epsilon-core; interference channel;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/TSP.2014.2367466
Filename
6945843
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