DocumentCode
1289864
Title
Structural Solutions for Additively Coupled Sum Constrained Games
Author
Su, Yi ; Van der Schaar, Mihaela
Author_Institution
Dept. of Electr. Eng., UCLA, Los Angeles, CA, USA
Volume
60
Issue
12
fYear
2012
fDate
12/1/2012 12:00:00 AM
Firstpage
3779
Lastpage
3796
Abstract
We propose and analyze a new family of games played by resource-constrained players. In particular, each strategic user has a single sum resource constraint over its action space and its own action impacts its own payoff through additive combinations of the other users´ actions. We investigate convergence properties of various solutions for these games with and without real-time information exchange. First, when users cannot exchange messages with each other, but desire to maximize their individual utilities, we derive sufficient conditions under which best response dynamics converges to a globally asymptotically stable Nash equilibrium. Second, when users can exchange price signals in real-time to achieve coordination, we also establish the convergence properties of two action update mechanisms, including gradient play and Jacobi update. The investigated game model and our proposed solutions are readily applicable to various multi-user interaction, including communication networking applications, such as power control and flow control.
Keywords
Jacobian matrices; convergence; game theory; multiuser channels; power control; telecommunication networks; Jacobi update; action impacts; action space; additive combinations; additively coupled sum constrained games; communication networking; convergence properties; flow control; globally asymptotically stable Nash equilibrium; gradient play; multiuser interaction; power control; real-time information exchange; resource-constrained players; response dynamics; single sum resource constraint; strategic user; structural solutions; Convergence; Distributed algorithms; Games; Power control; Real-time systems; Resource management; Game theory; Gradient play; Jacobi update; Nash equilibrium; best-response dynamics; multi-user communications; pricing mechanism;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/TCOMM.2012.091312.110334
Filename
6310165
Link To Document