DocumentCode
3231094
Title
A power control game with smooth reduction of SINR objectives
Author
Ozel, Omur ; Uysal-Biyikoglu, Elif
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Maryland, College Park, MD, USA
fYear
2009
fDate
Sept. 30 2009-Oct. 2 2009
Firstpage
1187
Lastpage
1194
Abstract
When rate expectations of users in a wireless network cannot all be satisfied, one choice is to discard some users from the system, in a mechanism called admission control. However, in a data network, users have a certain tolerance to occasional rate outages. In this paper we argue that it may be preferable for users to reduce their rate objectives smoothly, by considering an outage probability tolerance, rather than not be provided any service at all. We propose a distributed utility based algorithm for doing this. The smoothness of reactions is obtained by making transmit power reaction curves absolutely subhomogeneous functions of interference. This is done using an ¿objective reduction factor¿, in addition to a linear price. We first provide conditions for a unique Nash equilibrium. Assuming that distributed nodes use gradient based optimization, convergence and error sensitivity of gradient based iterative algorithms are analyzed. Lastly, the continuous-time counterpart of the problem is considered and a stability condition is established for the system.
Keywords
convergence of numerical methods; distributed algorithms; error statistics; interference (signal); iterative methods; optimisation; probability; reactive power control; telecommunication congestion control; telecommunication control; Nash equilibrium; SINR; admission control; convergence; distributed algorithm; error sensitivity; interference; iterative algorithms; objective reduction factor; optimization; power control game; probability tolerance; stability condition; subhomogeneous function; transmit power reaction curve; wireless network; Admission control; Algorithm design and analysis; Convergence; Interference; Iterative algorithms; Nash equilibrium; Power control; Signal to noise ratio; Stability; Wireless networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Communication, Control, and Computing, 2009. Allerton 2009. 47th Annual Allerton Conference on
Conference_Location
Monticello, IL
Print_ISBN
978-1-4244-5870-7
Type
conf
DOI
10.1109/ALLERTON.2009.5394555
Filename
5394555
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