Dynamic Discrete Power Control in Cellular Networks
Author(s)
Shwartz, A.; Prabhu, B.J.; Miller, G.; Avrachenkov, K.; Altman, Eitan; Menache, Ishai; ... Show more Show less
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We consider an uplink power control problem where each mobile wishes to maximize its throughput (which depends on the transmission powers of all mobiles) but has a constraint on the average power consumption. A finite number of power levels are available to each mobile. The decision of a mobile to select a particular power level may depend on its channel state. We consider two frameworks concerning the state information of the channels of other mobiles: i) the case of full state information and ii) the case of local state information. In each of the two frameworks, we consider both cooperative as well as non-cooperative power control. We manage to characterize the structure of equilibria policies and, more generally, of best-response policies in the non-cooperative case. We present an algorithm to compute equilibria policies in the case of two non-cooperative players. Finally, we study the case where a malicious mobile, which also has average power constraints, tries to jam the communication of another mobile. Our results are illustrated and validated through various numerical examples.
Date issued
2009-10Department
Massachusetts Institute of Technology. Laboratory for Information and Decision SystemsJournal
IEEE Transactions on Automatic Control
Publisher
Institute of Electrical and Electronics Engineers
Citation
Altman, E. et al. “Dynamic Discrete Power Control in Cellular Networks.” Automatic Control, IEEE Transactions on 54.10 (2009): 2328-2340. © 2009 IEEE
Version: Final published version
ISSN
0018-9286
Keywords
wireless networks, power control, Cooperative/non-cooperative optimization