Title :
Efficient power control via pricing in wireless data networks
Author :
Saraydar, Cem U. ; Mandayam, Narayan B. ; Goodman, David J.
Author_Institution :
Lucent Technol. Bell Labs, Holmdel, NJ, USA
fDate :
2/1/2002 12:00:00 AM
Abstract :
A major challenge in the operation of wireless communications systems is the efficient use of radio resources. One important component of radio resource management is power control, which has been studied extensively in the context of voice communications. With the increasing demand for wireless data services, it is necessary to establish power control algorithms for information sources other than voice. We present a power control solution for wireless data in the analytical setting of a game theoretic framework. In this context, the quality of service (QoS) a wireless terminal receives is referred to as the utility and distributed power control is a noncooperative power control game where users maximize their utility. The outcome of the game results in a Nash (1951) equilibrium that is inefficient. We introduce pricing of transmit powers in order to obtain Pareto improvement of the noncooperative power control game, i.e., to obtain improvements in user utilities relative to the case with no pricing. Specifically, we consider a pricing function that is a linear function of the transmit power. The simplicity of the pricing function allows a distributed implementation where the price can be broadcast by the base station to all the terminals. We see that pricing is especially helpful in a heavily loaded system
Keywords :
costing; data communication; distributed control; game theory; power control; quality of service; radio networks; tariffs; telecommunication control; Nash equilibrium; Pareto improvement; QoS; base station; distributed implementation; distributed power control; efficient power control; game theory; heavily loaded system; noncooperative power control game; power control algorithms; pricing function; quality of service; radio resource management; transmit power pricing; user utilities; voice communications; wireless communications systems; wireless data networks; wireless data services; wireless terminal; Broadcasting; Context; Context-aware services; Data analysis; Game theory; Power control; Pricing; Quality of service; Resource management; Wireless communication;
Journal_Title :
Communications, IEEE Transactions on