Title :
Slow-rate utility-based resource allocation in wireless networks
Author :
Liu, Peijuan ; Berry, Randall ; Honig, Michael L. ; Jordan, Scott
Author_Institution :
Northwestern Univ., Evanston, IL, USA
Abstract :
We consider forward-link power allocation in a wireless network with stochastically varying data requests. We assume a user´s service preferences are specified via a utility function that depends on the received data rate. The allocation of power across users is studied, where this allocation may depend on both a user´s channel and utility. The objective is to maximize the time-averaged utility rate subject to a stochastic total power constraint at the transmitter. For a large, heavily loaded network, we introduce a Gaussian approximation for the total transmitted power, which is used to decompose the power constraint into three more tractable constraints. We present a solution to this problem that is a combination of admission control and pricing of power. The optimal trade-off between these approaches is characterized. Numerical examples are given to illustrate these ideas.
Keywords :
Gaussian processes; approximation theory; cellular radio; costing; optimisation; radio links; radio networks; stochastic processes; tariffs; telecommunication congestion control; telecommunication traffic; Gaussian approximation; admission control; cellular radio; forward-link power allocation; optimal trade-off; power constraint decomposition; power pricing; radio resources allocation; received data rate maximization; slow-rate utility-based resource allocation; stochastic total power constraint; stochastically varying data requests; stochastically varying traffic; time-averaged utility rate; total transmitted power; transmitter; user service preferences; utility function; wireless networks; Admission control; Base stations; Intelligent networks; Poles and towers; Pricing; Resource management; Telecommunication traffic; Traffic control; Wire; Wireless networks;
Conference_Titel :
Global Telecommunications Conference, 2002. GLOBECOM '02. IEEE
Print_ISBN :
0-7803-7632-3
DOI :
10.1109/GLOCOM.2002.1188188