Control of mobile communication systems with time-varying channels via stability methods

被引:24
作者
Buche, R [1 ]
Kushner, HJ
机构
[1] N Carolina State Univ, Dept Math, Raleigh, NC 27695 USA
[2] Brown Univ, Dept Math Appl, Lefschetz Ctr Dynam Syst, Providence, RI 02912 USA
基金
美国国家科学基金会;
关键词
mobile communications; perturbed Lyapunov function; stability; time-varying systems;
D O I
10.1109/TAC.2004.837590
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 [计算机科学与技术];
摘要
Consider the forward link of a mobile communications system with a single transmitter and connecting to K destinations via randomly varying channels. Data arrives in some random way and is queued according to the K destinations until transmitted. Time is divided into small scheduling intervals. Current systems can estimate the channel (e.g, via pilot signals) and use this information for scheduling. The issues are the allocation of transmitter power and/or time and bandwidth to the various queues in a queue and channel-state dependent way to assure stability and good operation. The decisions are made at the beginning of the scheduling intervals. Stochastic stability methods are used both to assure that the system is stable and to get appropriate allocations, under very weak conditions. The choice of Lyapunov function allows a choice of the effective performance criteria. The resulting controls are readily implementable and allow a range of tradeoffs between current rates and queue lengths. The various extensions allow a large variety of schemes of current interest to be covered. All essential factors are incorporated into a "mean rate" function, so that the results cover many different systems. Because of the non-Markovian nature of the problem, we use the perturbed Stochastic Lyapunov function method, which is well adapted to such problems. The method is simple and effective.
引用
收藏
页码:1954 / 1962
页数:9
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