Title :
Optimal Energy and Delay Tradeoffs for Multiuser Wireless Downlinks
Author :
Neely, Michael J.
Author_Institution :
Univ. of Southern California, Los Angeles
Abstract :
We consider the fundamental delay tradeoffs for minimizing energy expenditure in a multiuser wireless downlink with randomly varying channels. First, we extend the Berry-Gallager bound to a multiuser context, demonstrating that any algorithm that yields average power within O(1/V) of the minimum power required for network stability must also have an average queueing delay greater than or equal to Omega(radicV). We then develop a class of algorithms, parameterized by V, that come within a logarithmic factor of achieving this fundamental tradeoff. The algorithms overcome an exponential state-space explosion, and can be implemented in real time without a priori knowledge of traffic rates or channel statistics. Further, we discover a ldquosuperfastrdquo scheduling mode that beats the Berry-Gallager bound in the exceptional case when power functions are piecewise linear.
Keywords :
communication complexity; delays; optimisation; queueing theory; radio networks; state-space methods; statistical analysis; telecommunication traffic; wireless channels; channel statistics; communication complexity; energy minimization; exponential state-space explosion; multiuser wireless downlink; network stability; optimization; power function; queueing delay; randomly varying channel; superfast scheduling mode; telecommunication traffic; Constraint theory; Delay; Downlink; Explosions; Queueing analysis; Satellites; Stability; Statistics; Stochastic processes; Traffic control; Asymptotic tradeoffs; optimization; queueing analysis; stability; stochastic control;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2007.903141