Title :
Intelligent Packet Dropping for Optimal Energy-Delay Tradeoffs in Wireless Downlinks
Author :
Neely, Michael J.
Author_Institution :
Electr. Eng. Dept., Univ. of Southern California, Los Angeles, CA
fDate :
3/1/2009 12:00:00 AM
Abstract :
We explore the advantages of intelligently dropping a small fraction of packets that arrive for transmission over a time varying wireless downlink. Without packet dropping, the optimal energy-delay tradeoff conforms to a square root tradeoff law, as shown by Berry and Gallager (2002). We show that intelligently dropping any non-zero fraction of the input rate dramatically changes this relation from a square root tradeoff law to a logarithmic tradeoff law. Further, we demonstrate an innovative algorithm for achieving this logarithmic tradeoff without requiring a-priori knowledge of arrival rates or channel probabilities. The algorithm can be implemented in real time and easily extends to yield similar performance for multi-user systems.
Keywords :
delays; optimal control; radio links; telecommunication control; time-varying systems; intelligent packet dropping; logarithmic tradeoff law; multiuser systems; optimal energy-delay tradeoffs; time varying wireless downlink; Delay; Downlink; Engineering profession; Fading; Optimal control; Partitioning algorithms; Real time systems; Scheduling algorithm; Stability; Throughput; Berry-Gallager bound; opportunistic scheduling;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2009.2013652