Title :
Finite horizon online lazy scheduling with energy harvesting transmitters over fading channels
Author :
Bacinoglu, Baran Tan ; Uysal-Biyikoglu, Elif
Author_Institution :
Dept. of Electr. & Electron. Eng., METU, Ankara, Turkey
fDate :
June 29 2014-July 4 2014
Abstract :
Lazy scheduling, i.e. setting transmit power and rate in response to data traffic as low as possible while satisfying delay constraints, is a known formulation of energy efficient transmission. Solutions exist for offline and infinite-horizon online versions of the problem. This paper addresses the finite horizon online transmission scheduling problem under stochastic packet arrival, energy harvesting and channel variation processes. The main contribution is a mechanism to obtain an online algorithm using explicit closed form expressions of the derived offline optimal policy. The resulting low complexity online algorithm attains near-optimal performance, not only asymptotically, but also in the practically interesting short term.
Keywords :
energy harvesting; fading channels; infinite horizon; radio transmitters; scheduling; stochastic processes; telecommunication power management; channel variation process; energy efficient transmission formulation; energy harvesting transmitter; explicit closed form expression; fading channel; finite horizon online transmission scheduling; near-optimal performance; stochastic packet arrival; Energy consumption; Energy harvesting; Fading; Indexes; Schedules; Throughput;
Conference_Titel :
Information Theory (ISIT), 2014 IEEE International Symposium on
Conference_Location :
Honolulu, HI
DOI :
10.1109/ISIT.2014.6875018