Title :
Optimal scheduling for energy harvesting sources on time varying wireless channels
Author :
Kashef, Mohamed ; Ephremides, Anthony
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Maryland, College Park, MD, USA
Abstract :
In this paper, we consider a source node that operates over a time varying channel with energy harvesting capability. The goal of the source is to maximize the average number of successfully delivered packets per time slot. The source is able to choose whether to transmit a packet or defer the transmission in each time slot. The decision which is chosen by the source depends on the channel information available and the length of the energy queue. We formulate the problem of finding the optimal policy as a Markovian decision problem (MDP). We show some properties of the value function that represents the discounted number of successfully delivered packets per time slot. We prove that the optimal policy is a threshold type policy depending on the state of the channel and the length of the energy queue.
Keywords :
Markov processes; energy harvesting; queueing theory; time-varying channels; wireless channels; Markovian decision problem; channel information; energy harvesting sources; energy queue; optimal scheduling; time varying wireless channels; Energy harvesting; Equations; Length measurement; Markov processes; Mathematical model; Wireless communication; Wireless sensor networks; Energy harvesting; Gilbert-Elliot channel; Markov decision problem; Transmission scheduling;
Conference_Titel :
Communication, Control, and Computing (Allerton), 2011 49th Annual Allerton Conference on
Conference_Location :
Monticello, IL
Print_ISBN :
978-1-4577-1817-5
DOI :
10.1109/Allerton.2011.6120238