Title :
Optimal packet 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
fDate :
4/1/2012 12:00:00 AM
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. 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. We also derive an upper bound for the average number of packets per time slots successfully received by the destination. We show using numerical results that this bound is a tight bound on the performance of the optimal policy. And we consider the case of time varying channel but without channel state information (CSI). Then, we study the impact of channel time varying nature and the availability of CSI. In this case, we show that the optimal policy is a greedy policy. The performance of this greedy policy is also calculated.
Keywords :
Markov processes; energy harvesting; packet radio networks; scheduling; wireless channels; Markovian decision problem; channel state information; energy harvesting sources; greedy policy; optimal packet scheduling; optimal policy; time varying channel; time varying wireless channels; Energy harvesting; Markov processes; Resource management; Scheduling algorithms; Upper bound; Wireless communication; Energy harvesting; Gilbert-Elliot channel; Markov decision problem (MDP); transmission scheduling;
Journal_Title :
Communications and Networks, Journal of
DOI :
10.1109/JCN.2012.6253060