Title :
Grid Power-Delay Tradeoff for Energy Harvesting Wireless Communication Systems With Finite Renewable Energy Storage
Author :
Ying Cui ; Lau, Vincent K. N. ; Fan Zhang
Author_Institution :
Dept. of Electron. Eng., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
In this paper, we study the grid power-delay tradeoff in a point-to-point energy harvesting wireless communication system with finite energy storage capacity serving delay-sensitive applications. This communication system is powered by both grid and renewable power sources. First, we consider the average grid power consumption minimization subject to the data queue stability and renewable energy availability constraints. By exploring the optimality property and using the theory of random walks, we transform the grid power minimization problem to an asymptotically equivalent problem. Using the Lyapunov drift approach, we obtain an online dynamic power control policy to solve the asymptotically equivalent problem. Then, we introduce a novel analysis framework to study the grid power-delay tradeoff relationship of the online power control in the small delay regime. Specifically, using continuous-time approximation, dynamic programming and sample-path approach, we obtain bounds on the average delay and grid power consumption, which are asymptotically tight in the small delay regime. Based upon the derived closed-form expressions, we quantify the impacts of energy storage capacity and some other system parameters on the grid power-delay tradeoff.
Keywords :
Lyapunov methods; dynamic programming; energy storage; power control; power grids; queueing theory; radiocommunication; renewable energy sources; telecommunication control; telecommunication power management; Lyapunov drift approach; data queue stability; dynamic programming; energy harvesting wireless communication systems; finite energy storage capacity; finite renewable energy storage; grid power minimization problem; grid power-delay tradeoff; power control policy; random walks theory; renewable energy availability; Delays; Energy storage; Power control; Power demand; Power system stability; Renewable energy sources; Transmitters; Energy harvesting; Lyapunov drift; dynamic programming; finite energy storage; power-delay tradeoff; power-delay tradeoff,; renewable and grid power control; wireless networks;
Journal_Title :
Selected Areas in Communications, IEEE Journal on
DOI :
10.1109/JSAC.2015.2391836