Optimum Transmission Policies for Energy Harvesting Sensor Networks Powered By a Mobile Control Center

TL;DR

This paper investigates optimal RF-based energy transmission policies in sensor networks powered by a mobile control center, proposing new schemes and deriving explicit policies to enhance energy efficiency under various constraints.

Contribution

It introduces a novel harvest-store-use scheme with explicit optimal transmission policies and compares it with traditional methods, improving energy efficiency in energy-harvesting sensor networks.

Findings

Significant energy efficiency improvements with proposed policies

Explicit closed-form optimal transmission expressions derived

Performance analysis under fixed information rate constraints

Abstract

Wireless energy transfer, namely RF-based energy harvesting, is a potential way to prolong the lifetime of energy-constrained devices, especially in wireless sensor networks. However, due to huge propagation attenuation, its energy efficiency is regarded as the biggest bottleneck to widely applications. It is critical to find appropriate transmission policies to improve the global energy efficiency in this kind of systems. To this end, this paper focuses on the sensor networks scenario, where a mobile control center powers the sensors by RF signal and also collects information from them. Two related schemes, called as harvest-and-use scheme and harvest-store-use scheme, are investigated, respectively. In harvest-and-use scheme, as a benchmark, both constant and adaptive transmission modes from sensors are discussed. To harvest-store-use scheme, we propose a new concept, the best opportunity for wireless energy transfer, and use it to derive an explicit closed-form expression of optimal transmission policy. It is shown by simulation that a considerable improvement in terms of energy efficiency can be obtained with the help of the transmission policies developed in this paper. Furthermore, the transmission policies is also discussed under the constraint of fixed information rate. The minimal required power, the performance loss from the new constraint as well as the effect of fading are then presented.