Title :
Optimal source rate allocation in Body Sensor Networks with energy harvesting
Author :
He, Yifeng ; Zhu, Wenwu ; Guan, Ling
Author_Institution :
ECE Dept., Ryerson Univ., Toronto, ON, Canada
Abstract :
Body Sensor Networks (BSNs) are promising in pervasive health monitoring applications. One of the major challenges in BSNs is the sustainable power supply since each body sensor has limited battery capacity. In this paper, we optimize the source rate of the sensor to provide an uninterrupted service for BSNs with energy harvesting. First, we employ a discrete-time Markov chain to model the energy harvesting process at each sensor, and then theoretically analyze the relationship between the source rate and the uninterrupted life time of the sensor. Second, we formulate a steady-rate optimization problem, which minimizes the rate fluctuation with respect to the average sustainable rate via optimal source rate allocation at each sensor, under the requirement of the uninterrupted service. We propose an analytical solution to solve the optimization problem. In the simulations, we demonstrate that the proposed optimal solution enables the BSN to main tain an uninterrupted service with a steady output rate at each sensor.
Keywords :
Markov processes; body sensor networks; condition monitoring; energy harvesting; power supply quality; BSN; battery capacity; body sensor networks; discrete-time Markov chain; energy harvesting; optimal solution; optimal source rate allocation; pervasive health monitoring applications; steady-rate optimization problem; sustainable power supply; uninterrupted lifetime; Batteries; Body sensor networks; Energy harvesting; Energy states; Markov processes; Optimization; Power demand; Body sensor networks; discrete-time Markov chain; eHealth; energy harvesting; optimal source rate allocation; sustainable power supply; uninterrupted service;
Conference_Titel :
Multimedia and Expo (ICME), 2011 IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-61284-348-3
Electronic_ISBN :
1945-7871
DOI :
10.1109/ICME.2011.6012147