Title :
Optimal energy management policies for energy harvesting sensor nodes
Author :
Sharma, Vinod ; Mukherji, Utpal ; Joseph, Vinay ; Gupta, Shrey
Author_Institution :
Dept. of Electr. Commun. Eng., IISc, Bangalore, India
fDate :
4/1/2010 12:00:00 AM
Abstract :
We study a sensor node with an energy harvesting source. The generated energy can be stored in a buffer. The sensor node periodically senses a random field and generates a packet. These packets are stored in a queue and transmitted using the energy available at that time. We obtain energy management policies that are throughput optimal, i.e., the data queue stays stable for the largest possible data rate. Next we obtain energy management policies which minimize the mean delay in the queue. We also compare performance of several easily implementable sub-optimal energy management policies. A greedy policy is identified which, in low SNR regime, is throughput optimal and also minimizes mean delay.
Keywords :
energy harvesting; queueing theory; telecommunication network management; wireless sensor networks; buffer; data queue; data rate; energy harvesting sensor node; greedy policy; mean delay; optimal energy management policy; random field; sensor network; throughput optimal; Batteries; Buffer storage; Delay; Energy management; Intensity modulation; Photovoltaic cells; Routing; Sensor phenomena and characterization; Solar power generation; Throughput; Optimal energy management policies, energy harvesting, sensor networks.;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2010.04.080749