Optimal Energy Management Policies for Energy Harvesting Sensor Nodes

被引:463
|
作者
Sharma, Vinod [1 ]
Mukherji, Utpal [1 ]
Joseph, Vinay [1 ,2 ]
Gupta, Shrey [3 ]
机构
[1] IISc, Dept Elect Commun Engn, Bangalore, Karnataka, India
[2] Univ Texas Austin, Dept Elect & Comp Engn, Austin, TX 78712 USA
[3] Stanford Univ, Dept Comp Sci, Stanford, CA 94305 USA
关键词
Optimal energy management policies; energy harvesting; sensor networks; NETWORKS; COMPRESSION;
D O I
10.1109/TWC.2010.04.080749
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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.
引用
收藏
页码:1326 / 1336
页数:11
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