Improving Network Lifetime for Wireless Sensor Network using Compressive Sensing | |
Guangming Cao; Fengqi Yu; Baoli Zhang | |
2011 | |
会议名称 | 13th IEEE International Workshop on FTDCS 2011, the 8th International Conference on ATC 2011, the 8th International Conference on UIC 2011 and the 13th IEEE International Conference on HPCC 2011 |
会议地点 | Banff, AB, Canada |
英文摘要 | Large-scale wireless sensor networks have been used for a wide range of applications, one of the most important issues in these applications is how to improve network lifetime of the sensor node powered by battery. In this paper, we propose a novel data collection algorithm using compressive sensing. The network energy consumption is analyzed theoretically. Our approach offers accurate data recovery from a small number compressed data. Its performance is evaluated in Tiny OS. Simulation results show that our approach can effectively prolong the network lifetime for large scale wireless sensor network. Its energy efficiency also outperforms the tree collection protocol stack. |
收录类别 | EI |
语种 | 英语 |
内容类型 | 会议论文 |
源URL | [http://ir.siat.ac.cn:8080/handle/172644/3285] ![]() |
专题 | 深圳先进技术研究院_集成所 |
作者单位 | 2011 |
推荐引用方式 GB/T 7714 | Guangming Cao,Fengqi Yu,Baoli Zhang. Improving Network Lifetime for Wireless Sensor Network using Compressive Sensing[C]. 见:13th IEEE International Workshop on FTDCS 2011, the 8th International Conference on ATC 2011, the 8th International Conference on UIC 2011 and the 13th IEEE International Conference on HPCC 2011. Banff, AB, Canada. |
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