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Efficient matrix multiplication on wireless sensor networks

  • Hong Shen
  • , Jing Chen

研究成果: Conference contribution同行評審

4 引文 斯高帕斯(Scopus)

摘要

Wireless Sensor Networks (WSN for short) have been widely used for data collecting and processing in various applications. This paper studies the problem of how to efficiently realize matrix multiplication on a WSN. Based on a widely accepted model of WSNs, we show the lower bound on the number of parallel steps needed by any algorithm for nxn matrix multiplication on a WSN of n2 sensors with transmission radius r. We then present two parallel algorithms for matrix multiplication on a WSN which have the same time complexity as the lower bound. For both algorithms we analyze their main performance parameters including time cost, memory cost and energy-efficiency in detail.

原文English
主出版物標題Proceedings - 7th International Conference on Grid and Cooperative Computing, GCC 2008
頁面331-341
頁數11
DOIs
出版狀態Published - 2008
事件7th International Conference on Grid and Cooperative Computing, GCC 2008 - Shenzhen, China
持續時間: 24 10月 200826 10月 2008

出版系列

名字Proceedings - 7th International Conference on Grid and Cooperative Computing, GCC 2008

Conference

Conference7th International Conference on Grid and Cooperative Computing, GCC 2008
國家/地區China
城市Shenzhen
期間24/10/0826/10/08

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