Fusing human sensor and physical sensor data

J. W.S. Liu, E. T.H. Chu, Pei-Hsuan Tsai

研究成果: Conference contribution

2 引文 斯高帕斯(Scopus)

摘要

Past experiences tell us that a disaster warning and response system can improve its coverage of the threatened area and situation awareness by supplementing in-situ and remote sensor data with human sensor data captured and sent by people in the area. This paper is concerned with data fusion and processing methods with which the system can make use of human sensor data and physical sensor data synergistically to speed up its decision process or improve the quality of its decision. We formulate the problem in a statistical detection and estimation framework. Within this framework, value and decision fusion of human sensor and physical sensor data of arbitrary numerical values can be treated in a coherent way.

原文English
主出版物標題Proceedings - 2012 5th IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2012
DOIs
出版狀態Published - 2012 十二月 1
事件2012 5th IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2012 - Taipei, Taiwan
持續時間: 2012 十二月 172012 十二月 19

出版系列

名字Proceedings - 2012 5th IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2012

Other

Other2012 5th IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2012
國家Taiwan
城市Taipei
期間12-12-1712-12-19

All Science Journal Classification (ASJC) codes

  • Software

指紋 深入研究「Fusing human sensor and physical sensor data」主題。共同形成了獨特的指紋。

  • 引用此

    Liu, J. W. S., Chu, E. T. H., & Tsai, P-H. (2012). Fusing human sensor and physical sensor data. 於 Proceedings - 2012 5th IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2012 [6449429] (Proceedings - 2012 5th IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2012). https://doi.org/10.1109/SOCA.2012.6449429