Research of Information Fusion Evaluation Methodology Based on Rough Set Theory

摘要：

The theories and methods of performance evaluation for multi-sensor data fusion system based on rough set theory are discussed. A information fusion performance criteria system is founded with C3I applications as background, the evaluation process is similar to the decision process, the general way of integration system evaluation and the algorithm of assign the weights to condition attributes using rough set are presented. In the meantime, a framework is presented for performance test and evaluation of the multi-sensor data fusion.At last, the algorithm of information fusion and the choice of parameters can be directed by using software, and experimental results reveal the efficiency of the method.

关键词： Rough set theory information fusion performance evaluation

作者: Yunxiang Liu Jie Lin

作者单位: Department of Computer Science,Shanghai Institute of Technology 200235;East China University of Science and Technology,Shanghai 200237

会议类型: 国际会议

会议名称: The International Colloquium on Onformation Fusion 2007(2007年国际信息融合研讨会)

会议地点: 西安

会议语种:英文

页码: 134-139

在线出版日期: 2007-08-22（万方平台首次上网日期，不代表论文的发表时间）