EVALUATION METHOD OF SENSOR DATA CREDIBILITY BASED ON MULTI-SOURCE HETEROGENEOUS INFORMATION FUSION

被引：0

作者：

Hu Jixiong ^{[1
]}

Duan Rui ^{[1
]}

Feng Yanling ^{[1
]}

Chen Zhuming ^{[1
]}

机构：

[1] Univ Elect Sci & Technol China, Sch Informat & Commun Engn, Chengdu 611731, Peoples R China

来源：

2020 17TH INTERNATIONAL COMPUTER CONFERENCE ON WAVELET ACTIVE MEDIA TECHNOLOGY AND INFORMATION PROCESSING (ICCWAMTIP) | 2020年

关键词：

Reliability; Sensor node; Multi-source; Information fusion; Evaluation;

D O I：

10.1109/ICCWAMTIP51612.2020.9317506

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The reliability of sensor node data is crucial for data processing, especially sensor network data for security monitoring. However, existing evaluation methods cannot effectively evaluate the data credibility when the sensors are occluded or damaged. In order to solve this issue, a credibility assessment method for sensor data is proposed in this paper by fusing multi-source heterogeneous sensor data. Experimental results on mine smoke data show that the proposed method could effectively improve the veracity of evaluation when the sensors are disturbed or blocked.

引用

页码：433 / 436

页数：4

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