JOURNAL ARTICLE

Research on Warehouse Environment Monitoring and Control System Based on Multi-Sensor Data Fusion

Yan Wei WangTing Hui LiJin Jie BiHai Yan LiGui Yan Li

Year: 2015 Journal:   Applied Mechanics and Materials Vol: 742 Pages: 640-647   Publisher: Trans Tech Publications

Abstract

Due to the characters of large space and uneven distributing of the temperature and humidity which always exist in the warehouse, the reliability and accuracy of data are influenced when using the wireless sensor network to collect the environmental parameters which are large redundancy and errors. According to the above-mentioned characters, a self-adaptive weighted algorithm based on multi-sensor data fusion was presented. The simulation results show that, the compute of the method is simple, it needs without any prior knowledge of sensor to give the fusion value with least variance, and therefore the proposed method improves the accuracy of measured data.

Keywords:
Redundancy (engineering) Sensor fusion Wireless sensor network Variance (accounting) Computer science Data mining Reliability (semiconductor) Data redundancy Fusion Data reliability Real-time computing Warehouse Algorithm Engineering Reliability engineering Artificial intelligence Database Computer network

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Citation History

Topics

Water Quality Monitoring Technologies
Physical Sciences →  Environmental Science →  Water Science and Technology

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