Data Fusion for Magnetic Sensor Based on Fuzzy Logic Theory

Data fusion of sensors is a useful technique to obtain more comprehensive information about the monitoring targets in wireless sensor networks (WSN). This paper proposes a data fusion algorithm based on fuzzy logic theory to monitor a parking space in the parking lot using magnetic sensors and point...

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Published in2011 International Conference on Intelligent Computation Technology and Automation Vol. 1; pp. 87 - 92
Main Authors Zhu Jian, Cao Hongbing, Shen Jie, Liu Haitao
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.03.2011
Subjects
data fusion
decision-making
Fuzzy logic
fuzzy logic theory
Inference algorithms
Interference
magnetic sensor
Magnetic sensors
Monitoring
target monitoring
Wireless sensor networks
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ISBN1612842895
9781612842899
DOI10.1109/ICICTA.2011.29

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Abstract Data fusion of sensors is a useful technique to obtain more comprehensive information about the monitoring targets in wireless sensor networks (WSN). This paper proposes a data fusion algorithm based on fuzzy logic theory to monitor a parking space in the parking lot using magnetic sensors and point out the probability of occupancy of the corresponding parking space. Simulation results show that our algorithm gathers more accurate information about the monitoring targets to support right decisions and has the ability of anti-interference.
AbstractList Data fusion of sensors is a useful technique to obtain more comprehensive information about the monitoring targets in wireless sensor networks (WSN). This paper proposes a data fusion algorithm based on fuzzy logic theory to monitor a parking space in the parking lot using magnetic sensors and point out the probability of occupancy of the corresponding parking space. Simulation results show that our algorithm gathers more accurate information about the monitoring targets to support right decisions and has the ability of anti-interference.
Author Zhu Jian
Shen Jie
Cao Hongbing
Liu Haitao
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  surname: Cao Hongbing
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  surname: Liu Haitao
  fullname: Liu Haitao
  organization: Shanghai Inst. of Microsyst. & Inf. Technol., CAS, Shanghai, China
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Snippet Data fusion of sensors is a useful technique to obtain more comprehensive information about the monitoring targets in wireless sensor networks (WSN). This...
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SubjectTerms data fusion
decision-making
Fuzzy logic
fuzzy logic theory
Inference algorithms
Interference
magnetic sensor
Magnetic sensors
Monitoring
target monitoring
Wireless sensor networks
Title Data Fusion for Magnetic Sensor Based on Fuzzy Logic Theory
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