Application of fuzzy cluster analysis in preventing mistakenly stepping on accelerator pedal

In most studies, the common algorithm based on threshold values is used for judging whether accelerator pedal is mistakenly stepped on by parameters of a single moment, which is easily influenced by random disturbances or changes in circumstances. However, there is nondeterminacy and randomicity in...

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Bibliographic Details
Main Authors: Hongyan Chen, Ya'nan Qiu, Huikai Ma, Meifu Luo
Format: Conference Proceeding
Language:English
Subjects:
accelerator pedal
Accidents
Algorithm design and analysis
Classification algorithms
Clustering algorithms
Face recognition
FCM
fuzzy recognition
Image recognition
safy
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Summary:In most studies, the common algorithm based on threshold values is used for judging whether accelerator pedal is mistakenly stepped on by parameters of a single moment, which is easily influenced by random disturbances or changes in circumstances. However, there is nondeterminacy and randomicity in the process of mistakenly stepping on the accelerator. In this paper, we describes a method of fuzzy cluster analysis to classify characteristic parameters and then identify wrong manipulation, requiring no threshold values,. The experimental results indicate this approach can reliably identify whether accelerator pedal is stepped on mistakenly and make it more exact.
DOI:10.1109/CSSS.2011.5972160