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A Method for Recognizing Fatigue Driving Based on Dempster Shafer Theory and Fuzzy Neural Network Book PDF Summary

This study proposes a method based on Dempster-Shafer theory (DST) and fuzzy neural network (FNN) to improve the reliability of recognizing fatigue driving. This method measures driving states using multifeature fusion. First, FNN is introduced to obtaint he basic probability assignment (BPA) of each piece of evidence given the lack of a general solution to the definition of BPA function. Second, a modified algorithm that revises conflict evidence is proposed to reduce unreasonable fusion results when unreliable information exists.

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A Method for Recognizing Fatigue Driving Based on Dempster Shafer Theory and Fuzzy Neural Network
  • Author : WenBo Zhu
  • Release : 20 September 2024
  • Publisher : Infinite Study
  • ISBN : 978186723xxxx
  • Genre : Uncategoriezed
  • Total Page : 10 pages
  • Language : English
  • PDF File Size : 15,6 Mb

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