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ADAS Simulation Result Dataset Processing Based on Improved BP Neural Network

Data, ISSN: 2306-5729, Vol: 9, Issue: 1
2024
  • 2
    Citations
  • 0
    Usage
  • 1
    Captures
  • 2
    Mentions
  • 0
    Social Media
Metric Options:   Counts1 Year3 Year

Metrics Details

  • Citations
    2
  • Captures
    1
  • Mentions
    2
    • Blog Mentions
      1
      • Blog
        1
    • News Mentions
      1
      • News
        1

Most Recent Blog

Data, Vol. 9, Pages 11: ADAS Simulation Result Dataset Processing Based on Improved BP Neural Network

Data, Vol. 9, Pages 11: ADAS Simulation Result Dataset Processing Based on Improved BP Neural Network Data doi: 10.3390/data9010011 Authors: Songyan Zhao Lingshan Chen Yongchao

Most Recent News

Study Findings on Library Science Are Outlined in Reports from Shanghai University of Engineering Science (ADAS Simulation Result Dataset Processing Based on Improved BP Neural Network)

2024 JAN 22 (NewsRx) -- By a News Reporter-Staff News Editor at Network Daily News -- New study results on library science have been published.

Article Description

The autonomous driving simulation field lacks evaluation and forecasting systems for simulation results. The data obtained from the simulation of target algorithms and vehicle models cannot be reasonably estimated. This problem affects subsequent vehicle improvement and parameter calibration. The authors relied on the simulation results of the AEB algorithm. We selected the BP Neural Network as the basis and improved it with a genetic algorithm optimized via a roulette algorithm. The regression evaluation indicators of the prediction results show that the GA-BP neural network has better prediction accuracy and generalization ability than the original BP neural network and other optimized BP neural networks. This GA-BP neural network also fills the Gap in Evaluation and Prediction Systems.

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