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Research on Unmanned Vehicle Stability Control with Model Prediction Control

  • Beijing Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

The use of ESC(Electronic Stability Control) significantly improves vehicle stability. Most ESC systems keep the vehicle stable by limiting raw rate and lateral velocity of the vehicle in a particular range. However, this method does not suitable for the unmanned vehicle. If the environment is very complicated, the ESC may misjudge. It is necessary to consider the unmanned vehicle condition over a short period of time to determine the true state of the unmanned vehicle. Different models should be established according to all states of the unmanned vehicle, and then the predicted results of these models can be compared to choose the result closest to the data measured by the sensor. Based on the selected model, the current best control strategy can be obtained. Experiments have been conducted under a variety of conditions. The results show that the stability control system using model prediction control(MPC) can effectively improve the stability of the vehicle.

Original languageEnglish
Title of host publication4th International Conference on Control and Robotics Engineering, ICCRE 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages12-15
Number of pages4
ISBN (Electronic)9781728115931
DOIs
Publication statusPublished - Apr 2019
Event4th International Conference on Control and Robotics Engineering, ICCRE 2019 - Nanjing, China
Duration: 20 Apr 2019 → 23 Apr 2019

Publication series

Name4th International Conference on Control and Robotics Engineering, ICCRE 2019

Conference

Conference4th International Conference on Control and Robotics Engineering, ICCRE 2019
Country/TerritoryChina
CityNanjing
Period20/04/19 → 23/04/19

Keywords

  • model prediction
  • stability
  • unmanned vehicle

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