Koopman Operator를 이용한 데이터 기반 차량 모델링

Data-driven Vehicle Modeling using Koopman Operator
  • 김진성
  • 전영수
  • 정정주

초록

Vehicle control for autonomous driving vehicles has been studied for several years. A controlmethod for vehicle control has been investigated with a linear model, but the vehicle dynamics have underlyingnonlinear behavior. Thus, this paper proposes the data-driven modeling method for vehicle control with a linearfunction, the Koopman operator.

키워드

Data-driven modelingVehicle modelingAutonomous driving
제목
Koopman Operator를 이용한 데이터 기반 차량 모델링
제목 (타언어)
Data-driven Vehicle Modeling using Koopman Operator
저자
김진성전영수정정주
발행일
2022-06
유형
Proceeding
저널명
2022 제37회 제어로봇시스템학회 학술대회
페이지
104 ~ 105