학술논문

Energy Dissipation Based Longitudinal and Lateral Coupling Control for Intelligent Vehicles
Document Type
Periodical
Source
IEEE Intelligent Transportation Systems Magazine IEEE Intell. Transport. Syst. Mag. Intelligent Transportation Systems Magazine, IEEE. 10(2):121-133 Jan, 2018
Subject
Transportation
Aerospace
Computing and Processing
Components, Circuits, Devices and Systems
Fields, Waves and Electromagnetics
Intelligent vehicle systems
Mathematical model
Energy dissipation
Intelligent vehicles
Vehicle dynamics
Computational modeling
Control systems
Language
ISSN
1939-1390
1941-1197
Abstract
This paper proposes a combined longitudinal and lateral control approach for an intelligent vehicle system based on energy dissipation. The vehicle system dynamics resembles a series of mass/spring/damper systems that are dissipative, i.e., the energy of the system decays to zero eventually. Thus, the nonlinear-optimal longitudinal and lateral coupling control problem of the intelligent vehicle system is transformed into a dissipative control design based on an energy storage function. To satisfy the γ-performance, with respect to the quadratic supply rate, the storage function is developed by using a back-stepping based Lyapunov method and a step-by-step improvement of performance bounds. A dissipative feedback control law is formulated by successive approximation based on the stepby-step reduction of the value of γ. The results of the adaptive vehicle control simulations and test-bed experiments are provided and verified by the respective comparison of energy consumption on different values of γ and speed adaption under different road geometries.