Driver Behavior Prediction and Driver-Oriented Control of Electric Vehicles

This chapter introduces the concept of driving behavior modeling and its integral role in vehicle supervisory control (VSC). A comprehensive overview of driving behavior is presented, encompassing its definition, significance, research trajectory, and experimental apparatus. The significance of driver behavior within both industrial and academic realms is explicated, particularly within the context of VSC. Additionally, a theoretical framework outlining the driving behavior interaction mechanism in VSC or vehicle internal combustion engines is explored. Furthermore, several drivers’ physiological signals, such as electroencephalography, electromyography, electrodermal activity, and eye tracking are scrutinized. Based on these collected data, the mainstream driving modeling methods are discussed. Finally, integration applications on driving behavior-based VSC are analyzed.