학술논문

Human-in-the-Loop Bicycle Control via Active Heart Rate Regulation
Document Type
Periodical
Source
IEEE Transactions on Control Systems Technology IEEE Trans. Contr. Syst. Technol. Control Systems Technology, IEEE Transactions on. 23(3):1029-1040 May, 2015
Subject
Signal Processing and Analysis
Communication, Networking and Broadcast Technologies
Computing and Processing
Robotics and Control Systems
Roads
Bicycles
Torque
Heart rate
Transfer functions
Vehicle dynamics
Control systems
Bicycle dynamics
continuously varying transmission (CVT) control
heart rate (HR) control
human-in-the-loop
intelligent transportation systems.
Language
ISSN
1063-6536
1558-0865
2374-0159
Abstract
This paper addresses the design of a heart rate (HR) control system for a bicycle equipped with a continuously varying transmission. The control system helps the cyclist maintain a constant physical effort throughout the trip. A complete model of the entire system (bicycle, cyclist, and HR dynamics) is derived, identified, and validated using experimental data. The model is the basis for the development of two controllers. A proportional–integral controller and a second-order sliding mode (SOSM) controller. The two controllers are analyzed, concluding that the SOSM controller offers better robustness against unmodeled dynamics and disturbances. The SOSM controller is finally exhaustively tested on two subjects in real-world conditions. With the proposed systems, the riders are capable of keeping their HR within 10 bpm from the desired one.