학술논문

Smart Foot Based on FBG Integrated in Composite Material and Adaptive Fuzzy Controller
Document Type
Periodical
Source
IEEE Sensors Letters IEEE Sens. Lett. Sensors Letters, IEEE. 7(9):1-4 Sep, 2023
Subject
Components, Circuits, Devices and Systems
Robotics and Control Systems
Communication, Networking and Broadcast Technologies
Signal Processing and Analysis
Foot
Optical fiber sensors
Intelligent sensors
Optical fiber cables
Fabrics
Deformation
Carbon
Sensor integration
optical sensors in CFRP
adaptive fuzzy-proportional—integral–derivative (FPID) controller
carbon fiber–reinforced polymer
fiber Bragg grating (FBG)
proprioception
robotic foot
Language
ISSN
2475-1472
Abstract
In this letter, we present the design and development of a smart foot using fiber Bragg gratings (FBGs) sensors embedded in carbon fiber-reinforced polymer (CFRP) due to its resistance, small dimensions, and immunity to electromagnetic interference. To manufacture the CFRP foot, a 3-D mold based on human anatomy is modeled and 3-D-printed to support the curvature maintenance while the curing process. Subsequently, four FBG sensors are embedded to monitor different equivalent parts of the human anatomy in the foot: calcaneus, metatarsal bones, proximal phalanges, and middle phalanges using the wavelength shift method. These signals provide proprioception for make-decision to control the movement of the robotic foot. As the actuator structure, a servo motor is developed to the ankle joint using a dc motor, to move the foot by steel cables. Given the nonlinear nature of the system due to the use of elastic components, including CFRP foot deformations and a mechanical drive system with springs cushioning, an adaptive fuzzy-proportional–integral–derivative (FPID) control strategy is presented. As a result, there is an improvement in proprioception for controllers through experiments with variations in load and movement in the system, suggesting a path for humanoid robots and active prosthetic feet.