TY - GEN
T1 - Robotic Traffic Cone System for Lane Closure using Computer Vision and Decentralized PID Control
AU - Saldana, Angelo Casas
AU - Campos, Manuel Martinez
AU - Gutierrez, Daniela Zavala
AU - Alegria, Elvis J.
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - The manual placement of traffic cones increases the risk of accidents for road workers due to vehicle collisions. This paper proposes a system of cone-shaped robots that automatically position themselves to gradually close a lane. Image segmentation and Hough transform, with a neural networks model to correct position distortion, are proposed to estimate the position of each robot. Additionally, to implement decentralized PID control, the current position and orientation is determined by a Kalman filter in conjunction with an embedded gyroscope and the motor's incremental encoders. Validation was conducted using three robots within a controlled, scaled-down environment.
AB - The manual placement of traffic cones increases the risk of accidents for road workers due to vehicle collisions. This paper proposes a system of cone-shaped robots that automatically position themselves to gradually close a lane. Image segmentation and Hough transform, with a neural networks model to correct position distortion, are proposed to estimate the position of each robot. Additionally, to implement decentralized PID control, the current position and orientation is determined by a Kalman filter in conjunction with an embedded gyroscope and the motor's incremental encoders. Validation was conducted using three robots within a controlled, scaled-down environment.
KW - computer vision
KW - Differential robot
KW - PID control
KW - robot-cones
UR - http://www.scopus.com/inward/record.url?scp=85216130509&partnerID=8YFLogxK
U2 - 10.1109/LARS64411.2024.10786459
DO - 10.1109/LARS64411.2024.10786459
M3 - Conference contribution
AN - SCOPUS:85216130509
T3 - Proceedings of the 2024 Latin American Robotics Symposium, LARS 2024
BT - Proceedings of the 2024 Latin American Robotics Symposium, LARS 2024
A2 - Chaimowicz, Luiz
A2 - Patino-Escarcina, Raquel Esperanza
A2 - Barrios-Aranibar, Dennis
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2024 Latin American Robotics Symposium, LARS 2024
Y2 - 11 November 2024 through 14 November 2024
ER -