Dual Mode PID Controller for Path Planning of Encoder Less Mobile Robots in Warehouse Environment
Open Access
- 8 February 2024
- journal article
- research article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Access
- Vol. 12, 21634-21646
Abstract
Mobile robots have emerged as versatile substitutes for human labor across diverse domains, offering promising applications in surveillance, healthcare, and beyond. Fundamental to their autonomy are the core capabilities of movement, perception, cognition, and navigation. This research introduces a novel approach known as the Dual PID based low-cost navigation system (DPLNS), designed specifically for indoor warehouse-like environments. The primary objective of this technique is to enable seamless point-to-point traversal. This is achieved through a fusion of gyroscope correction and visual PID control mechanisms. Leveraging a strategically positioned eagle-eye perspective camera, the system gained crucial insights for navigation. To ensure the uninterrupted execution of planned trajectories, the system employs the Message Queuing Telemetry Transport (MQTT) protocol. This technology ensures smooth communication and coordination of actions. The experimental validation of the proposed strategy highlights its efficacy, positioning it as a promising solution for modern warehouse automation needs. By advancing the capabilities of mobile robots within warehouse contexts, this research not only addresses immediate operational demands, but also paves the way for broader applications across various other fields. The developed system enables robust detection and successful path traversal to the designated spot through a position control operating at average of 12.3 rad/s.Keywords
Funding Information
- Vellore Institute of Technology, Chennai
This publication has 28 references indexed in Scilit:
- Human–Robot Communication System for an Isolated EnvironmentIEEE Access, 2022
- LAMDA Control Approaches Applied to Trajectory Tracking for Mobile RobotsIEEE Access, 2021
- The Use of MQTT in M2M and IoT Systems: A SurveyIEEE Access, 2020
- Development of an Automated Camera-Based Drone Landing SystemIEEE Access, 2020
- Mobile robot localization based on PSO estimatorAsian Journal of Control, 2019
- A Feedback Linearization-Based Motion Controller for a UWMR with Experimental EvaluationsRobotica, 2019
- Modelling and Trajectory Tracking of Wheeled Mobile RobotsProcedia Technology, 2016
- Design of a Low-Cost Vision System for Laser Profilometry Aiding Smart Vehicles Movement2015
- Visual servoing of mobile robots for posture stabilization: from theory to experimentsInternational Journal of Robust and Nonlinear Control, 2013
- Mobile robot positioning: Sensors and techniquesJournal of Robotic Systems, 1997