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A differential drive robot is controlled using ROS2 Humble running on a Raspberry Pi 4 (running Ubuntu server 22.04). The vehicle is equipped with a raspberry pi camera for visual feedback and an RPlidar A1 sensor used for Simultaneous Localization and Mapping (SLAM), autonomous navigation and obstacle avoidance.
A seamless integration of an Arduino-driven PID control system with a Python-based real-time graphing interface. Adjust PID parameters and setpoints dynamically, monitor feedback loops, and manage system performance all in one place.