PID Controller

A feedback controller that computes a control signal as the sum of three terms: Proportional (error), Integral (accumulated error), and Derivative (rate of error change). PID is the most widely deployed controller in industrial robotics for joint-level position and velocity regulation. Tuning the three gains (Kp, Ki, Kd) trades off response speed, overshoot, and steady-state accuracy.