Incremental PID Control Algorithm Implementation

This code implements PID parameter regulation through an incremental control algorithm. The incremental control algorithm represents an improved version of traditional PID control, designed to eliminate overshoot phenomena that typically occur under minor disturbances in conventional PID systems. This enhancement significantly improves control precision while simultaneously strengthening system robustness. The implementation includes calculated incremental output adjustments based on error differences, preventing integral windup and reducing sudden control actions. Additionally, the code incorporates adaptability features for different system types through configurable parameters. The algorithm allows tuning of proportional, integral, and derivative gains to match various system dynamics, with the incremental approach naturally handling system variations through its difference-equation formulation. Furthermore, the implementation integrates adaptive filtering technology to effectively process noise signals. The filtering module employs real-time noise characterization and filter parameter adjustment, ensuring maintained control performance for robots operating in high-noise environments. The combined approach of incremental PID with adaptive filtering creates a resilient control system capable of handling both system uncertainties and environmental disturbances.