How to Build a Fixed-Point PI Controller That Just Works: Part I
This two-part article explains five tips to make a fixed-point PI controller work well. I am not going to talk about loop tuning -- there are hundreds of articles and books about that; any control-systems course will go over loop tuning enough to...
Summary
This two-part article presents five practical tips for implementing robust fixed-point PI controllers on resource-constrained embedded platforms. Readers will learn techniques for scaling, preventing overflow and windup, and writing efficient integer math that make fixed-point PI implementations reliable in firmware and motor-control applications.
Key Takeaways
- Implement Q-format scaling to maximize precision while preventing overflow in fixed-point PI calculations.
- Apply anti-windup and saturation strategies to keep the integrator stable under actuator limits and disturbances.
- Use integer arithmetic patterns (shifts, saturating ops) and optimization techniques suited to MCU architectures to improve performance.
- Test across the full input and setpoint range, and validate with unit tests and simple hardware-in-the-loop checks to catch quantization and boundary failures.
Who Should Read This
Embedded firmware or control engineers with practical experience on microcontrollers who need reliable fixed-point PI implementations for motor control or sensor-driven systems.
TimelessIntermediate
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