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Ardupilot
GitHub Repository: Ardupilot/ardupilot
Path: blob/master/libraries/AC_PID/AC_PID.h
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#pragma once
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/// @file AC_PID.h
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/// @brief General-purpose PID controller with input, error, and derivative filtering, plus slew rate limiting and EEPROM gain storage.
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#include <AP_Common/AP_Common.h>
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#include <AP_Param/AP_Param.h>
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#include <stdlib.h>
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#include <cmath>
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#include <Filter/SlewLimiter.h>
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#include <Filter/NotchFilter.h>
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#include <Filter/AP_Filter.h>
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#define AC_PID_TFILT_HZ_DEFAULT 0.0f // default input filter frequency
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#define AC_PID_EFILT_HZ_DEFAULT 0.0f // default input filter frequency
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#define AC_PID_DFILT_HZ_DEFAULT 20.0f // default input filter frequency
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#define AC_PID_RESET_TC 0.16f // Time constant for integrator reset decay to zero
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#include "AP_PIDInfo.h"
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/// @class AC_PID
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/// @brief Copter PID control class
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class AC_PID {
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public:
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struct Defaults {
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float p;
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float i;
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float d;
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float ff;
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float imax;
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float filt_T_hz;
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float filt_E_hz;
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float filt_D_hz;
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float srmax;
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float srtau;
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float dff;
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};
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/// Constructor for PID controller with EEPROM-backed gain.
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/// Parameters are initialized from defaults or EEPROM at runtime.
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AC_PID(float initial_p, float initial_i, float initial_d, float initial_ff, float initial_imax, float initial_filt_T_hz, float initial_filt_E_hz, float initial_filt_D_hz,
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float initial_srmax=0, float initial_srtau=1.0, float initial_dff=0);
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AC_PID(const AC_PID::Defaults &defaults) :
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AC_PID(
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defaults.p,
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defaults.i,
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defaults.d,
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defaults.ff,
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defaults.imax,
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defaults.filt_T_hz,
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defaults.filt_E_hz,
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defaults.filt_D_hz,
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defaults.srmax,
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defaults.srtau,
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defaults.dff
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)
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{ }
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CLASS_NO_COPY(AC_PID);
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// Computes the PID output using a target and measurement input.
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// Applies filters to the target and error, calculates the derivative and updates the integrator.
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// If `limit` is true, the integrator is allowed to shrink but not grow.
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float update_all(float target, float measurement, float dt, bool limit = false, float pd_scale = 1.0f, float i_scale = 1.0f);
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// Computes the PID output from an error input only (target assumed to be zero).
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// Applies error filtering and updates the derivative and integrator.
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// Target and measurement must be set separately for logging.
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// todo: remove function when it is no longer used.
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float update_error(float error, float dt, bool limit = false);
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// get_pid - get results from pid controller
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float get_p() const;
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float get_i() const;
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float get_d() const;
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float get_ff() const;
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float get_ff_component() const;
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float get_dff_component() const;
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// Used to fully zero the I term between mode changes or initialization
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void reset_I();
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// Flags the input filter for reset. The next call to `update_all()` will reinitialize the filter using the next input.
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void reset_filter() {
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_flags._reset_filter = true;
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}
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// Loads controller configuration from EEPROM, including gains and filter frequencies. (not used)
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void load_gains();
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// Saves controller configuration from EEPROM, including gains and filter frequencies. Used by autotune to save gains before tuning.
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void save_gains();
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// get accessors
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const AP_Float &kP() const { return _kp; }
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AP_Float &kP() { return _kp; }
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AP_Float &kI() { return _ki; }
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AP_Float &kD() { return _kd; }
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AP_Float &kIMAX() { return _kimax; }
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AP_Float &kPDMAX() { return _kpdmax; }
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AP_Float &ff() { return _kff;}
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AP_Float &filt_T_hz() { return _filt_T_hz; }
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AP_Float &filt_E_hz() { return _filt_E_hz; }
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AP_Float &filt_D_hz() { return _filt_D_hz; }
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AP_Float &slew_limit() { return _slew_rate_max; }
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AP_Float &kDff() { return _kdff; }
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float imax() const { return _kimax.get(); }
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float pdmax() const { return _kpdmax.get(); }
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// Returns alpha value for the target low-pass filter (based on filter frequency and dt)
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float get_filt_T_alpha(float dt) const;
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// Returns alpha value for the error low-pass filter (based on filter frequency and dt)
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float get_filt_E_alpha(float dt) const;
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// Returns alpha value for the derivative low-pass filter (based on filter frequency and dt)
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float get_filt_D_alpha(float dt) const;
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// set accessors
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void set_kP(const float v) { _kp.set(v); }
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void set_kI(const float v) { _ki.set(v); }
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void set_kD(const float v) { _kd.set(v); }
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void set_ff(const float v) { _kff.set(v); }
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void set_imax(const float v) { _kimax.set(fabsf(v)); }
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void set_pdmax(const float v) { _kpdmax.set(fabsf(v)); }
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void set_filt_T_hz(const float v);
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void set_filt_E_hz(const float v);
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void set_filt_D_hz(const float v);
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void set_slew_limit(const float v);
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void set_kDff(const float v) { _kdff.set(v); }
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// Sets target and actual rate values for external logging (optional).
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void set_target_rate(float target) { _pid_info.target = target; }
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void set_actual_rate(float actual) { _pid_info.actual = actual; }
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// Sets the integrator directly, clamped to the IMAX bounds. Also flags I-term as externally set.
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void set_integrator(float i);
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// Gradually adjust the integrator toward a desired value using a time constant.
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// Typically used to "relax" the I-term in dynamic conditions.
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void relax_integrator(float integrator, float dt, float time_constant);
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// set slew limiter scale factor
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void set_slew_limit_scale(int8_t scale) { _slew_limit_scale = scale; }
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// Returns current slew rate from the limiter. Returns 0 if SMAX is zero (disabled).
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float get_slew_rate(void) const { return _slew_limiter.get_slew_rate(); }
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const AP_PIDInfo& get_pid_info(void) const { return _pid_info; }
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// Configures optional notch filters for target and error signals using the given sample rate.
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// Filters are dynamically allocated and validated via the AP_Filter API.
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void set_notch_sample_rate(float);
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// parameter var table
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static const struct AP_Param::GroupInfo var_info[];
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protected:
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// Updates the integrator based on current error and dt.
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// If `limit` is true, the integrator is only allowed to shrink to avoid wind-up.
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void update_i(float dt, bool limit, float i_scale = 1.0f);
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// parameters
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AP_Float _kp;
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AP_Float _ki;
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AP_Float _kd;
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AP_Float _kff;
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AP_Float _kimax;
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AP_Float _kpdmax;
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AP_Float _filt_T_hz; // PID target filter frequency in Hz
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AP_Float _filt_E_hz; // PID error filter frequency in Hz
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AP_Float _filt_D_hz; // PID derivative filter frequency in Hz
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AP_Float _slew_rate_max;
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AP_Float _kdff;
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#if AP_FILTER_ENABLED
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AP_Int8 _notch_T_filter;
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AP_Int8 _notch_E_filter;
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#endif
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// Slew rate time constant (tau). Not exposed in this class by default, but defined as an AP_Float so parent classes can make it configurable via param table.
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AP_Float _slew_rate_tau;
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SlewLimiter _slew_limiter{_slew_rate_max, _slew_rate_tau};
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// flags
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struct ac_pid_flags {
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bool _reset_filter :1; // true if the input filter should be reset on the next call to update_all()
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bool _I_set :1; // true if the I term has been set externally, including zeroing
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} _flags;
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// internal variables
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float _integrator; // integrator value
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float _target; // target value to enable filtering
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float _error; // error value to enable filtering
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float _derivative; // derivative value to enable filtering
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int8_t _slew_limit_scale;
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float _target_derivative; // target derivative value to enable dff
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#if AP_FILTER_ENABLED
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NotchFilterFloat* _target_notch;
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NotchFilterFloat* _error_notch;
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#endif
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AP_PIDInfo _pid_info;
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const float default_kp;
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const float default_ki;
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const float default_kd;
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const float default_kff;
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const float default_kdff;
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const float default_kimax;
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const float default_filt_T_hz;
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const float default_filt_E_hz;
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const float default_filt_D_hz;
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const float default_slew_rate_max;
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};
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