mirror of https://github.com/ArduPilot/ardupilot
AC_PID: Add error variable with accessor and clean up
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eef3409d32
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@ -70,10 +70,7 @@ const AP_Param::GroupInfo AC_PID::var_info[] = {
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// Constructor
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AC_PID::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 dt, float initial_srmax, float initial_srtau):
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_dt(dt),
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_integrator(0.0f),
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_error(0.0f),
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_derivative(0.0f)
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_dt(dt)
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{
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// load parameter values from eeprom
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AP_Param::setup_object_defaults(this, var_info);
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@ -73,7 +73,7 @@ AC_PID_2D::AC_PID_2D(float initial_kP, float initial_kI, float initial_kD, float
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// target and error are filtered
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// the derivative is then calculated and filtered
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// the integral is then updated based on the setting of the limit flag
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Vector2f AC_PID_2D::update_all(const Vector2f &target, const Vector2f &measurement, bool limit)
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Vector2f AC_PID_2D::update_all(const Vector2f &target, const Vector2f &measurement, const Vector2f &limit)
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{
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// don't process inf or NaN
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if (target.is_nan() || target.is_inf() ||
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@ -121,24 +121,49 @@ Vector2f AC_PID_2D::update_all(const Vector2f &target, const Vector2f &measureme
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return _error * _kp + _integrator + _derivative * _kd + _target * _kff;
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}
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Vector2f AC_PID_2D::update_all(const Vector3f &target, const Vector3f &measurement, bool limit)
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Vector2f AC_PID_2D::update_all(const Vector3f &target, const Vector3f &measurement, const Vector3f &limit)
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{
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return update_all(Vector2f{target.x, target.y}, Vector2f{measurement.x, measurement.y}, limit);
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return update_all(Vector2f{target.x, target.y}, Vector2f{measurement.x, measurement.y}, Vector2f{limit.x, limit.y});
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}
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// update_i - update the integral
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// If the limit flag is set the integral is only allowed to shrink
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void AC_PID_2D::update_i(bool limit)
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// If the limit is set the integral is only allowed to reduce in the direction of the limit
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void AC_PID_2D::update_i( const Vector2f &limit)
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{
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float integrator_length_orig = _kimax;
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if (limit) {
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integrator_length_orig = MIN(integrator_length_orig, _integrator.length());
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Vector2f limit_direction = limit;
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Vector2f delta_integrator = (_error * _ki) * _dt;
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if (!is_zero(limit_direction.length_squared())) {
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// zero delta_vel if it will increase the velocity error
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limit_direction.normalize();
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if (is_positive(delta_integrator * limit)) {
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delta_integrator.zero();
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}
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_integrator += (_error * _ki) * _dt;
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const float integrator_length_new = _integrator.length();
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if (integrator_length_new > integrator_length_orig) {
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_integrator *= (integrator_length_orig / integrator_length_new);
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}
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_integrator += delta_integrator;
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_integrator.limit_length(_kimax);
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}
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Vector2f AC_PID_2D::get_p() const
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{
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return _error * _kp;
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}
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Vector2f AC_PID_2D::get_i() const
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{
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return _integrator;
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}
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Vector2f AC_PID_2D::get_d() const
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{
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return _derivative * _kd;
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}
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Vector2f AC_PID_2D::get_ff()
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{
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_pid_info_x.FF = _target.x * _kff;
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_pid_info_y.FF = _target.y * _kff;
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return _target * _kff;
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}
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// save_gains - save gains to eeprom
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@ -24,18 +24,19 @@ public:
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// target and error are filtered
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// the derivative is then calculated and filtered
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// the integral is then updated based on the setting of the limit flag
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Vector2f update_all(const Vector2f &target, const Vector2f &measurement, bool limit = false);
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Vector2f update_all(const Vector3f &target, const Vector3f &measurement, bool limit = false);
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Vector2f update_all(const Vector2f &target, const Vector2f &measurement, const Vector2f &limit);
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Vector2f update_all(const Vector3f &target, const Vector3f &measurement, const Vector3f &limit);
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// update the integral
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// if the limit flag is set the integral is only allowed to shrink
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void update_i(bool limit);
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void update_i(const Vector2f &limit);
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// get results from pid controller
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Vector2f get_p() const;
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Vector2f get_i() const;
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Vector2f get_d() const;
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Vector2f get_ff();
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const Vector2f& get_error() const { return _error; }
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// reset the integrator
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void reset_I() { _integrator.zero(); };
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@ -34,6 +34,7 @@ public:
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float get_i() const WARN_IF_UNUSED { return _integrator; }
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float get_d() const WARN_IF_UNUSED { return _derivative * _kd; }
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float get_ff() const WARN_IF_UNUSED { return _target * _kff; }
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float get_error() const WARN_IF_UNUSED { return _error; }
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// reset the integrator
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void reset_I() { _integrator = 0.0f; }
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@ -20,12 +20,11 @@ AC_P_1D::AC_P_1D(float initial_p, float dt) :
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AP_Param::setup_object_defaults(this, var_info);
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_kp = initial_p;
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_lim_D_Out = 10.0f; // maximum first differential of output
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}
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// update_all - set target and measured inputs to P controller and calculate outputs
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// target and measurement are filtered
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// if measurement is further than error_min or error_max (see set_limits_error method)
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// if measurement is further than error_min or error_max (see set_limits method)
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// the target is moved closer to the measurement and limit_min or limit_max will be set true
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float AC_P_1D::update_all(float &target, float measurement, bool &limit_min, bool &limit_max)
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{
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@ -33,33 +32,65 @@ float AC_P_1D::update_all(float &target, float measurement, bool &limit_min, boo
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limit_max = false;
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// calculate distance _error
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float error = target - measurement;
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_error = target - measurement;
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if (error < _lim_err_min) {
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error = _lim_err_min;
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target = measurement + error;
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if (is_negative(_error_min) && (_error < _error_min)) {
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_error = _error_min;
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target = measurement + _error;
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limit_min = true;
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} else if (error > _lim_err_max) {
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error = _lim_err_max;
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target = measurement + error;
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} else if (is_positive(_error_max) && (_error > _error_max)) {
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_error = _error_max;
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target = measurement + _error;
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limit_max = true;
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}
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// ToDo: Replace sqrt_controller with optimal acceleration and jerk limited curve
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// MIN(_Dxy_max, _D2xy_max / _kxy_P) limits the max accel to the point where max jerk is exceeded
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return sqrt_controller(error, _kp, _lim_D_Out, _dt);
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return sqrt_controller(_error, _kp, _D1_max, _dt);
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}
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// set limits on error, output and output from D term
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// in normal use the lim_err_min and lim_out_min will be negative
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// set_limits - sets the maximum error to limit output and first and second derivative of output
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// when using for a position controller, lim_err will be position error, lim_out will be correction velocity, lim_D will be acceleration, lim_D2 will be jerk
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void AC_P_1D::set_limits_error(float lim_err_min, float lim_err_max, float lim_out_min, float lim_out_max, float lim_D_Out, float lim_D2_Out)
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void AC_P_1D::set_limits(float output_min, float output_max, float D_Out_max, float D2_Out_max)
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{
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_lim_D_Out = lim_D_Out;
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if (is_positive(lim_D2_Out)) {
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_D1_max = 0.0f;
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_error_min = 0.0f;
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_error_max = 0.0f;
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if (is_positive(D_Out_max)) {
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_D1_max = D_Out_max;
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}
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if (is_positive(D2_Out_max) && is_positive(_kp)) {
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// limit the first derivative so as not to exceed the second derivative
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_lim_D_Out = MIN(_lim_D_Out, lim_D2_Out / _kp);
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_D1_max = MIN(_D1_max, D2_Out_max / _kp);
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}
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if (is_negative(output_min) && is_positive(_kp)) {
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_error_min = inv_sqrt_controller(output_min, _kp, _D1_max);
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}
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if (is_positive(output_max) && is_positive(_kp)) {
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_error_max = inv_sqrt_controller(output_max, _kp, _D1_max);
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}
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}
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// set_error_limits - reduce maximum position error to error_max
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// to be called after setting limits
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void AC_P_1D::set_error_limits(float error_min, float error_max)
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{
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if (is_negative(error_min)) {
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if (!is_zero(_error_min)) {
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_error_min = MAX(_error_min, error_min);
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} else {
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_error_min = error_min;
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}
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}
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if (is_positive(error_max)) {
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if (!is_zero(_error_max)) {
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_error_max = MIN(_error_max, error_max);
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} else {
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_error_max = error_max;
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}
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}
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_lim_err_min = MAX(inv_sqrt_controller(lim_out_min, _kp, _lim_D_Out), lim_err_min);
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_lim_err_max = MAX(inv_sqrt_controller(lim_out_max, _kp, _lim_D_Out), lim_err_max);
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}
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@ -19,19 +19,32 @@ public:
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// update_all - set target and measured inputs to P controller and calculate outputs
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// target and measurement are filtered
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// if measurement is further than error_min or error_max (see set_limits_error method)
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// if measurement is further than error_min or error_max (see set_limits method)
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// the target is moved closer to the measurement and limit_min or limit_max will be set true
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float update_all(float &target, float measurement, bool &limit_min, bool &limit_max) WARN_IF_UNUSED;
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// set_limits - sets the maximum error to limit output and first and second derivative of output
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void set_limits(float output_min, float output_max, float D_Out_max = 0.0f, float D2_Out_max = 0.0f);
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// set_error_limits - reduce maximum position error to error_max
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// to be called after setting limits
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void set_error_limits(float error_min, float error_max);
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// get_error_min - return minimum position error
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float get_error_min() const { return _error_min; }
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// get_error_max - return maximum position error
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float get_error_max() const { return _error_max; }
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// save gain to eeprom
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void save_gains() { _kp.save(); }
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// set limits on error, output and output from D term
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void set_limits_error(float error_min, float error_max, float output_min, float output_max, float D_Out_max = 0.0f, float D2_Out_max = 0.0f);
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// accessors
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AP_Float &kP() WARN_IF_UNUSED { return _kp; }
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const AP_Float &kP() const WARN_IF_UNUSED { return _kp; }
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float get_error() const { return _error; }
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// set accessors
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void kP(float v) { _kp.set(v); }
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// parameter var table
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@ -44,7 +57,8 @@ private:
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// internal variables
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float _dt; // time step in seconds
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float _lim_err_min; // error limit in negative direction
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float _lim_err_max; // error limit in positive direction
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float _lim_D_Out; // maximum first differential of output
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float _error; // time step in seconds
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float _error_min; // error limit in negative direction
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float _error_max; // error limit in positive direction
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float _D1_max; // maximum first derivative of output
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};
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@ -23,19 +23,55 @@ AC_P_2D::AC_P_2D(float initial_p, float dt) :
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}
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// set target and measured inputs to P controller and calculate outputs
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Vector2f AC_P_2D::update_all(float &target_x, float &target_y, const Vector2f &measurement, float error_max, float D2_max)
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Vector2f AC_P_2D::update_all(float &target_x, float &target_y, const Vector2f &measurement, bool &limit)
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{
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limit = false;
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// calculate distance _error
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Vector2f error = Vector2f(target_x, target_y) - measurement;
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_error = Vector2f{target_x, target_y} - measurement;
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// Constrain _error and target position
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// Constrain the maximum length of _vel_target to the maximum position correction velocity
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if (error.limit_length(error_max)) {
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target_x = measurement.x + error.x;
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target_y = measurement.y + error.y;
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if (is_positive(_error_max) && _error.limit_length(_error_max)) {
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target_x = measurement.x + _error.x;
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target_y = measurement.y + _error.y;
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limit = true;
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}
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// MIN(_Dmax, _D2max / _kp) limits the max accel to the point where max jerk is exceeded
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// return sqrt_controller(Vector2f(_error.x, _error.y), _kp, MIN(_D_max, _D2_max / _kp), _dt);
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return sqrt_controller(error, _kp, D2_max, _dt);
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return sqrt_controller(_error, _kp, _D1_max, _dt);
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}
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// set_limits - sets the maximum error to limit output and first and second derivative of output
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// when using for a position controller, lim_err will be position error, lim_out will be correction velocity, lim_D will be acceleration, lim_D2 will be jerk
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void AC_P_2D::set_limits(float output_max, float D_Out_max, float D2_Out_max)
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{
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_D1_max = 0.0f;
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_error_max = 0.0f;
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if (is_positive(D_Out_max)) {
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_D1_max = D_Out_max;
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}
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if (is_positive(D2_Out_max) && is_positive(_kp)) {
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// limit the first derivative so as not to exceed the second derivative
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_D1_max = MIN(_D1_max, D2_Out_max / _kp);
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}
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if (is_positive(output_max) && is_positive(_kp)) {
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_error_max = inv_sqrt_controller(output_max, _kp, _D1_max);
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}
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}
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// set_error_max - reduce maximum position error to error_max
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// to be called after setting limits
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void AC_P_2D::set_error_max(float error_max)
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{
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if (is_positive(error_max)) {
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if (!is_zero(_error_max) ) {
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_error_max = MIN(_error_max, error_max);
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} else {
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_error_max = error_max;
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}
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}
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}
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@ -18,28 +18,46 @@ public:
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void set_dt(float dt) { _dt = dt; }
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// set target and measured inputs to P controller and calculate outputs
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Vector2f update_all(float &target_x, float &target_y, const Vector2f &measurement, float error_max, float D2_max) WARN_IF_UNUSED;
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Vector2f update_all(float &target_x, float &target_y, const Vector2f &measurement, bool &limit) WARN_IF_UNUSED;
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// set target and measured inputs to P controller and calculate outputs
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// measurement is provided as 3-axis vector but only x and y are used
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Vector2f update_all(float &target_x, float &target_y, const Vector3f &measurement, float error_max, float D2_max) WARN_IF_UNUSED {
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return update_all(target_x, target_y, Vector2f(measurement.x, measurement.y), error_max, D2_max);
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Vector2f update_all(float &target_x, float &target_y, const Vector3f &measurement, bool &limit) WARN_IF_UNUSED {
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return update_all(target_x, target_y, Vector2f{measurement.x, measurement.y}, limit);
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}
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// set_limits - sets the maximum error to limit output and first and second derivative of output
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void set_limits(float output_max, float D_Out_max = 0.0f, float D2_Out_max = 0.0f);
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// set_error_max - reduce maximum position error to error_max
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// to be called after setting limits
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void set_error_max(float error_max);
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// get_error_max - return maximum position error
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float get_error_max() { return _error_max; }
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// save gain to eeprom
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void save_gains() { _kp.save(); }
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// get accessors
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AP_Float &kP() WARN_IF_UNUSED { return _kp; }
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const AP_Float &kP() const WARN_IF_UNUSED { return _kp; }
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const Vector2f& get_error() const { return _error; }
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// set accessor
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// set accessors
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void kP(float v) { _kp.set(v); }
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// parameter var table
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static const struct AP_Param::GroupInfo var_info[];
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private:
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// parameters
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AP_Float _kp;
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// internal variables
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float _dt; // time step in seconds
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Vector2f _error; // time step in seconds
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float _error_max; // error limit in positive direction
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float _D1_max; // maximum first derivative of output
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};
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