protot/3rdparty/rbdl/addons/muscle/TorqueMuscleFunctionFactory.h

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#ifndef TORQUEMUSCLEFUNCTIONFACTORY_H_
#define TORQUEMUSCLEFUNCTIONFACTORY_H_
/*-------------------------------------------------------------------------
OpenSim: SmoothSegmentedFunctionFactory.cpp
--------------------------------------------------------------------------
The OpenSim API is a toolkit for musculoskeletal modeling and simulation.
See http:%opensim.stanford.edu and the NOTICE file for more information.
OpenSim is developed at Stanford University and supported by the US
National Institutes of Health (U54 GM072970, R24 HD065690) and by DARPA
through the Warrior Web program.
Copyright (c) 2005-2012 Stanford University and the Authors
Author(s): Matthew Millard
Licensed under the Apache License, Version 2.0 (the 'License'); you may
not use this file except in compliance with the License. You may obtain a
copy of the License at http:%www.apache.org/licenses/LICENSE-2.0.
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an 'AS IS' BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
--------------------------------------------------------------------------
Derivative work
Date : September 2016
Authors(s): Millard
Updates : Made active torque-angle, passive-torque-angle, torque-velocity
and tendon-torque-angle curves based on the equivalent line-type
curves in OpenSim.
*/
#include "../geometry/SmoothSegmentedFunction.h"
#include "../geometry/SegmentedQuinticBezierToolkit.h"
#include <cstdio>
#include <iostream>
#include <fstream>
#include <cmath>
namespace RigidBodyDynamics {
namespace Addons {
namespace Muscle{
class TorqueMuscleFunctionFactory
{
public:
/**
This is a function that will produce a C2 (continuous to the second
derivative) active torque angle curve. This Bezier curve has been
fitted to match the active-torque-angle curve described in
Anderson, Dennis E., Michael L. Madigan, and Maury A. Nussbaum.
"Maximum voluntary joint torque as a function of joint angle and
angular velocity: model development and application to the lower
limb." Journal of biomechanics 40, no. 14 (2007): 3105-3113.
but note that its range is normalized to [0,1].
@param c2 (radians)
The active-torque-angle width parameter. The parameter c2
is defined by Anderson et al. as
c2 = pi/(theta_max - theta_min).
@param c3 : (radians)
Then angle which has the largest active-torque.
@param curveName The name of the joint torque this curve applies to. This
curve name should have the name of the joint and the
direction (e.g. hipExtensionTorqueMuscle) so that if
this curve ever causes an exception, a user friendly
error message can be displayed to the end user to help
them debug their model.
@param smoothSegmentedFunctionToUpdate
A SmoothSegmentedFunction object that will be erased and filled with
the coefficients that are defined by this curve.
*/
static void createAnderson2007ActiveTorqueAngleCurve(
double c2,
double c3,
const std::string& curveName,
RigidBodyDynamics::Addons::Geometry::SmoothSegmentedFunction&
smoothSegmentedFunctionToUpdate);
/**
This is a function that will produce a C2 (continuous to the second
derivative) active torque (angular) velocity curve. This Bezier curve
has been fitted to match the active-torque-angle curve described in
Anderson, Dennis E., Michael L. Madigan, and Maury A. Nussbaum.
"Maximum voluntary joint torque as a function of joint angle and
angular velocity: model development and application to the lower
limb." Journal of biomechanics 40, no. 14 (2007): 3105-3113.
While the concentric side of the Bezier curve and the original
formulation match, the eccentric side does not: the equations
Anderson et al. chose decrease down to 0 rapidly. Since Anderson
et al. did not collect data at the higher eccentric velocities the
oddities in their chosen curves are likely due to the parameterization
they chose. The eccentric side of the Bezier curve will be fitted
so that, if possible, it passes close to the value of the original
curves for theta = -60 deg/s within the limits imposed by
minEccentricMultiplier and maxEccentricMultiplier.
@param c4 (rads/s)
Angular velocity when the torque is 75% of the maximum
isometric torque.
@param c5 (rads/s)
Angular velocity when the torque is 50% of the maximum
isometric torque.
@param c6
Multiplier that Anderson et al. uses to describe the
change in slope of the curve as the contraction velocity
changes sign from + to -.
@param minEccentricMultiplier
The minimum value of the torque-(angular)-velocity curve
tends to at large eccentric contraction velocities. Note
minEccentricMultiplier > 1.0
@param maxEccentricMultiplier
The value of the torque-(angular)-velocity curve tends
to at large eccentric contraction velocities. Note
maxEccentricMultiplier > minEccentricMultiplier.
@param curveName The name of the joint torque this curve applies to. This
curve name should have the name of the joint and the
direction (e.g. hipExtensionTorqueMuscle) so that if
this curve ever causes an exception, a user friendly
error message can be displayed to the end user to help
them debug their model.
@param smoothSegmentedFunctionToUpdate
A SmoothSegmentedFunction object that will be erased and filled with
the coefficients that are defined by this curve.
*/
static void createAnderson2007ActiveTorqueVelocityCurve(
double c4,
double c5,
double c6,
double minEccentricMultiplier,
double maxEccentricMultiplier,
const std::string& curveName,
RigidBodyDynamics::Addons::Geometry::SmoothSegmentedFunction&
smoothSegmentedFunctionToUpdate);
/**
This is a function that will produce a C2 (continuous to the second
derivative) passive torque angle curve described in
Anderson, Dennis E., Michael L. Madigan, and Maury A. Nussbaum.
"Maximum voluntary joint torque as a function of joint angle and
angular velocity: model development and application to the lower
limb." Journal of biomechanics 40, no. 14 (2007): 3105-3113.
Note the following differences between this implementation and
the original equations presented in Anderson et al.:
1. This function will return a curve that is fitted to the
positive side of the curve defined by the coefficients
b1, k1, b2, and k2. Because of the sign convention employed by
Anderson et al. the positive side of the curve corresponds to
the passive curve generated by the torque actuator associated
with the rest of the coefficients.
2. This function has been normalized so that a value of 1.0
corresponds to one-maximum-isometric-active-contraction
torque, or c1*subjectWeightInNewtons*subjectHeightInMeters.
@param scale
The scaling factor used on the c1 column in Table 3 of
Anderson et al.:
scale = subjectWeightInNewtons * subjectHeightInMeters
@param c1
The normalized c1 parameter listed in Tabel 3 of
Anderson et al.
@param b1
The passive torque angle curve parameter used in
Anderson et al.'s Eqn. 1:
torquePassive = b1*exp(k1*theta) + b2*exp(k2*theta)
@param k1
The term k1 in Anderson et al.'s Eqn. 1.
@param b2
The term b2 in Anderson et al.'s Eqn. 1.
@param k2
The term k2 in Anderson et al.'s Eqn. 1.
@param curveName The name of the joint torque this curve applies to. This
curve name should have the name of the joint and the
direction (e.g. hipExtensionTorqueMuscle) so that if
this curve ever causes an exception, a user friendly
error message can be displayed to the end user to help
them debug their model.
@param smoothSegmentedFunctionToUpdate
A SmoothSegmentedFunction object that will be erased and filled with
the coefficients that are defined by this curve.
*/
static void createAnderson2007PassiveTorqueAngleCurve(
double scale,
double c1,
double b1,
double k1,
double b2,
double k2,
const std::string& curveName,
RigidBodyDynamics::Addons::Geometry::SmoothSegmentedFunction&
smoothSegmentedFunctionToUpdate);
/**
This function creates a normalized torque-velocity curve. The concentric
side of the curve is fitted to Hill's hyperbola that passes through
the value of tv-at-half-of-the-maximum-concentric-velocity (a parameter
supplied by the user). The eccentric side of the curve rapidly, but smoothly
approaches a terminal value of
tv-at-the-maximum-eccentric-contraction-velocity. Outside of the normalized
velocities of -1 to 1 the curve takes the values of 0, and
tvAtEccentricOmegaMax respectively with a slope of 0.
\image html fig_MuscleAddon_TorqueMuscleFunctionFactory_TorqueVelocityCurveSimple.png
@param tvAtEccentricOmegaMax
The value of the torque-velocity-multiplier at the maximum
eccentric contraction velocity. This value must be
@param tvAtHalfConcentricOmegaMax
The value of the torque-velocity-
@param curveName The name of the joint torque this curve applies to. This
curve name should have the name of the joint and the
direction (e.g. hipExtensionTorqueMuscle) so that if
this curve ever causes an exception, a user friendly
error message can be displayed to the end user to help
them debug their model.
@param smoothSegmentedFunctionToUpdate
A SmoothSegmentedFunction object that will be erased and filled with
the coefficients that are defined by this curve.
<b>aborts</b>
-tvAtEccentricOmegaMax < 1.05
-tvAtHalfOmegaMax >= 0.45
-tvAtHalfOmegaMax <= 0.05
<b>References</b>
Hill, A. V. (1938). The heat of shortening and the dynamic constants of
muscle. Proceedings of the Royal Society of London B: Biological Sciences,
126(843), 136-195.
*/
static void createTorqueVelocityCurve(
double tvAtEccentricOmegaMax,
double tvAtHalfConcentricOmegaMax,
const std::string& curveName,
RigidBodyDynamics::Addons::Geometry::SmoothSegmentedFunction&
smoothSegmentedFunctionToUpdate );
/**
This function creates a normalized torque-velocity curve. The concentric
side of the curve is fitted to Hill's hyperbola that passes through
the value of tv-at-half-of-the-maximum-concentric-velocity (a parameter
supplied by the user). The eccentric side of the curve rapidly, but smoothly
approaches a terminal value of
tv-at-the-maximum-eccentric-contraction-velocity. Shape of the eccentric
side of the curve can be changed using the slopeNearEccentricOmegaMax
and curviness variables. Outside of the normalized
velocities of -1 to 1 the curve takes the values of
slopeAtConcentricOmegaMax and slopeAtEccentricOmegaMax respectively.
\image html fig_MuscleAddon_TorqueMuscleFunctionFactory_TorqueVelocityCurve.png
@param tvAtEccentricOmegaMax
The value of the torque-velocity-multiplier at the maximum
eccentric contraction velocity. This value must be
@param tvAtHalfConcentricOmegaMax
The value of the torque-velocity-
@param slopeAtConcentricOmegaMax
The slope of the curve at a normalized angular velocity of -1. This slope
is used to extrapolate \f$\mathbf{t}_V\f$ for normalized angular velocities
of less than -1.
@param slopeNearEccentricOmegaMax
The slope of the eccentric side of the curve as the normalized angular
velocity approaches 1.
@param slopeAtEccentricOmegaMax
The slope of the curve at a normalized angular velocity of 1. This slope
is used to extrapolate \f$\mathbf{t}_V\f$ for normalized angular velocities
of greater than 1.
@param eccentricCurviness
This parameter controls the shape of the curve between the normalized
angular velocities of 0 and 1. An eccentricCurviness of 0 will flatten
the elbow so that the curve closely follows a line that begins at (0,1)
and ends at (1,tvAtEccentricOmegaMax). An eccentricCurviness of 1 will
give the curve a strong elbow so that it quickly approaches the line that
passes through the point (1,tvAtEccentricOmegaMax) and has a slope of
slopeNearEccentricOmegaMax.
@param curveName The name of the joint torque this curve applies to. This
curve name should have the name of the joint and the
direction (e.g. hipExtensionTorqueMuscle) so that if
this curve ever causes an exception, a user friendly
error message can be displayed to the end user to help
them debug their model.
@param smoothSegmentedFunctionToUpdate
A SmoothSegmentedFunction object that will be erased and filled with
the coefficients that are defined by this curve.
<b>aborts</b>
-tvAtEccentricOmegaMax < 1.05
-tvAtHalfOmegaMax > 0.45 or tvAtHalfOmegaMax < 0.05
-slopeAtConcentricOmegaMax < 0
-slopeNearEccentricOmegaMax < 0
-slopeAtEccentricOmegaMax < 0
-eccentricCurviness < 0 or eccentricCurviness > 1
<b>References</b>
Hill, A. V. (1938). The heat of shortening and the dynamic constants of
muscle. Proceedings of the Royal Society of London B: Biological Sciences,
126(843), 136-195.
*/
static void createTorqueVelocityCurve(
double tvAtEccentricOmegaMax,
double tvAtHalfConcentricOmegaMax,
double slopeAtConcentricOmegaMax,
double slopeNearEccentricOmegaMax,
double slopeAtEccentricOmegaMax,
double eccentricCurviness,
const std::string& curveName,
RigidBodyDynamics::Addons::Geometry::SmoothSegmentedFunction&
smoothSegmentedFunctionToUpdate );
/**
This function creates a Bezier spline that closely follows the
exponential curves that are typically used to model the passive-torque-angle
characteristic of muscles. This curve has a value and a slope of zero
for angles that are less than abs(angleAtZeroTorque). For angles that
have an absolute magnitude larger than abs(angleAtOneNormTorque) the curve
is simply linearly extrapolated.
Note that curves can be represented that increase left-to-right, or
decrease left-to-right by setting the variables angleAtOneNormTorque and
angleAtZeroTorque correctly. For example using (0,1) for
angleAtOneNormTorque and angleAtZeroTorque produces a curve that increases
left-to-right while using (-1,0) produces a curve that decreases left to
right.
\image html fig_MuscleAddon_TorqueMuscleFunctionFactory_PassiveTorqueAngleCurveSimple.png
@param angleAtZeroTorque is the angle at which the curve transitions from
a flat line and begins curving upwards. (radians)
@param angleAtOneNormTorque is the angle at which this curve achieves a
value of 1.0. (radians)
@param curveName The name of the joint torque this curve applies to. This
curve name should have the name of the joint and the
direction (e.g. hipExtensionTorqueMuscle) so that if
this curve ever causes an exception, a user friendly
error message can be displayed to the end user to help
them debug their model.
@param smoothSegmentedFunctionToUpdate
A SmoothSegmentedFunction object that will be erased and filled with
the coefficients that are defined by this curve.
<b>aborts</b>
- abs(angleAtOneNormTorque-angleAtZeroTorque) < sqrt(eps)
*/
static void createPassiveTorqueAngleCurve(
double angleAtZeroTorque,
double angleAtOneNormTorque,
const std::string& curveName,
RigidBodyDynamics::Addons::Geometry::SmoothSegmentedFunction&
smoothSegmentedFunctionToUpdate );
/**
This function creates a Bezier spline that closely follows the
exponential curves that are typically used to model the passive-torque-angle
characteristic of muscles. This curve has a value and a slope of zero
for angles that are less than abs(angleAtZeroTorque). For angles that
have an absolute magnitude larger than abs(angleAtOneNormTorque) the curve
is simply linearly extrapolated.
Note that curves can be represented that increase left-to-right, or
decrease left-to-right by setting the variables angleAtOneNormTorque and
angleAtZeroTorque correctly. For example using (0,1) for
angleAtOneNormTorque and angleAtZeroTorque produces a curve that increases
left-to-right while using (-1,0) produces a curve that decreases left to
right.
\image html fig_MuscleAddon_TorqueMuscleFunctionFactory_PassiveTorqueAngleCurve.png
@param angleAtZeroTorque is the angle at which the curve transitions from
a flat line and begins curving upwards. (radians)
@param angleAtOneNormTorque is the angle at which this curve achieves a
value of 1.0. (radians)
@param stiffnessAtLowTorque
The normalized stiffness (or slope) of the curve achieves as it begins
to increase. This is usually chosen to be a small, but non-zero fraction
of stiffnessAtOneNormTorque
(stiffnessAtLowTorque = 0.025 stiffnessAtOneNormTorque is typical).
The sign of stiffnessAtLowTorque must be positive if
angleAtOneNormTorque > angleAtZeroPassiveTorque. The sign
of stiffnessAtLowTorque must be negative if
angleAtOneNormTorque < angleAtZeroPassiveTorque.
(Norm.Torque/radians)
@param stiffnessAtOneNormTorque
The normalized stiffness (or slope) of the fiber curve
when the fiber is stretched by
angleAtOneNormTorque - angleAtZeroPassiveTorque. The sign
of stiffnessAtOneNormTorque must agree with stiffnessAtLowTorque.
(Norm.Torque/radians)
@param curviness
The dimensionless 'curviness' parameter that
can vary between 0 (a line) to 1 (a smooth, but
sharply bent elbow). A value of 0.5 is typical as it produces a
graceful curve.
@param curveName The name of the joint torque this curve applies to. This
curve name should have the name of the joint and the
direction (e.g. hipExtensionTorqueMuscle) so that if
this curve ever causes an exception, a user friendly
error message can be displayed to the end user to help
them debug their model.
@param smoothSegmentedFunctionToUpdate
A SmoothSegmentedFunction object that will be erased and filled with
the coefficients that are defined by this curve.
<b>aborts</b>
- abs(angleAtOneNormTorque-angleAtZeroTorque) < sqrt(eps)
- sign(stiffnessAtLowTorque) != sign(angleAtOneNormTorque-angleAtLowTorque)
- sign(stiffnessAtOneNormTorque) != sign(stiffnessAtLowTorque)
- abs(stiffnessAtLowTorque) > 0.9/abs(angleAtOneNormTorque-angleAtZeroTorque)
- abs(stiffnessAtOneTorque) <= 1.1/abs(angleAtOneNormTorque-angleAtZeroTorque)
- curviness < 0 or curviness > 1
*/
static void createPassiveTorqueAngleCurve(
double angleAtZeroTorque,
double angleAtOneNormTorque,
double stiffnessAtLowTorque,
double stiffnessAtOneNormTorque,
double curviness,
const std::string& curveName,
RigidBodyDynamics::Addons::Geometry::SmoothSegmentedFunction&
smoothSegmentedFunctionToUpdate );
/**
This function produces a Bezier curve fitted to a Gaussian function. As the
tails of the Gaussian curve become small this curve is simply extrapolated
as a line with a y-value of zero and a slope of zero.
\image html fig_MuscleAddon_TorqueMuscleFunctionFactory_GaussianActiveTorqueAngleCurveSimple.png
@param angleAtOneNormTorque The angle at which the Gaussian curve develops
a value of 1.
@param angularStandardDeviation The angular deviation from
the mean at which the Gaussian curve reaches a value of \f$e^{-1/2}\f$.
@param curveName The name of the joint torque this curve applies to. This
curve name should have the name of the joint and the
direction (e.g. hipExtensionTorqueMuscle) so that if
this curve ever causes an exception, a user friendly
error message can be displayed to the end user to help
them debug their model.
@param smoothSegmentedFunctionToUpdate
A SmoothSegmentedFunction object that will be erased and filled with
the coefficients that are defined by this curve.
<b>aborts</b>
- angularWidthOfOneStandardDeviation < sqrt(eps)
*/
static void createGaussianShapedActiveTorqueAngleCurve(
double angleAtOneNormTorque,
double angularStandardDeviation,
const std::string& curveName,
RigidBodyDynamics::Addons::Geometry::SmoothSegmentedFunction&
smoothSegmentedFunctionToUpdate
);
/**
This function produces a C2 continuous Bezier curve fitted to a Gaussian
function. As the tails of the Gaussian curve become less than
minValueAtShoulders, the curve is linearly extrapolated at a sloe of
minSlopeOfShoulders.
\image html fig_MuscleAddon_TorqueMuscleFunctionFactory_GaussianActiveTorqueAngleCurve.png
@param angleAtOneNormTorque The angle at which the Gaussian curve develops
a value of 1.
@param angularStandardDeviation The angular deviation from
the mean at which the Gaussian curve reaches a value of \f$e^{-1/2}\f$.
@param minSlopeAtShoulders The y-value at which the Bezier curve transitions
from having a shape like a Gaussian curve to being linearly extrapolated.
@param minValueAtShoulders The slope of the linear extrapolation of the
Bezier curve for y-values that are less than minSlopeAtShoulders. The
sign of minValueAtShoulders is automatically set so that it matches the
curve near it (see the figure).
@param curviness
The dimensionless 'curviness' parameter that
can vary between 0 (a line) to 1 (a smooth, but
sharply bent elbow). A value of 0.5 is typical as it produces a
graceful curve.
@param curveName The name of the joint torque this curve applies to. This
curve name should have the name of the joint and the
direction (e.g. hipExtensionTorqueMuscle) so that if
this curve ever causes an exception, a user friendly
error message can be displayed to the end user to help
them debug their model.
@param smoothSegmentedFunctionToUpdate
A SmoothSegmentedFunction object that will be erased and filled with
the coefficients that are defined by this curve.
<b>aborts</b>
- angularWidthOfOneStandardDeviation < sqrt(eps)
- minSlopeAtShoulders < 0
- minValueAtShoulders < 0
- curviness > 1 or curviness < 0
*/
static void createGaussianShapedActiveTorqueAngleCurve(
double angleAtOneNormTorque,
double angularStandardDeviation,
double minSlopeAtShoulders,
double minValueAtShoulders,
double curviness,
const std::string& curveName,
RigidBodyDynamics::Addons::Geometry::SmoothSegmentedFunction&
smoothSegmentedFunctionToUpdate
);
/**
This function produces a normalized tendon-torque-angle curve with a
toe region that is in the range of \f$\mathbf{t}_V\f$ [0,1./3,] after which
the curve is linearly extrapolated.
\image html fig_MuscleAddon_TorqueMuscleFunctionFactory_TendonTorqueAngleCurveSimple.png
@param angularStretchAtOneNormTorque The amount of angular stretch of the
joint as the tendon goes from developing zero torque at its slack length
to developing one maximum isometric torque. (radians)
@param curveName The name of the joint torque this curve applies to. This
curve name should have the name of the joint and the
direction (e.g. hipExtensionTorqueMuscle) so that if
this curve ever causes an exception, a user friendly
error message can be displayed to the end user to help
them debug their model.
@param smoothSegmentedFunctionToUpdate
A SmoothSegmentedFunction object that will be erased and filled with
the coefficients that are defined by this curve.
<b>aborts</b>
- angularWidthOfOneStandardDeviation < sqrt(eps)
*/
static void createTendonTorqueAngleCurve(
double angularStretchAtOneNormTorque,
const std::string& curveName,
RigidBodyDynamics::Addons::Geometry::SmoothSegmentedFunction&
smoothSegmentedFunctionToUpdate
);
/**
This function produces a normalized tendon-torque-angle curve with a
toe region, final stiffness, and shape that can be controlled.
\image html fig_MuscleAddon_TorqueMuscleFunctionFactory_TendonTorqueAngleCurve.png
@param angularStretchAtOneNormTorque The amount of angular stretch of the
joint as the tendon goes from developing zero torque at its slack length
to developing one maximum isometric torque. (radians)
@param stiffnessAtOneNormTorque The linear stiffness value of the tendon
that is used for all y-values greater than the toe region.
(Norm. Torque/rad)
@param normTorqueAtToeEnd The normalized torque value which defines the
end of the nonlinear-stiffness region of the tendon and the beginning of
the linear stiffness region of the tendon.
@param curviness
The dimensionless 'curviness' parameter that
can vary between 0 (a line) to 1 (a smooth, but
sharply bent elbow). A value of 0.5 is typical as it produces a
graceful curve.
@param curveName The name of the joint torque this curve applies to. This
curve name should have the name of the joint and the
direction (e.g. hipExtensionTorqueMuscle) so that if
this curve ever causes an exception, a user friendly
error message can be displayed to the end user to help
them debug their model.
@param smoothSegmentedFunctionToUpdate
A SmoothSegmentedFunction object that will be erased and filled with
the coefficients that are defined by this curve.
<b>aborts</b>
- angularStretchAtOneNormTorque < sqrt(eps)
- stiffnessAtOneNormTorque < 1.1/angularStretchAtOneNormTorque
- normTorqueAtToeEnd < sqrt(eps) or normTorqueAtToeEnd > 0.99
- curviness < 0 or curviness > 1
*/
static void createTendonTorqueAngleCurve(
double angularStretchAtOneNormTorque,
double stiffnessAtOneNormTorque,
double normTorqueAtToeEnd,
double curviness,
const std::string& curveName,
RigidBodyDynamics::Addons::Geometry::SmoothSegmentedFunction&
smoothSegmentedFunctionToUpdate
);
};
}
}
}
#endif //TORQUEMUSCLEFUNCTIONFACTORY_H_