Files
allwpilib/wpimath/src/main/native/include/frc/geometry/Pose3d.h
Tyler Veness 02a0adc653 [wpimath] Add Rotation3d rotation vector getter (#7564)
The code churn in Java is just making the function order consistent
between languages.
2024-12-22 13:34:51 -08:00

456 lines
15 KiB
C++

// Copyright (c) FIRST and other WPILib contributors.
// Open Source Software; you can modify and/or share it under the terms of
// the WPILib BSD license file in the root directory of this project.
#pragma once
#include <stdexcept>
#include <type_traits>
#include <utility>
#include <Eigen/Core>
#include <wpi/SymbolExports.h>
#include <wpi/json_fwd.h>
#include "frc/ct_matrix.h"
#include "frc/geometry/Pose2d.h"
#include "frc/geometry/Rotation3d.h"
#include "frc/geometry/Translation3d.h"
#include "frc/geometry/Twist3d.h"
namespace frc {
class Transform3d;
/**
* Represents a 3D pose containing translational and rotational elements.
*/
class WPILIB_DLLEXPORT Pose3d {
public:
/**
* Constructs a pose at the origin facing toward the positive X axis.
*/
constexpr Pose3d() = default;
/**
* Constructs a pose with the specified translation and rotation.
*
* @param translation The translational component of the pose.
* @param rotation The rotational component of the pose.
*/
constexpr Pose3d(Translation3d translation, Rotation3d rotation)
: m_translation{std::move(translation)},
m_rotation{std::move(rotation)} {}
/**
* Constructs a pose with x, y, and z translations instead of a separate
* Translation3d.
*
* @param x The x component of the translational component of the pose.
* @param y The y component of the translational component of the pose.
* @param z The z component of the translational component of the pose.
* @param rotation The rotational component of the pose.
*/
constexpr Pose3d(units::meter_t x, units::meter_t y, units::meter_t z,
Rotation3d rotation)
: m_translation{x, y, z}, m_rotation{std::move(rotation)} {}
/**
* Constructs a pose with the specified affine transformation matrix.
*
* @param matrix The affine transformation matrix.
* @throws std::domain_error if the affine transformation matrix is invalid.
*/
constexpr explicit Pose3d(const Eigen::Matrix4d& matrix)
: m_translation{Eigen::Vector3d{
{matrix(0, 3)}, {matrix(1, 3)}, {matrix(2, 3)}}},
m_rotation{
Eigen::Matrix3d{{matrix(0, 0), matrix(0, 1), matrix(0, 2)},
{matrix(1, 0), matrix(1, 1), matrix(1, 2)},
{matrix(2, 0), matrix(2, 1), matrix(2, 2)}}} {
if (matrix(3, 0) != 0.0 || matrix(3, 1) != 0.0 || matrix(3, 2) != 0.0 ||
matrix(3, 3) != 1.0) {
throw std::domain_error("Affine transformation matrix is invalid");
}
}
/**
* Constructs a 3D pose from a 2D pose in the X-Y plane.
*
* @param pose The 2D pose.
* @see Rotation3d(Rotation2d)
* @see Translation3d(Translation2d)
*/
constexpr explicit Pose3d(const Pose2d& pose)
: m_translation{pose.X(), pose.Y(), 0_m},
m_rotation{0_rad, 0_rad, pose.Rotation().Radians()} {}
/**
* Transforms the pose by the given transformation and returns the new
* transformed pose. The transform is applied relative to the pose's frame.
* Note that this differs from Pose3d::RotateBy(const Rotation3d&), which is
* applied relative to the global frame and around the origin.
*
* @param other The transform to transform the pose by.
*
* @return The transformed pose.
*/
constexpr Pose3d operator+(const Transform3d& other) const {
return TransformBy(other);
}
/**
* Returns the Transform3d that maps the one pose to another.
*
* @param other The initial pose of the transformation.
* @return The transform that maps the other pose to the current pose.
*/
constexpr Transform3d operator-(const Pose3d& other) const;
/**
* Checks equality between this Pose3d and another object.
*/
constexpr bool operator==(const Pose3d&) const = default;
/**
* Returns the underlying translation.
*
* @return Reference to the translational component of the pose.
*/
constexpr const Translation3d& Translation() const { return m_translation; }
/**
* Returns the X component of the pose's translation.
*
* @return The x component of the pose's translation.
*/
constexpr units::meter_t X() const { return m_translation.X(); }
/**
* Returns the Y component of the pose's translation.
*
* @return The y component of the pose's translation.
*/
constexpr units::meter_t Y() const { return m_translation.Y(); }
/**
* Returns the Z component of the pose's translation.
*
* @return The z component of the pose's translation.
*/
constexpr units::meter_t Z() const { return m_translation.Z(); }
/**
* Returns the underlying rotation.
*
* @return Reference to the rotational component of the pose.
*/
constexpr const Rotation3d& Rotation() const { return m_rotation; }
/**
* Multiplies the current pose by a scalar.
*
* @param scalar The scalar.
*
* @return The new scaled Pose2d.
*/
constexpr Pose3d operator*(double scalar) const {
return Pose3d{m_translation * scalar, m_rotation * scalar};
}
/**
* Divides the current pose by a scalar.
*
* @param scalar The scalar.
*
* @return The new scaled Pose2d.
*/
constexpr Pose3d operator/(double scalar) const {
return *this * (1.0 / scalar);
}
/**
* Rotates the pose around the origin and returns the new pose.
*
* @param other The rotation to transform the pose by, which is applied
* extrinsically (from the global frame).
*
* @return The rotated pose.
*/
constexpr Pose3d RotateBy(const Rotation3d& other) const {
return {m_translation.RotateBy(other), m_rotation.RotateBy(other)};
}
/**
* Transforms the pose by the given transformation and returns the new
* transformed pose. The transform is applied relative to the pose's frame.
* Note that this differs from Pose3d::RotateBy(const Rotation3d&), which is
* applied relative to the global frame and around the origin.
*
* @param other The transform to transform the pose by.
*
* @return The transformed pose.
*/
constexpr Pose3d TransformBy(const Transform3d& other) const;
/**
* Returns the current pose relative to the given pose.
*
* This function can often be used for trajectory tracking or pose
* stabilization algorithms to get the error between the reference and the
* current pose.
*
* @param other The pose that is the origin of the new coordinate frame that
* the current pose will be converted into.
*
* @return The current pose relative to the new origin pose.
*/
constexpr Pose3d RelativeTo(const Pose3d& other) const;
/**
* Obtain a new Pose3d from a (constant curvature) velocity.
*
* The twist is a change in pose in the robot's coordinate frame since the
* previous pose update. When the user runs exp() on the previous known
* field-relative pose with the argument being the twist, the user will
* receive the new field-relative pose.
*
* "Exp" represents the pose exponential, which is solving a differential
* equation moving the pose forward in time.
*
* @param twist The change in pose in the robot's coordinate frame since the
* previous pose update. For example, if a non-holonomic robot moves forward
* 0.01 meters and changes angle by 0.5 degrees since the previous pose
* update, the twist would be Twist3d{0.01_m, 0_m, 0_m, Rotation3d{0.0, 0.0,
* 0.5_deg}}.
*
* @return The new pose of the robot.
*/
constexpr Pose3d Exp(const Twist3d& twist) const;
/**
* Returns a Twist3d that maps this pose to the end pose. If c is the output
* of a.Log(b), then a.Exp(c) would yield b.
*
* @param end The end pose for the transformation.
*
* @return The twist that maps this to end.
*/
constexpr Twist3d Log(const Pose3d& end) const;
/**
* Returns an affine transformation matrix representation of this pose.
*/
constexpr Eigen::Matrix4d ToMatrix() const {
auto vec = m_translation.ToVector();
auto mat = m_rotation.ToMatrix();
return Eigen::Matrix4d{{mat(0, 0), mat(0, 1), mat(0, 2), vec(0)},
{mat(1, 0), mat(1, 1), mat(1, 2), vec(1)},
{mat(2, 0), mat(2, 1), mat(2, 2), vec(2)},
{0.0, 0.0, 0.0, 1.0}};
}
/**
* Returns a Pose2d representing this Pose3d projected into the X-Y plane.
*/
constexpr Pose2d ToPose2d() const {
return Pose2d{m_translation.X(), m_translation.Y(), m_rotation.Z()};
}
private:
Translation3d m_translation;
Rotation3d m_rotation;
};
WPILIB_DLLEXPORT
void to_json(wpi::json& json, const Pose3d& pose);
WPILIB_DLLEXPORT
void from_json(const wpi::json& json, Pose3d& pose);
} // namespace frc
#include "frc/geometry/proto/Pose3dProto.h"
#include "frc/geometry/struct/Pose3dStruct.h"
#include "frc/geometry/Transform3d.h"
namespace frc {
namespace detail {
/**
* Applies the hat operator to a rotation vector.
*
* It takes a rotation vector and returns the corresponding matrix
* representation of the Lie algebra element (a 3x3 rotation matrix).
*
* @param rotation The rotation vector.
* @return The rotation vector as a 3x3 rotation matrix.
*/
constexpr ct_matrix3d RotationVectorToMatrix(const ct_vector3d& rotation) {
// Given a rotation vector <a, b, c>,
// [ 0 -c b]
// Omega = [ c 0 -a]
// [-b a 0]
return ct_matrix3d{{0.0, -rotation(2), rotation(1)},
{rotation(2), 0.0, -rotation(0)},
{-rotation(1), rotation(0), 0.0}};
}
/**
* Applies the hat operator to a rotation vector.
*
* It takes a rotation vector and returns the corresponding matrix
* representation of the Lie algebra element (a 3x3 rotation matrix).
*
* @param rotation The rotation vector.
* @return The rotation vector as a 3x3 rotation matrix.
*/
constexpr Eigen::Matrix3d RotationVectorToMatrix(
const Eigen::Vector3d& rotation) {
// Given a rotation vector <a, b, c>,
// [ 0 -c b]
// Omega = [ c 0 -a]
// [-b a 0]
return Eigen::Matrix3d{{0.0, -rotation(2), rotation(1)},
{rotation(2), 0.0, -rotation(0)},
{-rotation(1), rotation(0), 0.0}};
}
} // namespace detail
constexpr Transform3d Pose3d::operator-(const Pose3d& other) const {
const auto pose = this->RelativeTo(other);
return Transform3d{pose.Translation(), pose.Rotation()};
}
constexpr Pose3d Pose3d::TransformBy(const Transform3d& other) const {
return {m_translation + (other.Translation().RotateBy(m_rotation)),
other.Rotation() + m_rotation};
}
constexpr Pose3d Pose3d::RelativeTo(const Pose3d& other) const {
const Transform3d transform{other, *this};
return {transform.Translation(), transform.Rotation()};
}
constexpr Pose3d Pose3d::Exp(const Twist3d& twist) const {
// Implementation from Section 3.2 of https://ethaneade.org/lie.pdf
auto impl = [this]<typename Matrix3d, typename Vector3d>(
const Twist3d& twist) -> Pose3d {
Vector3d u{{twist.dx.value(), twist.dy.value(), twist.dz.value()}};
Vector3d rvec{{twist.rx.value(), twist.ry.value(), twist.rz.value()}};
Matrix3d omega = detail::RotationVectorToMatrix(rvec);
Matrix3d omegaSq = omega * omega;
double theta = rvec.norm();
double thetaSq = theta * theta;
double A;
double B;
double C;
if (gcem::abs(theta) < 1E-7) {
// Taylor Expansions around θ = 0
// A = 1/1! - θ²/3! + θ⁴/5!
// B = 1/2! - θ²/4! + θ⁴/6!
// C = 1/3! - θ²/5! + θ⁴/7!
// sources:
// A:
// https://www.wolframalpha.com/input?i2d=true&i=series+expansion+of+Divide%5Bsin%5C%2840%29x%5C%2841%29%2Cx%5D+at+x%3D0
// B:
// https://www.wolframalpha.com/input?i2d=true&i=series+expansion+of+Divide%5B1-cos%5C%2840%29x%5C%2841%29%2CPower%5Bx%2C2%5D%5D+at+x%3D0
// C:
// https://www.wolframalpha.com/input?i2d=true&i=series+expansion+of+Divide%5B1-Divide%5Bsin%5C%2840%29x%5C%2841%29%2Cx%5D%2CPower%5Bx%2C2%5D%5D+at+x%3D0
A = 1 - thetaSq / 6 + thetaSq * thetaSq / 120;
B = 1 / 2.0 - thetaSq / 24 + thetaSq * thetaSq / 720;
C = 1 / 6.0 - thetaSq / 120 + thetaSq * thetaSq / 5040;
} else {
// A = std::sin(θ)/θ
// B = (1 - std::cos(θ)) / θ²
// C = (1 - A) / θ²
A = gcem::sin(theta) / theta;
B = (1 - gcem::cos(theta)) / thetaSq;
C = (1 - A) / thetaSq;
}
Matrix3d R = Matrix3d::Identity() + A * omega + B * omegaSq;
Matrix3d V = Matrix3d::Identity() + B * omega + C * omegaSq;
Vector3d translation_component = V * u;
const Transform3d transform{
Translation3d{units::meter_t{translation_component(0)},
units::meter_t{translation_component(1)},
units::meter_t{translation_component(2)}},
Rotation3d{R}};
return *this + transform;
};
if (std::is_constant_evaluated()) {
return impl.template operator()<ct_matrix3d, ct_vector3d>(twist);
} else {
return impl.template operator()<Eigen::Matrix3d, Eigen::Vector3d>(twist);
}
}
constexpr Twist3d Pose3d::Log(const Pose3d& end) const {
// Implementation from Section 3.2 of https://ethaneade.org/lie.pdf
auto impl = [this]<typename Matrix3d, typename Vector3d>(
const Pose3d& end) -> Twist3d {
const auto transform = end.RelativeTo(*this);
Vector3d u{
{transform.X().value(), transform.Y().value(), transform.Z().value()}};
Vector3d rvec = transform.Rotation().ToVector();
Matrix3d omega = detail::RotationVectorToMatrix(rvec);
Matrix3d omegaSq = omega * omega;
double theta = rvec.norm();
double thetaSq = theta * theta;
double C;
if (gcem::abs(theta) < 1E-7) {
// Taylor Expansions around θ = 0
// A = 1/1! - θ²/3! + θ⁴/5!
// B = 1/2! - θ²/4! + θ⁴/6!
// C = 1/6 * (1/2 + θ²/5! + θ⁴/7!)
// sources:
// A:
// https://www.wolframalpha.com/input?i2d=true&i=series+expansion+of+Divide%5Bsin%5C%2840%29x%5C%2841%29%2Cx%5D+at+x%3D0
// B:
// https://www.wolframalpha.com/input?i2d=true&i=series+expansion+of+Divide%5B1-cos%5C%2840%29x%5C%2841%29%2CPower%5Bx%2C2%5D%5D+at+x%3D0
// C:
// https://www.wolframalpha.com/input?i2d=true&i=series+expansion+of+Divide%5B1-Divide%5BDivide%5Bsin%5C%2840%29x%5C%2841%29%2Cx%5D%2C2Divide%5B1-cos%5C%2840%29x%5C%2841%29%2CPower%5Bx%2C2%5D%5D%5D%2CPower%5Bx%2C2%5D%5D+at+x%3D0
C = 1 / 12.0 + thetaSq / 720 + thetaSq * thetaSq / 30240;
} else {
// A = std::sin(θ)/θ
// B = (1 - std::cos(θ)) / θ²
// C = (1 - A/(2*B)) / θ²
double A = gcem::sin(theta) / theta;
double B = (1 - gcem::cos(theta)) / thetaSq;
C = (1 - A / (2 * B)) / thetaSq;
}
Matrix3d V_inv = Matrix3d::Identity() - 0.5 * omega + C * omegaSq;
Vector3d translation_component = V_inv * u;
return Twist3d{units::meter_t{translation_component(0)},
units::meter_t{translation_component(1)},
units::meter_t{translation_component(2)},
units::radian_t{rvec(0)},
units::radian_t{rvec(1)},
units::radian_t{rvec(2)}};
};
if (std::is_constant_evaluated()) {
return impl.template operator()<ct_matrix3d, ct_vector3d>(end);
} else {
return impl.template operator()<Eigen::Matrix3d, Eigen::Vector3d>(end);
}
}
} // namespace frc