special-orthogonal.hpp

Go to the documentation of this file.

//
// Copyright (c) 2016-2021 CNRS INRIA
//
 
#ifndef __pinocchio_multibody_liegroup_special_orthogonal_operation_hpp__
#define __pinocchio_multibody_liegroup_special_orthogonal_operation_hpp__
 
#include <limits>
 
#include "pinocchio/spatial/explog.hpp"
#include "pinocchio/math/quaternion.hpp"
#include "pinocchio/multibody/liegroup/liegroup-base.hpp"
#include "pinocchio/utils/static-if.hpp"
 
namespace pinocchio
{
  template<int Dim, typename Scalar, int Options = 0>
  struct SpecialOrthogonalOperationTpl
  {
  };
 
  template<int Dim, typename Scalar, int Options>
  struct traits<SpecialOrthogonalOperationTpl<Dim, Scalar, Options>>
  {
  };
 
  template<typename _Scalar, int _Options>
  struct traits<SpecialOrthogonalOperationTpl<2, _Scalar, _Options>>
  {
    typedef _Scalar Scalar;
    enum
    {
      Options = _Options,
      NQ = 2,
      NV = 1
    };
  };
 
  template<typename _Scalar, int _Options>
  struct traits<SpecialOrthogonalOperationTpl<3, _Scalar, _Options>>
  {
    typedef _Scalar Scalar;
    enum
    {
      Options = _Options,
      NQ = 4,
      NV = 3
    };
  };
 
  template<typename _Scalar, int _Options>
  struct SpecialOrthogonalOperationTpl<2, _Scalar, _Options>
  : public LieGroupBase<SpecialOrthogonalOperationTpl<2, _Scalar, _Options>>
  {
    PINOCCHIO_LIE_GROUP_TPL_PUBLIC_INTERFACE(SpecialOrthogonalOperationTpl);
    typedef Eigen::Matrix<Scalar, 2, 2> Matrix2;
    typedef typename Eigen::NumTraits<Scalar>::Real RealScalar;
 
    template<typename Matrix2Like>
    static typename Matrix2Like::Scalar log(const Eigen::MatrixBase<Matrix2Like> & R)
    {
      typedef typename Matrix2Like::Scalar Scalar;
      EIGEN_STATIC_ASSERT_MATRIX_SPECIFIC_SIZE(Matrix2Like, 2, 2);
 
      const Scalar tr = R.trace();
 
      static const Scalar PI_value = PI<Scalar>();
 
      using internal::if_then_else;
      Scalar theta = if_then_else(
        internal::GT, tr, Scalar(2),
        Scalar(0), // then
        if_then_else(
          internal::LT, tr, Scalar(-2),
          if_then_else(
            internal::GE, R(1, 0), Scalar(0), PI_value,
            static_cast<Scalar>(-PI_value)), // then
          if_then_else(
            internal::GT, tr,
            static_cast<Scalar>(Scalar(2) - Scalar(1e-2)),              // TODO: change value
            static_cast<Scalar>(asin((R(1, 0) - R(0, 1)) / Scalar(2))), // then
            if_then_else(
              internal::GE, R(1, 0), Scalar(0),
              static_cast<Scalar>(acos(tr / Scalar(2))), // then
              static_cast<Scalar>(-acos(tr / Scalar(2)))))));
 
      //      const bool pos = (R (1, 0) > Scalar(0));
      //      if (tr > Scalar(2))       theta = Scalar(0); // acos((3-1)/2)
      //      else if (tr < Scalar(-2)) theta = (pos ? PI_value : -PI_value); // acos((-1-1)/2)
      // Around 0, asin is numerically more stable than acos because
      // acos(x) = PI/2 - x and asin(x) = x (the precision of x is not lost in PI/2).
      //      else if (tr > Scalar(2) - 1e-2) theta = asin ((R(1,0) - R(0,1)) / Scalar(2));
      //      else              theta = (pos ? acos (tr/Scalar(2)) : -acos(tr/Scalar(2)));
      assert(check_expression_if_real<Scalar>(theta == theta) && "theta is NaN"); // theta != NaN
      //      assert ((cos (theta) * R(0,0) + sin (theta) * R(1,0) > 0) &&
      //              (cos (theta) * R(1,0) - sin (theta) * R(0,0) < 1e-6));
      return theta;
    }
 
    template<typename Matrix2Like>
    static typename Matrix2Like::Scalar Jlog(const Eigen::MatrixBase<Matrix2Like> &)
    {
      typedef typename Matrix2Like::Scalar Scalar;
      EIGEN_STATIC_ASSERT_MATRIX_SPECIFIC_SIZE(Matrix2Like, 2, 2);
      return Scalar(1);
    }
 
    static Index nq()
    {
      return NQ;
    }
 
    static Index nv()
    {
      return NV;
    }
 
    static ConfigVector_t neutral()
    {
      ConfigVector_t n;
      n << Scalar(1), Scalar(0);
      return n;
    }
 
    static std::string name()
    {
      return std::string("SO(2)");
    }
 
    template<class ConfigL_t, class ConfigR_t, class Tangent_t>
    static void difference_impl(
      const Eigen::MatrixBase<ConfigL_t> & q0,
      const Eigen::MatrixBase<ConfigR_t> & q1,
      const Eigen::MatrixBase<Tangent_t> & d)
    {
      Matrix2 R; // R0.transpose() * R1;
      R(0, 0) = R(1, 1) = q0.dot(q1);
      R(1, 0) = q0(0) * q1(1) - q0(1) * q1(0);
      R(0, 1) = -R(1, 0);
      PINOCCHIO_EIGEN_CONST_CAST(Tangent_t, d)[0] = log(R);
    }
 
    template<ArgumentPosition arg, class ConfigL_t, class ConfigR_t, class JacobianOut_t>
    static void dDifference_impl(
      const Eigen::MatrixBase<ConfigL_t> & q0,
      const Eigen::MatrixBase<ConfigR_t> & q1,
      const Eigen::MatrixBase<JacobianOut_t> & J)
    {
      Matrix2 R; // R0.transpose() * R1;
      R(0, 0) = R(1, 1) = q0.dot(q1);
      R(1, 0) = q0(0) * q1(1) - q0(1) * q1(0);
      R(0, 1) = -R(1, 0);
 
      Scalar w(Jlog(R));
      PINOCCHIO_EIGEN_CONST_CAST(JacobianOut_t, J).coeffRef(0, 0) = ((arg == ARG0) ? -w : w);
    }
 
    template<class ConfigIn_t, class Velocity_t, class ConfigOut_t>
    static void integrate_impl(
      const Eigen::MatrixBase<ConfigIn_t> & q,
      const Eigen::MatrixBase<Velocity_t> & v,
      const Eigen::MatrixBase<ConfigOut_t> & qout)
    {
      ConfigOut_t & out = PINOCCHIO_EIGEN_CONST_CAST(ConfigOut_t, qout);
 
      const Scalar ca = q(0);
      const Scalar sa = q(1);
      const Scalar & omega = v(0);
 
      Scalar cosOmega, sinOmega;
      SINCOS(omega, &sinOmega, &cosOmega);
      // TODO check the cost of atan2 vs SINCOS
 
      out << cosOmega * ca - sinOmega * sa, sinOmega * ca + cosOmega * sa;
      // First order approximation of the normalization of the unit complex
      // See quaternion::firstOrderNormalize for equations.
      const Scalar norm2 = out.squaredNorm();
      out *= (3 - norm2) / 2;
      assert(pinocchio::isNormalized(out));
    }
 
    template<class Config_t, class Jacobian_t>
    static void integrateCoeffWiseJacobian_impl(
      const Eigen::MatrixBase<Config_t> & q, const Eigen::MatrixBase<Jacobian_t> & J)
    {
      assert(J.rows() == nq() && J.cols() == nv() && "J is not of the right dimension");
      Jacobian_t & Jout = PINOCCHIO_EIGEN_CONST_CAST(Jacobian_t, J);
      Jout << -q[1], q[0];
    }
 
    template<class Config_t, class Tangent_t, class JacobianOut_t>
    static void dIntegrate_dq_impl(
      const Eigen::MatrixBase<Config_t> & /*q*/,
      const Eigen::MatrixBase<Tangent_t> & /*v*/,
      const Eigen::MatrixBase<JacobianOut_t> & J,
      const AssignmentOperatorType op = SETTO)
    {
      JacobianOut_t & Jout = PINOCCHIO_EIGEN_CONST_CAST(JacobianOut_t, J);
      switch (op)
      {
      case SETTO:
        Jout(0, 0) = Scalar(1);
        break;
      case ADDTO:
        Jout(0, 0) += Scalar(1);
        break;
      case RMTO:
        Jout(0, 0) -= Scalar(1);
        break;
      default:
        assert(false && "Wrong Op requesed value");
        break;
      }
    }
 
    template<class Config_t, class Tangent_t, class JacobianOut_t>
    static void dIntegrate_dv_impl(
      const Eigen::MatrixBase<Config_t> & /*q*/,
      const Eigen::MatrixBase<Tangent_t> & /*v*/,
      const Eigen::MatrixBase<JacobianOut_t> & J,
      const AssignmentOperatorType op = SETTO)
    {
      JacobianOut_t & Jout = PINOCCHIO_EIGEN_CONST_CAST(JacobianOut_t, J);
      switch (op)
      {
      case SETTO:
        Jout(0, 0) = Scalar(1);
        break;
      case ADDTO:
        Jout(0, 0) += Scalar(1);
        break;
      case RMTO:
        Jout(0, 0) -= Scalar(1);
        break;
      default:
        assert(false && "Wrong Op requesed value");
        break;
      }
    }
 
    template<class Config_t, class Tangent_t, class JacobianIn_t, class JacobianOut_t>
    static void dIntegrateTransport_dq_impl(
      const Eigen::MatrixBase<Config_t> & /*q*/,
      const Eigen::MatrixBase<Tangent_t> & /*v*/,
      const Eigen::MatrixBase<JacobianIn_t> & Jin,
      const Eigen::MatrixBase<JacobianOut_t> & Jout)
    {
      PINOCCHIO_EIGEN_CONST_CAST(JacobianOut_t, Jout) = Jin;
    }
 
    template<class Config_t, class Tangent_t, class JacobianIn_t, class JacobianOut_t>
    static void dIntegrateTransport_dv_impl(
      const Eigen::MatrixBase<Config_t> & /*q*/,
      const Eigen::MatrixBase<Tangent_t> & /*v*/,
      const Eigen::MatrixBase<JacobianIn_t> & Jin,
      const Eigen::MatrixBase<JacobianOut_t> & Jout)
    {
      PINOCCHIO_EIGEN_CONST_CAST(JacobianOut_t, Jout) = Jin;
    }
 
    template<class Config_t, class Tangent_t, class Jacobian_t>
    static void dIntegrateTransport_dq_impl(
      const Eigen::MatrixBase<Config_t> & /*q*/,
      const Eigen::MatrixBase<Tangent_t> & /*v*/,
      const Eigen::MatrixBase<Jacobian_t> & /*J*/)
    {
    }
 
    template<class Config_t, class Tangent_t, class Jacobian_t>
    static void dIntegrateTransport_dv_impl(
      const Eigen::MatrixBase<Config_t> & /*q*/,
      const Eigen::MatrixBase<Tangent_t> & /*v*/,
      const Eigen::MatrixBase<Jacobian_t> & /*J*/)
    {
    }
 
    template<class ConfigL_t, class ConfigR_t, class ConfigOut_t>
    static void interpolate_impl(
      const Eigen::MatrixBase<ConfigL_t> & q0,
      const Eigen::MatrixBase<ConfigR_t> & q1,
      const Scalar & u,
      const Eigen::MatrixBase<ConfigOut_t> & qout)
    {
      ConfigOut_t & out = PINOCCHIO_EIGEN_CONST_CAST(ConfigOut_t, qout);
 
      assert(
        check_expression_if_real<Scalar>(abs(q0.norm() - 1) < 1e-8)
        && "initial configuration not normalized");
      assert(
        check_expression_if_real<Scalar>(abs(q1.norm() - 1) < 1e-8)
        && "final configuration not normalized");
      const Scalar cosTheta = q0.dot(q1);
      const Scalar sinTheta = q0(0) * q1(1) - q0(1) * q1(0);
      const Scalar theta = atan2(sinTheta, cosTheta);
      assert(check_expression_if_real<Scalar>(fabs(sin(theta) - sinTheta) < 1e-8));
 
      static const Scalar PI_value = PI<Scalar>();
      static const Scalar PI_value_lower = PI_value - static_cast<Scalar>(1e-6);
      using namespace internal;
 
      //      const Scalar theta0 = atan2(q0(1), q0(0));
      const Scalar abs_theta = fabs(theta);
      out[0] = if_then_else(
        LT, abs_theta, static_cast<Scalar>(1e-6),
        static_cast<Scalar>((Scalar(1) - u) * q0[0] + u * q1[0]), // then
        if_then_else(
          LT, abs_theta, PI_value_lower, // else
          static_cast<Scalar>(
            (sin((Scalar(1) - u) * theta) / sinTheta) * q0[0]
            + (sin(u * theta) / sinTheta) * q1[0]), // then
          q0(0)                                     // cos(theta0) // else
          ));
 
      out[1] = if_then_else(
        LT, abs_theta, static_cast<Scalar>(1e-6),
        static_cast<Scalar>((Scalar(1) - u) * q0[1] + u * q1[1]), // then
        if_then_else(
          LT, abs_theta, PI_value_lower, // else
          static_cast<Scalar>(
            (sin((Scalar(1) - u) * theta) / sinTheta) * q0[1]
            + (sin(u * theta) / sinTheta) * q1[1]), // then
          q0(1)                                     // sin(theta0) // else
          ));
    }
 
    template<class Config_t>
    static void normalize_impl(const Eigen::MatrixBase<Config_t> & qout)
    {
      pinocchio::normalize(qout.const_cast_derived());
    }
 
    template<class Config_t>
    static bool isNormalized_impl(const Eigen::MatrixBase<Config_t> & qin, const Scalar & prec)
    {
      const Scalar norm = qin.norm();
      using std::abs;
      return abs(norm - Scalar(1.0)) < prec;
    }
 
    template<class Config_t>
    static void random_impl(const Eigen::MatrixBase<Config_t> & qout)
    {
      Config_t & out = PINOCCHIO_EIGEN_CONST_CAST(Config_t, qout);
 
      static const Scalar PI_value = PI<Scalar>();
      const Scalar angle = -PI_value + Scalar(2) * PI_value * ((Scalar)rand()) / RAND_MAX;
      SINCOS(angle, &out(1), &out(0));
    }
 
    template<class ConfigL_t, class ConfigR_t, class ConfigOut_t>
    static void randomConfiguration_impl(
      const Eigen::MatrixBase<ConfigL_t> &,
      const Eigen::MatrixBase<ConfigR_t> &,
      const Eigen::MatrixBase<ConfigOut_t> & qout)
    {
      random_impl(qout);
    }
  }; // struct SpecialOrthogonalOperationTpl<2,_Scalar,_Options>
 
  template<typename _Scalar, int _Options>
  struct SpecialOrthogonalOperationTpl<3, _Scalar, _Options>
  : public LieGroupBase<SpecialOrthogonalOperationTpl<3, _Scalar, _Options>>
  {
    PINOCCHIO_LIE_GROUP_TPL_PUBLIC_INTERFACE(SpecialOrthogonalOperationTpl);
 
    typedef Eigen::Quaternion<Scalar> Quaternion_t;
    typedef Eigen::Map<Quaternion_t> QuaternionMap_t;
    typedef Eigen::Map<const Quaternion_t> ConstQuaternionMap_t;
    typedef SE3Tpl<Scalar, Options> SE3;
    typedef typename Eigen::NumTraits<Scalar>::Real RealScalar;
 
    static Index nq()
    {
      return NQ;
    }
 
    static Index nv()
    {
      return NV;
    }
 
    static ConfigVector_t neutral()
    {
      ConfigVector_t n;
      n.setZero();
      n[3] = Scalar(1);
      return n;
    }
 
    static std::string name()
    {
      return std::string("SO(3)");
    }
 
    template<class ConfigL_t, class ConfigR_t, class Tangent_t>
    static void difference_impl(
      const Eigen::MatrixBase<ConfigL_t> & q0,
      const Eigen::MatrixBase<ConfigR_t> & q1,
      const Eigen::MatrixBase<Tangent_t> & d)
    {
      ConstQuaternionMap_t quat0(q0.derived().data());
      assert(quaternion::isNormalized(
        quat0, RealScalar(PINOCCHIO_DEFAULT_QUATERNION_NORM_TOLERANCE_VALUE)));
      ConstQuaternionMap_t quat1(q1.derived().data());
      assert(quaternion::isNormalized(
        quat1, RealScalar(PINOCCHIO_DEFAULT_QUATERNION_NORM_TOLERANCE_VALUE)));
 
      PINOCCHIO_EIGEN_CONST_CAST(Tangent_t, d) =
        quaternion::log3(Quaternion_t(quat0.conjugate() * quat1));
    }
 
    template<ArgumentPosition arg, class ConfigL_t, class ConfigR_t, class JacobianOut_t>
    static void dDifference_impl(
      const Eigen::MatrixBase<ConfigL_t> & q0,
      const Eigen::MatrixBase<ConfigR_t> & q1,
      const Eigen::MatrixBase<JacobianOut_t> & J)
    {
      typedef typename SE3::Matrix3 Matrix3;
 
      ConstQuaternionMap_t quat0(q0.derived().data());
      assert(quaternion::isNormalized(
        quat0, RealScalar(PINOCCHIO_DEFAULT_QUATERNION_NORM_TOLERANCE_VALUE)));
      ConstQuaternionMap_t quat1(q1.derived().data());
      assert(quaternion::isNormalized(
        quat1, RealScalar(PINOCCHIO_DEFAULT_QUATERNION_NORM_TOLERANCE_VALUE)));
 
      // TODO: check whether the merge with 2.6.9 is correct
      const Quaternion_t q = quat0.conjugate() * quat1;
      const Matrix3 R = q.matrix();
 
      if (arg == ARG0)
      {
        JacobianMatrix_t J1;
        Jlog3(R, J1);
 
        PINOCCHIO_EIGEN_CONST_CAST(JacobianOut_t, J).noalias() = -J1 * R.transpose();
      }
      else if (arg == ARG1)
      {
        Jlog3(R, J);
      }
      /*
      const Quaternion_t quat_diff = quat0.conjugate() * quat1;
 
      if (arg == ARG0) {
PINOCCHIO_COMPILER_DIAGNOSTIC_PUSH
PINOCCHIO_COMPILER_DIAGNOSTIC_IGNORED_MAYBE_UNINITIALIZED
        JacobianMatrix_t J1;
        quaternion::Jlog3(quat_diff, J1);
PINOCCHIO_COMPILER_DIAGNOSTIC_POP
        const Matrix3 R = (quat_diff).matrix();
 
        PINOCCHIO_EIGEN_CONST_CAST(JacobianOut_t,J).noalias() = - J1 * R.transpose();
      } else if (arg == ARG1) {
        quaternion::Jlog3(quat_diff, J);
      }
      */
    }
 
    template<class ConfigIn_t, class Velocity_t, class ConfigOut_t>
    static void integrate_impl(
      const Eigen::MatrixBase<ConfigIn_t> & q,
      const Eigen::MatrixBase<Velocity_t> & v,
      const Eigen::MatrixBase<ConfigOut_t> & qout)
    {
      ConstQuaternionMap_t quat(q.derived().data());
      assert(quaternion::isNormalized(
        quat, RealScalar(PINOCCHIO_DEFAULT_QUATERNION_NORM_TOLERANCE_VALUE)));
      QuaternionMap_t quat_map(PINOCCHIO_EIGEN_CONST_CAST(ConfigOut_t, qout).data());
 
      Quaternion_t pOmega;
      quaternion::exp3(v, pOmega);
      quat_map = quat * pOmega;
      quaternion::firstOrderNormalize(quat_map);
      assert(quaternion::isNormalized(
        quat_map, RealScalar(PINOCCHIO_DEFAULT_QUATERNION_NORM_TOLERANCE_VALUE)));
    }
 
    template<class Config_t, class Jacobian_t>
    static void integrateCoeffWiseJacobian_impl(
      const Eigen::MatrixBase<Config_t> & q, const Eigen::MatrixBase<Jacobian_t> & J)
    {
      assert(J.rows() == nq() && J.cols() == nv() && "J is not of the right dimension");
 
      typedef typename PINOCCHIO_EIGEN_PLAIN_TYPE(Jacobian_t) JacobianPlainType;
      typedef typename SE3::Vector3 Vector3;
      typedef typename SE3::Matrix3 Matrix3;
 
      ConstQuaternionMap_t quat_map(q.derived().data());
      assert(quaternion::isNormalized(
        quat_map, RealScalar(PINOCCHIO_DEFAULT_QUATERNION_NORM_TOLERANCE_VALUE)));
 
      PINOCCHIO_COMPILER_DIAGNOSTIC_PUSH
      PINOCCHIO_COMPILER_DIAGNOSTIC_IGNORED_MAYBE_UNINITIALIZED
      Eigen::Matrix<Scalar, NQ, NV, JacobianPlainType::Options | Eigen::RowMajor>
        Jexp3QuatCoeffWise;
 
      Scalar theta;
      const Vector3 v = quaternion::log3(quat_map, theta);
      quaternion::Jexp3CoeffWise(v, Jexp3QuatCoeffWise);
      Matrix3 Jlog;
      Jlog3(theta, v, Jlog);
      PINOCCHIO_COMPILER_DIAGNOSTIC_POP
 
      //      if(quat_map.w() >= 0.) // comes from the log3 for quaternions which may change the
      //      sign.
      if (quat_map.coeffs()[3] >= 0.) // comes from the log3 for quaternions which may change the
                                      // sign.
        PINOCCHIO_EIGEN_CONST_CAST(Jacobian_t, J).noalias() = Jexp3QuatCoeffWise * Jlog;
      else
        PINOCCHIO_EIGEN_CONST_CAST(Jacobian_t, J).noalias() = -Jexp3QuatCoeffWise * Jlog;
 
      //      Jexp3(quat_map,PINOCCHIO_EIGEN_CONST_CAST(Jacobian_t,J).template
      //      topLeftCorner<NQ,NV>());
    }
 
    template<class Config_t, class Tangent_t, class JacobianOut_t>
    static void dIntegrate_dq_impl(
      const Eigen::MatrixBase<Config_t> & /*q*/,
      const Eigen::MatrixBase<Tangent_t> & v,
      const Eigen::MatrixBase<JacobianOut_t> & J,
      const AssignmentOperatorType op = SETTO)
    {
      JacobianOut_t & Jout = PINOCCHIO_EIGEN_CONST_CAST(JacobianOut_t, J);
      switch (op)
      {
      case SETTO:
        Jout = exp3(-v);
        break;
      case ADDTO:
        Jout += exp3(-v);
        break;
      case RMTO:
        Jout -= exp3(-v);
        break;
      default:
        assert(false && "Wrong Op requesed value");
        break;
      }
    }
 
    template<class Config_t, class Tangent_t, class JacobianOut_t>
    static void dIntegrate_dv_impl(
      const Eigen::MatrixBase<Config_t> & /*q*/,
      const Eigen::MatrixBase<Tangent_t> & v,
      const Eigen::MatrixBase<JacobianOut_t> & J,
      const AssignmentOperatorType op = SETTO)
    {
      switch (op)
      {
      case SETTO:
        Jexp3<SETTO>(v, J.derived());
        break;
      case ADDTO:
        Jexp3<ADDTO>(v, J.derived());
        break;
      case RMTO:
        Jexp3<RMTO>(v, J.derived());
        break;
      default:
        assert(false && "Wrong Op requesed value");
        break;
      }
    }
 
    template<class Config_t, class Tangent_t, class JacobianIn_t, class JacobianOut_t>
    static void dIntegrateTransport_dq_impl(
      const Eigen::MatrixBase<Config_t> & /*q*/,
      const Eigen::MatrixBase<Tangent_t> & v,
      const Eigen::MatrixBase<JacobianIn_t> & Jin,
      const Eigen::MatrixBase<JacobianOut_t> & J_out)
    {
      typedef typename SE3::Matrix3 Matrix3;
      JacobianOut_t & Jout = PINOCCHIO_EIGEN_CONST_CAST(JacobianOut_t, J_out);
      const Matrix3 Jtmp3 = exp3(-v);
      Jout.noalias() = Jtmp3 * Jin;
    }
 
    template<class Config_t, class Tangent_t, class JacobianIn_t, class JacobianOut_t>
    static void dIntegrateTransport_dv_impl(
      const Eigen::MatrixBase<Config_t> & /*q*/,
      const Eigen::MatrixBase<Tangent_t> & v,
      const Eigen::MatrixBase<JacobianIn_t> & Jin,
      const Eigen::MatrixBase<JacobianOut_t> & J_out)
    {
      typedef typename SE3::Matrix3 Matrix3;
      JacobianOut_t & Jout = PINOCCHIO_EIGEN_CONST_CAST(JacobianOut_t, J_out);
      PINOCCHIO_COMPILER_DIAGNOSTIC_PUSH
      PINOCCHIO_COMPILER_DIAGNOSTIC_IGNORED_MAYBE_UNINITIALIZED
      Matrix3 Jtmp3;
      Jexp3<SETTO>(v, Jtmp3);
      PINOCCHIO_COMPILER_DIAGNOSTIC_POP
      Jout.noalias() = Jtmp3 * Jin;
    }
 
    template<class Config_t, class Tangent_t, class Jacobian_t>
    static void dIntegrateTransport_dq_impl(
      const Eigen::MatrixBase<Config_t> & /*q*/,
      const Eigen::MatrixBase<Tangent_t> & v,
      const Eigen::MatrixBase<Jacobian_t> & J_out)
    {
      typedef typename SE3::Matrix3 Matrix3;
      Jacobian_t & Jout = PINOCCHIO_EIGEN_CONST_CAST(Jacobian_t, J_out);
      const Matrix3 Jtmp3 = exp3(-v);
      Jout = Jtmp3 * Jout;
    }
 
    template<class Config_t, class Tangent_t, class Jacobian_t>
    static void dIntegrateTransport_dv_impl(
      const Eigen::MatrixBase<Config_t> & /*q*/,
      const Eigen::MatrixBase<Tangent_t> & v,
      const Eigen::MatrixBase<Jacobian_t> & J_out)
    {
      typedef typename SE3::Matrix3 Matrix3;
      Jacobian_t & Jout = PINOCCHIO_EIGEN_CONST_CAST(Jacobian_t, J_out);
      PINOCCHIO_COMPILER_DIAGNOSTIC_PUSH
      PINOCCHIO_COMPILER_DIAGNOSTIC_IGNORED_MAYBE_UNINITIALIZED
      Matrix3 Jtmp3;
      Jexp3<SETTO>(v, Jtmp3);
      PINOCCHIO_COMPILER_DIAGNOSTIC_POP
      Jout = Jtmp3 * Jout;
    }
 
    template<class ConfigL_t, class ConfigR_t, class ConfigOut_t>
    static void interpolate_impl(
      const Eigen::MatrixBase<ConfigL_t> & q0,
      const Eigen::MatrixBase<ConfigR_t> & q1,
      const Scalar & u,
      const Eigen::MatrixBase<ConfigOut_t> & qout)
    {
      ConstQuaternionMap_t quat0(q0.derived().data());
      assert(quaternion::isNormalized(
        quat0, RealScalar(PINOCCHIO_DEFAULT_QUATERNION_NORM_TOLERANCE_VALUE)));
      ConstQuaternionMap_t quat1(q1.derived().data());
      assert(quaternion::isNormalized(
        quat1, RealScalar(PINOCCHIO_DEFAULT_QUATERNION_NORM_TOLERANCE_VALUE)));
 
      QuaternionMap_t quat_res(PINOCCHIO_EIGEN_CONST_CAST(ConfigOut_t, qout).data());
 
      TangentVector_t w;
      difference_impl(q0, q1, w);
      integrate_impl(q0, u * w, qout);
      assert(quaternion::isNormalized(
        quat_res, RealScalar(PINOCCHIO_DEFAULT_QUATERNION_NORM_TOLERANCE_VALUE)));
    }
 
    template<class ConfigL_t, class ConfigR_t>
    static Scalar squaredDistance_impl(
      const Eigen::MatrixBase<ConfigL_t> & q0, const Eigen::MatrixBase<ConfigR_t> & q1)
    {
      PINOCCHIO_COMPILER_DIAGNOSTIC_PUSH
      PINOCCHIO_COMPILER_DIAGNOSTIC_IGNORED_MAYBE_UNINITIALIZED
      TangentVector_t t;
      difference_impl(q0, q1, t);
      PINOCCHIO_COMPILER_DIAGNOSTIC_POP
      return t.squaredNorm();
    }
 
    template<class Config_t>
    static void normalize_impl(const Eigen::MatrixBase<Config_t> & qout)
    {
      pinocchio::normalize(qout.const_cast_derived());
    }
 
    template<class Config_t>
    static bool isNormalized_impl(const Eigen::MatrixBase<Config_t> & qin, const Scalar & prec)
    {
      const Scalar norm = qin.norm();
      using std::abs;
      return abs(norm - Scalar(1.0)) < prec;
    }
 
    template<class Config_t>
    static void random_impl(const Eigen::MatrixBase<Config_t> & qout)
    {
      QuaternionMap_t quat_map(PINOCCHIO_EIGEN_CONST_CAST(Config_t, qout).data());
      quaternion::uniformRandom(quat_map);
 
      assert(quaternion::isNormalized(
        quat_map, RealScalar(PINOCCHIO_DEFAULT_QUATERNION_NORM_TOLERANCE_VALUE)));
    }
 
    template<class ConfigL_t, class ConfigR_t, class ConfigOut_t>
    static void randomConfiguration_impl(
      const Eigen::MatrixBase<ConfigL_t> &,
      const Eigen::MatrixBase<ConfigR_t> &,
      const Eigen::MatrixBase<ConfigOut_t> & qout)
    {
      random_impl(qout);
    }
 
    template<class ConfigL_t, class ConfigR_t>
    static bool isSameConfiguration_impl(
      const Eigen::MatrixBase<ConfigL_t> & q0,
      const Eigen::MatrixBase<ConfigR_t> & q1,
      const Scalar & prec)
    {
      ConstQuaternionMap_t quat1(q0.derived().data());
      assert(quaternion::isNormalized(
        quat1, RealScalar(PINOCCHIO_DEFAULT_QUATERNION_NORM_TOLERANCE_VALUE)));
      ConstQuaternionMap_t quat2(q1.derived().data());
      assert(quaternion::isNormalized(
        quat1, RealScalar(PINOCCHIO_DEFAULT_QUATERNION_NORM_TOLERANCE_VALUE)));
 
      return quaternion::defineSameRotation(quat1, quat2, prec);
    }
  }; // struct SpecialOrthogonalOperationTpl<3,_Scalar,_Options>
 
} // namespace pinocchio
 
#endif // ifndef __pinocchio_multibody_liegroup_special_orthogonal_operation_hpp__