Program Listing for File SGal3Tangent_base.h

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#ifndef _MANIF_MANIF_SGAL3TANGENT_BASE_H_
#define _MANIF_MANIF_SGAL3TANGENT_BASE_H_

#include "manif/impl/sgal3/SGal3_properties.h"
#include "manif/impl/tangent_base.h"
#include "manif/impl/so3/SO3Tangent_map.h"
#include "manif/impl/se3/SE3Tangent.h"

namespace manif {

//
// Tangent
//

template <typename _Derived>
struct SGal3TangentBase : TangentBase<_Derived> {
private:

  using Base = TangentBase<_Derived>;
  using Type = SGal3TangentBase<_Derived>;

public:

  MANIF_TANGENT_TYPEDEF
  MANIF_INHERIT_TANGENT_API
  MANIF_INHERIT_TANGENT_OPERATOR

  using LinBlock = typename DataType::template FixedSegmentReturnType<3>::Type;
  using AngBlock = typename DataType::template FixedSegmentReturnType<3>::Type;
  using ConstLinBlock = typename DataType::template ConstFixedSegmentReturnType<3>::Type;
  using ConstAngBlock = typename DataType::template ConstFixedSegmentReturnType<3>::Type;

  using Base::data;
  using Base::coeffs;

protected:

  using Base::derived;

  MANIF_DEFAULT_CONSTRUCTOR(SGal3TangentBase)

public:

  MANIF_TANGENT_ML_ASSIGN_OP(SGal3TangentBase)

  // Tangent common API


  LieAlg hat() const;

  LieGroup exp(OptJacobianRef J_m_t = {}) const;

  MANIF_DEPRECATED
  LieGroup retract(OptJacobianRef J_m_t = {}) const;

  Jacobian rjac() const;

  Jacobian ljac() const;

  Jacobian smallAdj() const;

  // SGal3Tangent specific API

  LinBlock lin();
  const ConstLinBlock lin() const;

  AngBlock ang();
  const ConstAngBlock ang() const;

  LinBlock lin2();
  const ConstLinBlock lin2() const;

  Scalar t() const;

public:

  const Eigen::Map<const SO3Tangent<Scalar>> asSO3() const {
    return Eigen::Map<const SO3Tangent<Scalar>>(coeffs().data()+6);
  }

  Eigen::Map<SO3Tangent<Scalar>> asSO3() {
    return Eigen::Map<SO3Tangent<Scalar>>(coeffs().data()+6);
  }

  static void fillE(
    Eigen::Ref<Eigen::Matrix<Scalar, 3, 3>> E,
    const Eigen::Map<const SO3Tangent<Scalar>>& so3
  );
};

template <typename _Derived>
typename SGal3TangentBase<_Derived>::LieGroup
SGal3TangentBase<_Derived>::exp(OptJacobianRef J_m_t) const {
  if (J_m_t) {
    *J_m_t = rjac();
  }

  const Eigen::Map<const SO3Tangent<Scalar>> so3 = asSO3();
  const typename SO3<Scalar>::Jacobian so3_ljac = so3.ljac();

  Eigen::Matrix<Scalar, 3, 3> E;
  fillE(E, so3);

  return LieGroup(
    so3_ljac * lin() + (E * (t() * lin2())),
    so3.exp(),
    so3_ljac * lin2(),
    t()
  );
}

template <typename _Derived>
typename SGal3TangentBase<_Derived>::LieGroup
SGal3TangentBase<_Derived>::retract(OptJacobianRef J_m_t) const {
  return exp(J_m_t);
}

template <typename _Derived>
typename SGal3TangentBase<_Derived>::LieAlg
SGal3TangentBase<_Derived>::hat() const {
  LieAlg sgal3;

  sgal3.template topLeftCorner<3, 3>() = skew(ang());
  sgal3.template block<3, 1>(0, 3) = lin2();
  sgal3.template topRightCorner<3, 1>() = lin();
  sgal3(3, 4) = t();

  sgal3.template bottomLeftCorner<2, 4>().setZero();
  sgal3(4, 4) = Scalar(0);

  return sgal3;
}

template <typename _Derived>
typename SGal3TangentBase<_Derived>::Jacobian
SGal3TangentBase<_Derived>::rjac() const {

  return (-*this).ljac();

  // Those were verified against auto diff

  // Jacobian Jr = Jacobian::Zero();
  // Jr.template topLeftCorner<3, 3>() = asSO3().rjac();
  // // Jr.template block<3, 3>(0, 3) = ??;
  // // Jr.template block<3, 3>(0, 6) = ??;

  // // Jr.template block<3, 1>(0, 9) = ??;

  // Jr.template block<3, 3>(3, 3) = Jr.template topLeftCorner<3,3>();
  // SE3Tangent<Scalar>::fillQ(
  //   Jr.template block<3, 3>(3, 6), -coeffs().template segment<6>(3)
  // );

  // Jr.template block<3, 3>(6, 6) = Jr.template topLeftCorner<3,3>();

  // Jr(9, 9) = Scalar(1);

  // Jr.template bottomLeftCorner<7, 3>().setZero();
  // Jr.template block<4, 3>(6, 3).setZero();
  // Jr.template block<1, 3>(9, 6).setZero();
  // Jr.template block<6, 1>(3, 9).setZero();

  // return Jr;
}

template <typename _Derived>
typename SGal3TangentBase<_Derived>::Jacobian
SGal3TangentBase<_Derived>::ljac() const {
  using ConstRef33 = const Eigen::Ref<const Eigen::Matrix<Scalar, 3, 3>>;
  using ConstRef61 = const Eigen::Ref<const Eigen::Matrix<Scalar, 6, 1>>;

  using Diag = typename Eigen::DiagonalMatrix<Scalar, 3>;
  auto I33 = [](const Scalar d){ return Diag(d, d, d).toDenseMatrix(); };

  using std::sqrt;
  using std::cos;
  using std::sin;

  Jacobian Jl;

  // theta vector
  const Eigen::Map<const SO3Tangent<Scalar>> so3 = asSO3();

  // Skew matrix W = theta^
  Jl.template block<3, 3>(3, 0) = so3.hat();
  ConstRef33 W = Jl.template block<3, 3>(3, 0);

  // Skew matrix W^2
  Jl.template block<3, 3>(6, 3) = W * W;
  ConstRef33 WW = Jl.template block<3, 3>(6, 3);

  // Skew matrix V = nu^
  Jl.template block<3, 3>(6, 0) = skew(lin2());
  ConstRef33 V = Jl.template block<3, 3>(6, 0);

  // Angles and trigonometry
  const Scalar theta_sq = so3.coeffs().squaredNorm();
  // rotation angle
  const Scalar theta = sqrt(theta_sq);
  const Scalar theta_cu = theta * theta_sq;

  const Scalar sin_t = sin(theta);
  const Scalar cos_t = cos(theta);

  // Blocks D
  Jl.template topLeftCorner<3, 3>() = so3.ljac();
  Jl.template block<3, 3>(3, 3) = Jl.template topLeftCorner<3, 3>();
  Jl.template block<3, 3>(6, 6) = Jl.template topLeftCorner<3, 3>();

  // Block E
  // Note - we use here a temporary block to hold E
  Jl.template block<3, 3>(0, 6) = I33(Scalar(0.5));
  if (theta_sq > Constants<Scalar>::eps) {
    const Scalar A = (theta - sin_t) / theta_sq / theta;
    const Scalar B = (
      theta_sq + Scalar(2) * cos_t - Scalar(2)
    ) / (Scalar(2) * theta_sq * theta_sq);

    Jl.template block<3, 3>(0, 6).noalias() += A * W + B * WW;
  }

  // Block E * nu
  Jl.template block<3, 1>(0, 9) = Jl.template block<3, 3>(0, 6) * lin2();

  // Block L
  Scalar cA, cB;
  // small angle approx.
  if (theta_cu > Constants<Scalar>::eps) {
    cA = (sin_t - theta * cos_t) / theta_cu;
    cB = (
      theta_sq + Scalar(2) * (Scalar(1) - theta * sin_t - cos_t)
    ) / (Scalar(2) * theta_sq * theta_sq);
  } else {
    cA = Scalar(1./3.)  - Scalar(1./30.) * theta_sq;
    cB = Scalar(1./8.);
  }

  // Block - L * t
  Jl.template block<3, 3>(0, 3).noalias() = -t() * (
    // Block L
    I33(Scalar(0.5)) + cA * W + cB * WW
  );

  // Block M = Q(nu, theta)
  SE3Tangent<Scalar>::fillQ(
    Jl.template block<3, 3>(3, 6), coeffs().template segment<6>(3)
  );

  // Block N1, part of N. N1 = Q(rho, theta)
  Jl.template block<6, 1>(3, 9) << lin(), ang();
  ConstRef61 rho_theta = Jl.template block<6, 1>(3, 9);
  // block N1 = Q(rho,theta)
  SE3Tangent<Scalar>::fillQ(Jl.template block<3, 3>(0, 6), rho_theta);

  // Block N2, part of N
  Scalar cC, cD, cE, cF;
  if (theta_cu > Constants<Scalar>::eps) {
    cA = (Scalar(2) - theta * sin_t - Scalar(2) * cos_t) / theta_cu / theta;
    cB = (
      theta_cu + Scalar(6) * theta + Scalar(6) * theta * cos_t - Scalar(12) * sin_t
    ) / (Scalar(6) * theta_cu * theta_sq);
    cC = (
      Scalar(12) * sin_t - theta_cu - Scalar(3) * theta_sq * sin_t - Scalar(12) * theta * cos_t
    ) / (Scalar(6) * theta_cu * theta_sq);
    cD = (
      Scalar(4) + theta_sq * (Scalar(1) + cos_t) - Scalar(4) * (theta * sin_t + cos_t)
    ) / (Scalar(2) * theta_cu * theta_cu);
    cE = (theta_sq + Scalar(2) * (cos_t - Scalar(1))) / (Scalar(2) * theta_cu * theta);
    cF = (theta_cu + Scalar(6) * (sin_t - theta)) / (Scalar(6) * theta_cu * theta_sq);
  } else {
    cA = Scalar(1. / 12.);
    cB = Scalar(1. / 24.);
    cC = Scalar(1. / 10.);
    cD = Scalar(1. / 240.);
    cE = Scalar(1. / 24.);
    cF = Scalar(1. / 120.);
  }

  // Block N = N1 - N2
  Jl.template block<3, 3>(0, 6) -= (
    // Block N2
    t() / Scalar(6) * V
    + (cA * W + cB * WW) * (t() * V)
    + cC * (W * V * (t() * W))
    + cD * (WW * V * (t() * W))
    + t() * V * (cE * W + cF * WW)
  );

  // Block 1
  Jl(9, 9) = Scalar(1);

  // Blocks of zeros
  Jl.template bottomLeftCorner<7, 3>().setZero();
  Jl.template block<4, 3>(6, 3).setZero();
  Jl.template block<1, 3>(9, 6).setZero();
  Jl.template block<6, 1>(3, 9).setZero();

  return Jl;
}

template <typename _Derived>
typename SGal3TangentBase<_Derived>::Jacobian
SGal3TangentBase<_Derived>::smallAdj() const {
  Jacobian smallAdj;

  smallAdj.template topLeftCorner<3,3>() = skew(ang());
  smallAdj.template block<3, 3>(0, 3) = -t() * Eigen::Matrix3d::Identity();
  smallAdj.template block<3, 3>(0, 6) = skew(lin());
  smallAdj.template block<3, 1>(0, 9) = lin2();

  smallAdj.template block<3, 3>(3, 3) = smallAdj.template topLeftCorner<3,3>();
  smallAdj.template block<3, 3>(3, 6) = skew(lin2());

  smallAdj.template block<3, 3>(6, 6) = smallAdj.template topLeftCorner<3,3>();

  smallAdj.template block<7, 3>(3, 0).setZero();
  smallAdj.template block<4, 3>(6, 3).setZero();

  smallAdj.template block<1, 3>(9, 6).setZero();
  smallAdj.template block<7, 1>(3, 9).setZero();

  return smallAdj;
}

// SGal3Tangent specific API

template <typename _Derived>
typename SGal3TangentBase<_Derived>::LinBlock
SGal3TangentBase<_Derived>::lin() {
  return coeffs().template head<3>();
}

template <typename _Derived>
const typename SGal3TangentBase<_Derived>::ConstLinBlock
SGal3TangentBase<_Derived>::lin() const {
  return coeffs().template head<3>();
}

template <typename _Derived>
typename SGal3TangentBase<_Derived>::LinBlock
SGal3TangentBase<_Derived>::lin2() {
  return coeffs().template segment<3>(3);
}

template <typename _Derived>
const typename SGal3TangentBase<_Derived>::ConstLinBlock
SGal3TangentBase<_Derived>::lin2() const {
  return coeffs().template segment<3>(3);
}

template <typename _Derived>
typename SGal3TangentBase<_Derived>::AngBlock
SGal3TangentBase<_Derived>::ang() {
  return coeffs().template segment<3>(6);
}

template <typename _Derived>
const typename SGal3TangentBase<_Derived>::ConstAngBlock
SGal3TangentBase<_Derived>::ang() const {
  return coeffs().template segment<3>(6);
}

template <typename _Derived>
typename SGal3TangentBase<_Derived>::Scalar
SGal3TangentBase<_Derived>::t() const {
  return coeffs()(9);
}

template <typename _Derived>
void SGal3TangentBase<_Derived>::fillE(
  Eigen::Ref<Eigen::Matrix<Scalar, 3, 3>> E,
  const Eigen::Map<const SO3Tangent<Scalar>>& so3
) {
  using I = typename Eigen::DiagonalMatrix<Scalar, 3>;

  const Scalar theta_sq = so3.coeffs().squaredNorm();

  E.noalias() = I(Scalar(0.5), Scalar(0.5), Scalar(0.5)).toDenseMatrix();

  // small angle approx.
  if (theta_sq < Constants<Scalar>::eps) {
    return;
  }

  const Scalar theta = sqrt(theta_sq); // rotation angle

  const Scalar A = (theta - sin(theta)) / theta_sq / theta;
  const Scalar B = (theta_sq + Scalar(2) * cos(theta) - Scalar(2)) / (Scalar(2) * theta_sq * theta_sq);

  const typename SO3Tangent<Scalar>::LieAlg W = so3.hat();

  E.noalias() += A * W + B * W * W;
}

namespace internal {

template <typename Derived>
struct GeneratorEvaluator<SGal3TangentBase<Derived>> {
  static typename SGal3TangentBase<Derived>::LieAlg
  run(const unsigned int i) {
    using LieAlg = typename SGal3TangentBase<Derived>::LieAlg;
    using Scalar = typename SGal3TangentBase<Derived>::Scalar;

    switch (i) {
      case 0: {
        static const LieAlg E0(
          (
            LieAlg() <<
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(1),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0)

          ).finished()
        );
        return E0;
      }
      case 1: {
        static const LieAlg E1(
          (
            LieAlg() <<
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(1),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0)
          ).finished()
        );
        return E1;
      }
      case 2: {
        static const LieAlg E2(
          (
            LieAlg() <<
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(1),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0)
          ).finished()
        );
        return E2;
      }
      case 3: {
        static const LieAlg E3(
          (
            LieAlg() <<
              Scalar(0), Scalar(0), Scalar(0), Scalar(1), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0)
          ).finished()
        );
        return E3;
      }
      case 4: {
        static const LieAlg E4(
          (
            LieAlg() <<
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(1), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0)
          ).finished()
        );
        return E4;
      }
      case 5: {
        static const LieAlg E5(
          (
            LieAlg() <<
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(1), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0)
          ).finished()
        );
        return E5;
      }
      case 6: {
        static const LieAlg E6(
          (
            LieAlg() <<
              Scalar(0), Scalar(0), Scalar( 0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(-1), Scalar(0), Scalar(0),
              Scalar(0), Scalar(1), Scalar( 0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar( 0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar( 0), Scalar(0), Scalar(0)
          ).finished()
        );
        return E6;
      }
      case 7: {
        static const LieAlg E7(
          (
            LieAlg() <<
              Scalar( 0), Scalar(0), Scalar(1), Scalar(0), Scalar(0),
              Scalar( 0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(-1), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar( 0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar( 0), Scalar(0), Scalar(0), Scalar(0), Scalar(0)
          ).finished()
        );
        return E7;
      }
      case 8: {
        static const LieAlg E8(
          (
            LieAlg() <<
              Scalar(0), Scalar(-1), Scalar(0), Scalar(0), Scalar(0),
              Scalar(1), Scalar( 0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar( 0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar( 0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar( 0), Scalar(0), Scalar(0), Scalar(0)
          ).finished()
        );
        return E8;
      }
      case 9: {
        static const LieAlg E9(
          (
            LieAlg() <<
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(1),
              Scalar(0), Scalar(0), Scalar(0), Scalar(0), Scalar(0)
          ).finished()
        );
        return E9;
      }
      default:
        MANIF_THROW("Index i must be in [0,9]!", invalid_argument);
        break;
    }

    return LieAlg{};
  }
};

template <typename Derived>
struct RandomEvaluatorImpl<SGal3TangentBase<Derived>> {
  static void run(SGal3TangentBase<Derived>& m) {
    // in [-1,1]
    m.coeffs().setRandom();
    // In ball of radius PI
    m.coeffs().template segment<3>(6) = randPointInBall(MANIF_PI).template cast<typename Derived::Scalar>();
  }
};

template <typename Derived>
struct VeeEvaluatorImpl<SGal3TangentBase<Derived>> {
  template <typename TL, typename TR>
  static void run(TL& t, const TR& v) {
    t.coeffs() << v(0, 4), v(1, 4), v(2, 4),
      v(0, 3), v(1, 3), v(2, 3),
      v(2, 1), v(0, 2), v(1, 0),
      v(3, 4);
  }
};

} // namespace internal
} // namespace manif

#endif // _MANIF_MANIF_SGAL3TANGENT_BASE_H_