gram-schmidt-orthonormalisation.hpp

Go to the documentation of this file.

//
// Copyright (c) 2024 INRIA
//
 
#ifndef __pinocchio_math_gram_schmidt_orthonormalisation_hpp__
#define __pinocchio_math_gram_schmidt_orthonormalisation_hpp__
 
#include "pinocchio/math/fwd.hpp"
#include <Eigen/Core>
 
namespace pinocchio
{
  template<typename MatrixType, typename VectorType>
  void orthonormalisation(
    const Eigen::MatrixBase<MatrixType> & basis, const Eigen::MatrixBase<VectorType> & vec_)
  {
    typedef typename VectorType::Scalar Scalar;
    VectorType & vec = vec_.const_cast_derived();
 
    PINOCCHIO_CHECK_ARGUMENT_SIZE(basis.rows(), vec.size());
    assert((basis.transpose() * basis).isIdentity() && "The input basis is not orthonormal.");
 
    for (Eigen::DenseIndex col_id = 0; col_id < basis.cols(); ++col_id)
    {
      const auto col = basis.col(col_id);
      const Scalar alpha = col.dot(vec);
      vec -= alpha * col;
    }
 
    assert((basis.transpose() * vec).isZero());
  }
} // namespace pinocchio
 
#endif // ifndef __pinocchio_math_gram_schmidt_orthonormalisation_hpp__