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#pragma once
#include "matrix.hpp"
namespace matrix {
template<typename Type, size_t M, size_t N>
void kalman_correct(
const Matrix<Type, M, M> & P,
const Matrix<Type, N, M> & C,
const Matrix<Type, N, N> & R,
const Vector<Type, N> &r,
Vector<Type, M> & dx,
float & beta
)
{
SquareMatrix<Type, N> S_I = SquareMatrix<Type, N>(C*P*C.T() + R).I();
dx = P*C.T()*S_I*r;
beta = Scalar<Type>(r.T()*S_I*r);
}
}; // namespace matrix