gctl/lib/algorithm/emd.cpp

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2024-09-10 15:45:07 +08:00
/********************************************************
*
*
*
*
*
*
* Geophysical Computational Tools & Library (GCTL)
*
* Copyright (c) 2023 Yi Zhang (yizhang-geo@zju.edu.cn)
*
* GCTL is distributed under a dual licensing scheme. You can redistribute
* it and/or modify it under the terms of the GNU Lesser General Public
* License as published by the Free Software Foundation, either version 2
* of the License, or (at your option) any later version. You should have
* received a copy of the GNU Lesser General Public License along with this
* program. If not, see <http://www.gnu.org/licenses/>.
*
* If the terms and conditions of the LGPL v.2. would prevent you from using
* the GCTL, please consider the option to obtain a commercial license for a
* fee. These licenses are offered by the GCTL's original author. As a rule,
* licenses are provided "as-is", unlimited in time for a one time fee. Please
* send corresponding requests to: yizhang-geo@zju.edu.cn. Please do not forget
* to include some description of your company and the realm of its activities.
* Also add information on how to contact you by electronic and paper mail.
******************************************************/
#include "emd.h"
#ifdef GCTL_EEMD
void libeemd_err_hander(libeemd_error_code err_code)
{
if (err_code != EMD_SUCCESS)
{
switch (err_code)
{
case EMD_INVALID_ENSEMBLE_SIZE :
throw std::runtime_error("[GCTL] gathered from [libeemd] Invalid ensemble size (zero or negative)");
break;
case EMD_INVALID_NOISE_STRENGTH :
throw std::runtime_error("[GCTL] gathered from [libeemd] Invalid noise strength (negative)");
break;
case EMD_NOISE_ADDED_TO_EMD :
throw std::runtime_error("[GCTL] gathered from [libeemd] Positive noise strength but ensemble size is one (regular EMD)");
break;
case EMD_NO_NOISE_ADDED_TO_EEMD :
throw std::runtime_error("[GCTL] gathered from [libeemd] Ensemble size is more than one (EEMD) but noise strength is zero");
break;
case EMD_NO_CONVERGENCE_POSSIBLE :
throw std::runtime_error("[GCTL] gathered from [libeemd] Stopping criteria invalid: would never converge");
break;
case EMD_NOT_ENOUGH_POINTS_FOR_SPLINE :
throw std::runtime_error("[GCTL] gathered from [libeemd] Spline evaluation tried with insufficient points");
break;
case EMD_INVALID_SPLINE_POINTS :
throw std::runtime_error("[GCTL] gathered from [libeemd] Spline evaluation points invalid");
break;
case EMD_GSL_ERROR :
throw std::runtime_error("[GCTL] gathered from [libeemd] Error reported by GSL library");
break;
default :
throw std::runtime_error("[GCTL] gathered from [libeemd] Error code with unknown meaning. Please file a bug!");
}
}
return;
}
void gctl::eemd1d(const array<double> &in, matrix<double> &out, size_t M,
unsigned int ensemble_size, double noise_strength, unsigned int S_number,
unsigned int num_siftings, unsigned long int rng_seed)
{
if (M == 0) M = emd_num_imfs(in.size());
out.resize(M, in.size());
libeemd_err_hander(eemd(in.get(), in.size(), out.get(), M, ensemble_size, noise_strength, S_number, num_siftings, rng_seed));
return;
}
void gctl::ceemdan1d(const array<double> &in, matrix<double> &out, size_t M,
unsigned int ensemble_size, double noise_strength, unsigned int S_number,
unsigned int num_siftings, unsigned long int rng_seed)
{
if (M == 0) M = emd_num_imfs(in.size());
out.resize(M, in.size());
libeemd_err_hander(ceemdan(in.get(), in.size(), out.get(), M, ensemble_size, noise_strength, S_number, num_siftings, rng_seed));
return;
}
#endif // GCTL_EEMD