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Diffstat (limited to 'Marlin/src/libs/least_squares_fit.cpp')
-rw-r--r-- | Marlin/src/libs/least_squares_fit.cpp | 69 |
1 files changed, 69 insertions, 0 deletions
diff --git a/Marlin/src/libs/least_squares_fit.cpp b/Marlin/src/libs/least_squares_fit.cpp new file mode 100644 index 0000000..c7593c0 --- /dev/null +++ b/Marlin/src/libs/least_squares_fit.cpp @@ -0,0 +1,69 @@ +/** + * Marlin 3D Printer Firmware + * Copyright (c) 2020 MarlinFirmware [https://github.com/MarlinFirmware/Marlin] + * + * Based on Sprinter and grbl. + * Copyright (c) 2011 Camiel Gubbels / Erik van der Zalm + * + * This program is free software: you can redistribute it and/or modify + * it under the terms of the GNU General Public License as published by + * the Free Software Foundation, either version 3 of the License, or + * (at your option) any later version. + * + * This program is distributed in the hope that it will be useful, + * but WITHOUT ANY WARRANTY; without even the implied warranty of + * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + * GNU General Public License for more details. + * + * You should have received a copy of the GNU General Public License + * along with this program. If not, see <https://www.gnu.org/licenses/>. + * + */ + +/** + * Least Squares Best Fit by Roxy and Ed Williams + * + * This algorithm is high speed and has a very small code footprint. + * Its results are identical to both the Iterative Least-Squares published + * earlier by Roxy and the QR_SOLVE solution. If used in place of QR_SOLVE + * it saves roughly 10K of program memory. It also does not require all of + * coordinates to be present during the calculations. Each point can be + * probed and then discarded. + */ + +#include "../inc/MarlinConfig.h" + +#if NEED_LSF + +#include "least_squares_fit.h" + +#include <math.h> + +int finish_incremental_LSF(struct linear_fit_data *lsf) { + + const float N = lsf->N; + + if (N == 0.0) + return 1; + + lsf->xbar /= N; + lsf->ybar /= N; + lsf->zbar /= N; + lsf->x2bar = lsf->x2bar / N - sq(lsf->xbar); + lsf->y2bar = lsf->y2bar / N - sq(lsf->ybar); + lsf->z2bar = lsf->z2bar / N - sq(lsf->zbar); + lsf->xybar = lsf->xybar / N - lsf->xbar * lsf->ybar; + lsf->yzbar = lsf->yzbar / N - lsf->ybar * lsf->zbar; + lsf->xzbar = lsf->xzbar / N - lsf->xbar * lsf->zbar; + const float DD = lsf->x2bar * lsf->y2bar - sq(lsf->xybar); + + if (ABS(DD) <= 1e-10 * (lsf->max_absx + lsf->max_absy)) + return 1; + + lsf->A = (lsf->yzbar * lsf->xybar - lsf->xzbar * lsf->y2bar) / DD; + lsf->B = (lsf->xzbar * lsf->xybar - lsf->yzbar * lsf->x2bar) / DD; + lsf->D = -(lsf->zbar + lsf->A * lsf->xbar + lsf->B * lsf->ybar); + return 0; +} + +#endif // NEED_LSF |