diff --git a/Marlin/Marlin.h b/Marlin/Marlin.h index da2d4d9ea5..5e4a278347 100644 --- a/Marlin/Marlin.h +++ b/Marlin/Marlin.h @@ -299,10 +299,8 @@ float code_value_temp_diff(); #endif #if ENABLED(AUTO_BED_LEVELING_UBL) -struct linear_fit { - double A, B, D; -}; -struct linear_fit *lsf_linear_fit( double *, double *, double *, int ); + typedef struct { double A, B, D; } linear_fit; + linear_fit* lsf_linear_fit(double x[], double y[], double z[], const int); #endif #if PLANNER_LEVELING diff --git a/Marlin/least_squares_fit.cpp b/Marlin/least_squares_fit.cpp index afb502266c..1ae9d85135 100644 --- a/Marlin/least_squares_fit.cpp +++ b/Marlin/least_squares_fit.cpp @@ -23,111 +23,95 @@ /** * Least Squares Best Fit By Roxy and Ed Williams * - * This algorythm 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 10KB of program memory. + * 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. * */ #include "MarlinConfig.h" -#if ENABLED(AUTO_BED_LEVELING_UBL) // Currently only used by UBL, but is applicable to Grid Based (Linear) Bed Leveling - #include - #include "ubl.h" - #include "Marlin.h" +#if ENABLED(AUTO_BED_LEVELING_UBL) // Currently only used by UBL, but is applicable to Grid Based (Linear) Bed Leveling -double linear_fit_average(double *, int); -double linear_fit_average_squared(double *, int); -double linear_fit_average_mixed_terms(double *, double *, int ); -double linear_fit_average_product(double *matrix1, double *matrix2, int n); -void linear_fit_subtract_mean(double *matrix, double bar, int n); -double linear_fit_max_abs(double *, int); +#include "ubl.h" +#include "Marlin.h" +#include "macros.h" +#include -struct linear_fit linear_fit_results; +double linear_fit_average(double m[], const int); +//double linear_fit_average_squared(double m[], const int); +//double linear_fit_average_mixed_terms(double m1[], double m2[], const int); +double linear_fit_average_product(double matrix1[], double matrix2[], const int n); +void linear_fit_subtract_mean(double matrix[], double bar, const int n); +double linear_fit_max_abs(double m[], const int); -struct linear_fit *lsf_linear_fit(double *x, double *y, double *z, int n) { - double xbar, ybar, zbar; - double x2bar, y2bar; - double xybar, xzbar, yzbar; - double D; - int i; +linear_fit linear_fit_results; - linear_fit_results.A = 0.0; - linear_fit_results.B = 0.0; - linear_fit_results.D = 0.0; +linear_fit* lsf_linear_fit(double x[], double y[], double z[], const int n) { + double xbar, ybar, zbar, + x2bar, y2bar, + xybar, xzbar, yzbar, + D; - xbar = linear_fit_average(x, n); - ybar = linear_fit_average(y, n); - zbar = linear_fit_average(z, n); + linear_fit_results.A = 0.0; + linear_fit_results.B = 0.0; + linear_fit_results.D = 0.0; - linear_fit_subtract_mean( x, xbar, n); - linear_fit_subtract_mean( y, ybar, n); - linear_fit_subtract_mean( z, zbar, n); + xbar = linear_fit_average(x, n); + ybar = linear_fit_average(y, n); + zbar = linear_fit_average(z, n); - x2bar = linear_fit_average_product( x, x, n); - y2bar = linear_fit_average_product( y, y, n); - xybar = linear_fit_average_product( x, y, n); - xzbar = linear_fit_average_product( x, z, n); - yzbar = linear_fit_average_product( y, z, n); + linear_fit_subtract_mean(x, xbar, n); + linear_fit_subtract_mean(y, ybar, n); + linear_fit_subtract_mean(z, zbar, n); - D = x2bar*y2bar - xybar*xybar; - for(i=0; iA*xbar - linear_fit_results->B*ybar); - linear_fit_results.D = -(zbar + linear_fit_results.A*xbar + linear_fit_results.B*ybar); + D = x2bar * y2bar - xybar * xybar; + for (int i = 0; i < n; i++) { + if (fabs(D) <= 1e-15 * (linear_fit_max_abs(x, n) + linear_fit_max_abs(y, n))) { + printf("error: x,y points are collinear at index:%d\n", i); + return NULL; + } + } - return &linear_fit_results; + linear_fit_results.A = -(xzbar * y2bar - yzbar * xybar) / D; + linear_fit_results.B = -(yzbar * x2bar - xzbar * xybar) / D; + // linear_fit_results.D = -(zbar - linear_fit_results->A * xbar - linear_fit_results->B * ybar); + linear_fit_results.D = -(zbar + linear_fit_results.A * xbar + linear_fit_results.B * ybar); + + return &linear_fit_results; } - - - -double linear_fit_average(double *matrix, int n) -{ - int i; - double sum=0.0; - - for (i = 0; i < n; i++) - sum += matrix[i]; - return sum / (double) n; +double linear_fit_average(double *matrix, const int n) { + double sum = 0.0; + for (int i = 0; i < n; i++) + sum += matrix[i]; + return sum / (double)n; } -double linear_fit_average_product(double *matrix1, double *matrix2, int n) { - int i; - double sum = 0.0; - - for (i = 0; i < n; i++) - sum += matrix1[i] * matrix2[i]; - return sum / (double) n; +double linear_fit_average_product(double *matrix1, double *matrix2, const int n) { + double sum = 0.0; + for (int i = 0; i < n; i++) + sum += matrix1[i] * matrix2[i]; + return sum / (double)n; } - - -void linear_fit_subtract_mean(double *matrix, double bar, int n) { - int i; - - for (i = 0; i < n; i++) { - matrix[i] -= bar; - } - return; +void linear_fit_subtract_mean(double *matrix, double bar, const int n) { + for (int i = 0; i < n; i++) + matrix[i] -= bar; } -double linear_fit_max_abs(double *matrix, int n) { - int i; - double max_abs = 0.0; - - for(i=0; i GRID_MAX_POINTS_X || grid_size_G > GRID_MAX_POINTS_Y ) { + if (grid_size_G > GRID_MAX_POINTS_X || grid_size_G > GRID_MAX_POINTS_Y) { SERIAL_PROTOCOLLNPGM("ERROR - grid size can NOT exceed GRID_MAX_POINTS_X nor GRID_MAX_POINTS_Y"); return; } - tilt_mesh_based_on_probed_grid( code_seen('O')||code_seen('M')); + tilt_mesh_based_on_probed_grid(code_seen('O') || code_seen('M')); } if (code_seen('P')) { @@ -419,14 +419,14 @@ // // Invalidate Entire Mesh and Automatically Probe Mesh in areas that can be reached by the probe // - if (!code_seen('C') ) { + if (!code_seen('C')) { ubl.invalidate(); SERIAL_PROTOCOLLNPGM("Mesh invalidated. Probing mesh.\n"); } if (g29_verbose_level > 1) { - SERIAL_ECHOPGM("Probing Mesh Points Closest to ("); - SERIAL_ECHO(x_pos); - SERIAL_ECHOPAIR(",", y_pos); + SERIAL_PROTOCOLPAIR("Probing Mesh Points Closest to (", x_pos); + SERIAL_PROTOCOLCHAR(','); + SERIAL_PROTOCOL(y_pos); SERIAL_PROTOCOLLNPGM(")\n"); } probe_entire_mesh(x_pos + X_PROBE_OFFSET_FROM_EXTRUDER, y_pos + Y_PROBE_OFFSET_FROM_EXTRUDER, @@ -440,16 +440,16 @@ SERIAL_PROTOCOLLNPGM("Manually probing unreachable mesh locations.\n"); do_blocking_move_to_z(Z_CLEARANCE_BETWEEN_PROBES); if (!x_flag && !y_flag) { // use a good default location for the path - x_pos = X_MIN_POS; - y_pos = Y_MIN_POS; - if (X_PROBE_OFFSET_FROM_EXTRUDER > 0) // The flipped > and < operators on these two comparisons is - x_pos = X_MAX_POS; // intentional. It should cause the probed points to follow a + // The flipped > and < operators on these two comparisons is + // intentional. It should cause the probed points to follow a + // nice path on Cartesian printers. It may make sense to + // have Delta printers default to the center of the bed. + // For now, until that is decided, it can be forced with the X + // and Y parameters. + x_pos = X_PROBE_OFFSET_FROM_EXTRUDER > 0 ? X_MAX_POS : X_MIN_POS; + y_pos = Y_PROBE_OFFSET_FROM_EXTRUDER < 0 ? Y_MAX_POS : Y_MIN_POS; + } - if (Y_PROBE_OFFSET_FROM_EXTRUDER < 0) // nice path on Cartesian printers. It may make sense to - y_pos = Y_MAX_POS; // have Delta printers default to the center of the bed. - - } // For now, until that is decided, it can be forced with the X - // and Y parameters. if (code_seen('C')) { x_pos = current_position[X_AXIS]; y_pos = current_position[Y_AXIS]; @@ -674,7 +674,7 @@ if (ELAPSED(millis(), nxt)) { SERIAL_PROTOCOLLNPGM("\nZ-Offset Adjustment Stopped."); do_blocking_move_to_z(Z_CLEARANCE_DEPLOY_PROBE); - lcd_setstatuspgm("Z-Offset Stopped"); + lcd_setstatuspgm(PSTR("Z-Offset Stopped")); restore_ubl_active_state_and_leave(); goto LEAVE; } @@ -693,7 +693,7 @@ #if ENABLED(ULTRA_LCD) lcd_reset_alert_level(); - lcd_setstatuspgm(""); + lcd_setstatuspgm(PSTR("")); lcd_quick_feedback(); #endif @@ -773,7 +773,7 @@ return; } - location = find_closest_mesh_point_of_type(INVALID, lx, ly, 1, NULL, do_furthest ); // the '1' says we want the location to be relative to the probe + location = find_closest_mesh_point_of_type(INVALID, lx, ly, 1, NULL, do_furthest); // the '1' says we want the location to be relative to the probe if (location.x_index >= 0 && location.y_index >= 0) { const float rawx = ubl.mesh_index_to_xpos[location.x_index], @@ -891,7 +891,7 @@ SERIAL_PROTOCOLLNPGM("Place Shim Under Nozzle and Perform Measurement."); do_blocking_move_to_z(in_height); do_blocking_move_to_xy((float(X_MAX_POS) - float(X_MIN_POS)) / 2.0, (float(Y_MAX_POS) - float(Y_MIN_POS)) / 2.0); - //, min( planner.max_feedrate_mm_s[X_AXIS], planner.max_feedrate_mm_s[Y_AXIS])/2.0); + //, min(planner.max_feedrate_mm_s[X_AXIS], planner.max_feedrate_mm_s[Y_AXIS])/2.0); const float z1 = use_encoder_wheel_to_measure_point(); do_blocking_move_to_z(current_position[Z_AXIS] + SIZE_OF_LITTLE_RAISE); @@ -997,7 +997,7 @@ bool g29_parameter_parsing() { #if ENABLED(ULTRA_LCD) - lcd_setstatuspgm("Doing G29 UBL!"); + lcd_setstatuspgm(PSTR("Doing G29 UBL!")); lcd_quick_feedback(); #endif @@ -1118,7 +1118,7 @@ ubl_state_recursion_chk++; if (ubl_state_recursion_chk != 1) { SERIAL_ECHOLNPGM("save_ubl_active_state_and_disabled() called multiple times in a row."); - lcd_setstatuspgm("save_UBL_active() error"); + lcd_setstatuspgm(PSTR("save_UBL_active() error")); lcd_quick_feedback(); return; } @@ -1129,7 +1129,7 @@ void restore_ubl_active_state_and_leave() { if (--ubl_state_recursion_chk) { SERIAL_ECHOLNPGM("restore_ubl_active_state_and_leave() called too many times."); - lcd_setstatuspgm("restore_UBL_active() error"); + lcd_setstatuspgm(PSTR("restore_UBL_active() error")); lcd_quick_feedback(); return; } @@ -1369,7 +1369,7 @@ memset(not_done, 0xFF, sizeof(not_done)); #if ENABLED(ULTRA_LCD) - lcd_setstatuspgm("Fine Tuning Mesh"); + lcd_setstatuspgm(PSTR("Fine Tuning Mesh")); #endif do_blocking_move_to_z(Z_CLEARANCE_DEPLOY_PROBE); @@ -1377,7 +1377,7 @@ do { if (do_ubl_mesh_map) ubl.display_map(map_type); - location = find_closest_mesh_point_of_type( SET_IN_BITMAP, lx, ly, 0, not_done, false); // The '0' says we want to use the nozzle's position + location = find_closest_mesh_point_of_type(SET_IN_BITMAP, lx, ly, 0, not_done, false); // The '0' says we want to use the nozzle's position // It doesn't matter if the probe can not reach this // location. This is a manual edit of the Mesh Point. if (location.x_index < 0 && location.y_index < 0) continue; // abort if we can't find any more points. @@ -1428,7 +1428,7 @@ lcd_return_to_status(); //SERIAL_PROTOCOLLNPGM("\nFine Tuning of Mesh Stopped."); do_blocking_move_to_z(Z_CLEARANCE_DEPLOY_PROBE); - lcd_setstatuspgm("Mesh Editing Stopped"); + lcd_setstatuspgm(PSTR("Mesh Editing Stopped")); while (ubl_lcd_clicked()) idle(); @@ -1456,69 +1456,68 @@ do_blocking_move_to_xy(lx, ly); #if ENABLED(ULTRA_LCD) - lcd_setstatuspgm("Done Editing Mesh"); + lcd_setstatuspgm(PSTR("Done Editing Mesh")); #endif SERIAL_ECHOLNPGM("Done Editing Mesh"); } - - void tilt_mesh_based_on_probed_grid( const bool do_ubl_mesh_map) { - int8_t grid_G_index_to_xpos[grid_size_G]; // UBL MESH X index to be probed - int8_t grid_G_index_to_ypos[grid_size_G]; // UBL MESH Y index to be probed - int8_t i, j ,k, xCount, yCount, G_X_index, G_Y_index; // counter variables + void tilt_mesh_based_on_probed_grid(const bool do_ubl_mesh_map) { + int8_t grid_G_index_to_xpos[grid_size_G], // UBL MESH X index to be probed + grid_G_index_to_ypos[grid_size_G], // UBL MESH Y index to be probed + i, j ,k, xCount, yCount, G_X_index, G_Y_index; // counter variables float z_values_G[grid_size_G][grid_size_G]; - struct linear_fit *results; + linear_fit *results; for (G_Y_index = 0; G_Y_index < grid_size_G; G_Y_index++) for (G_X_index = 0; G_X_index < grid_size_G; G_X_index++) z_values_G[G_X_index][G_Y_index] = NAN; - - uint8_t x_min = GRID_MAX_POINTS_X - 1; - uint8_t x_max = 0; - uint8_t y_min = GRID_MAX_POINTS_Y - 1; - uint8_t y_max = 0; - + + uint8_t x_min = GRID_MAX_POINTS_X - 1, + x_max = 0, + y_min = GRID_MAX_POINTS_Y - 1, + y_max = 0; + //find min & max probeable points in the mesh - for (xCount = 0; xCount < GRID_MAX_POINTS_X ; xCount++) { - for (yCount = 0; yCount < GRID_MAX_POINTS_Y ; yCount++) { + for (xCount = 0; xCount < GRID_MAX_POINTS_X; xCount++) { + for (yCount = 0; yCount < GRID_MAX_POINTS_Y; yCount++) { if (WITHIN(ubl.mesh_index_to_xpos[xCount], MIN_PROBE_X, MAX_PROBE_X) && WITHIN(ubl.mesh_index_to_ypos[yCount], MIN_PROBE_Y, MAX_PROBE_Y)) { - if (x_min > xCount) x_min = xCount; - if (x_max < xCount) x_max = xCount; - if (y_min > yCount) y_min = yCount; - if (y_max < yCount) y_max = yCount; + NOMORE(x_min, xCount); + NOLESS(x_max, xCount); + NOMORE(y_min, yCount); + NOLESS(y_max, yCount); } } } - - if ((x_max - x_min + 1) < (grid_size_G) || (y_max - y_min + 1) < (grid_size_G)) { + + if (x_max - x_min + 1 < grid_size_G || y_max - y_min + 1 < grid_size_G) { SERIAL_ECHOPAIR("ERROR - probeable UBL MESH smaller than grid - X points: ", x_max - x_min + 1); SERIAL_ECHOPAIR(" Y points: ", y_max - y_min + 1); SERIAL_ECHOLNPAIR(" grid: ", grid_size_G); return; } - + // populate X matrix for (G_X_index = 0; G_X_index < grid_size_G; G_X_index++) { - grid_G_index_to_xpos[G_X_index] = x_min + G_X_index * (x_max - x_min)/(grid_size_G - 1); - if (G_X_index > 0 && grid_G_index_to_xpos[G_X_index - 1] == grid_G_index_to_xpos[G_X_index] ) { + grid_G_index_to_xpos[G_X_index] = x_min + G_X_index * (x_max - x_min) / (grid_size_G - 1); + if (G_X_index > 0 && grid_G_index_to_xpos[G_X_index - 1] == grid_G_index_to_xpos[G_X_index]) { grid_G_index_to_xpos[G_X_index] = grid_G_index_to_xpos[G_X_index - 1] + 1; } } - + // populate Y matrix for (G_Y_index = 0; G_Y_index < grid_size_G; G_Y_index++) { - grid_G_index_to_ypos[G_Y_index] = y_min + G_Y_index * (y_max - y_min)/(grid_size_G - 1); - if (G_Y_index > 0 && grid_G_index_to_ypos[G_Y_index -1] == grid_G_index_to_ypos[G_Y_index] ) { + grid_G_index_to_ypos[G_Y_index] = y_min + G_Y_index * (y_max - y_min) / (grid_size_G - 1); + if (G_Y_index > 0 && grid_G_index_to_ypos[G_Y_index - 1] == grid_G_index_to_ypos[G_Y_index]) { grid_G_index_to_ypos[G_Y_index] = grid_G_index_to_ypos[G_Y_index - 1] + 1; } } - + ubl.has_control_of_lcd_panel = true; save_ubl_active_state_and_disable(); // we don't do bed level correction because we want the raw data when we probe - + DEPLOY_PROBE(); - + // this is a copy of the G29 AUTO_BED_LEVELING_BILINEAR method/code #undef PROBE_Y_FIRST #if ENABLED(PROBE_Y_FIRST) @@ -1532,15 +1531,15 @@ #define PR_INNER_VAR xCount #define PR_INNER_NUM grid_size_G #endif - + bool zig = PR_OUTER_NUM & 1; // Always end at RIGHT and BACK_PROBE_BED_POSITION - + // Outer loop is Y with PROBE_Y_FIRST disabled for (PR_OUTER_VAR = 0; PR_OUTER_VAR < PR_OUTER_NUM; PR_OUTER_VAR++) { - + int8_t inStart, inStop, inInc; - -SERIAL_ECHOPAIR("\nPR_OUTER_VAR: ", PR_OUTER_VAR); + + SERIAL_ECHOPAIR("\nPR_OUTER_VAR: ", PR_OUTER_VAR); if (zig) { // away from origin inStart = 0; @@ -1552,87 +1551,80 @@ SERIAL_ECHOPAIR("\nPR_OUTER_VAR: ", PR_OUTER_VAR); inStop = -1; inInc = -1; } - + zig = !zig; // zag - + // Inner loop is Y with PROBE_Y_FIRST enabled for (PR_INNER_VAR = inStart; PR_INNER_VAR != inStop; PR_INNER_VAR += inInc) { -SERIAL_ECHOPAIR("\nPR_INNER_VAR: ", PR_INNER_VAR); + //SERIAL_ECHOPAIR("\nPR_INNER_VAR: ", PR_INNER_VAR); + + //SERIAL_ECHOPAIR("\nCheckpoint: ", 1); -SERIAL_ECHOPAIR("\nCheckpoint: ", 1); - // end of G29 AUTO_BED_LEVELING_BILINEAR method/code if (ubl_lcd_clicked()) { -SERIAL_ECHOPAIR("\nCheckpoint: ", 2); + //SERIAL_ECHOPAIR("\nCheckpoint: ", 2); SERIAL_ECHOLNPGM("\nGrid only partially populated.\n"); lcd_quick_feedback(); STOW_PROBE(); -SERIAL_ECHOPAIR("\nCheckpoint: ", 3); + //SERIAL_ECHOPAIR("\nCheckpoint: ", 3); while (ubl_lcd_clicked()) idle(); -SERIAL_ECHOPAIR("\nCheckpoint: ", 4); - ubl.has_control_of_lcd_panel = false; - restore_ubl_active_state_and_leave(); - safe_delay(50); // Debounce the Encoder wheel - return; - } -SERIAL_ECHOPAIR("\nCheckpoint: ", 5); - + //SERIAL_ECHOPAIR("\nCheckpoint: ", 4); + ubl.has_control_of_lcd_panel = false; + restore_ubl_active_state_and_leave(); + safe_delay(50); // Debounce the Encoder wheel + return; + } + //SERIAL_ECHOPAIR("\nCheckpoint: ", 5); + const float probeX = ubl.mesh_index_to_xpos[grid_G_index_to_xpos[xCount]], //where we want the probe to be probeY = ubl.mesh_index_to_ypos[grid_G_index_to_ypos[yCount]]; -SERIAL_ECHOPAIR("\nCheckpoint: ", 6); - - const float measured_z = probe_pt(LOGICAL_X_POSITION(probeX), LOGICAL_Y_POSITION(probeY), code_seen('E'), (code_seen('V') && code_has_value()) ? code_value_int() : 0 ); // takes into account the offsets + //SERIAL_ECHOPAIR("\nCheckpoint: ", 6); -SERIAL_ECHOPAIR("\nmeasured_z: ", measured_z ); + const float measured_z = probe_pt(LOGICAL_X_POSITION(probeX), LOGICAL_Y_POSITION(probeY), code_seen('E'), (code_seen('V') && code_has_value()) ? code_value_int() : 0); // takes into account the offsets + + //SERIAL_ECHOPAIR("\nmeasured_z: ", measured_z); z_values_G[xCount][yCount] = measured_z; -//SERIAL_LNPGM("\nFine Tuning of Mesh Stopped."); + //SERIAL_ECHOLNPGM("\nFine Tuning of Mesh Stopped."); } } - -SERIAL_ECHO("\nDone probing...\n"); + //SERIAL_ECHOLNPGM("\nDone probing...\n"); STOW_PROBE(); restore_ubl_active_state_and_leave(); -// ?? ubl.has_control_of_lcd_panel = true; -// do_blocking_move_to_xy(ubl.mesh_index_to_xpos[grid_G_index_to_xpos[0]], ubl.mesh_index_to_ypos[grid_G_index_to_ypos[0]]); - + // ?? ubl.has_control_of_lcd_panel = true; + //do_blocking_move_to_xy(ubl.mesh_index_to_xpos[grid_G_index_to_xpos[0]], ubl.mesh_index_to_ypos[grid_G_index_to_ypos[0]]); + // least squares code -double xxx9[] = { 0,50,100,150,200, 20,70,120,165,195, 0,50,100,150,200, 0,55,100,150,200, 0,65,100,150,205 }; -double yyy9[] = { 0, 1, 2, 3, 4, 50, 51, 52, 53, 54, 100, 101,102,103,104, 150,151,152,153,154, 200,201,202,203,204 }; -double zzz9[] = { 0.01,.002,-.01,-.02,0, 0.01,.002,-.01,-.02,0, 0.01,.002,-.01,-.02,0, 0.01,.002,-.01,-.02,0, 0.01,.002,-.01,-.012,0.01}; -int nine_size = sizeof(xxx9) / sizeof(double); + double xxx9[] = { 0,50,100,150,200, 20,70,120,165,195, 0,50,100,150,200, 0,55,100,150,200, 0,65,100,150,205 }, + yyy9[] = { 0, 1, 2, 3, 4, 50, 51, 52, 53, 54, 100, 101,102,103,104, 150,151,152,153,154, 200,201,202,203,204 }, + zzz9[] = { 0.01,.002,-.01,-.02,0, 0.01,.002,-.01,-.02,0, 0.01,.002,-.01,-.02,0, 0.01,.002,-.01,-.02,0, 0.01,.002,-.01,-.012,0.01}, + xxx0[] = { 0.0, 0.0, 1.0 }, // Expect [0,0,0.1,0] + yyy0[] = { 0.0, 1.0, 0.0 }, + zzz0[] = { 0.1, 0.1, 0.1 }, + xxx[] = { 0.0, 0.0, 1.0, 1.0 }, // Expect [0.1,0,0.05,0] + yyy[] = { 0.0, 1.0, 0.0, 1.0 }, + zzz[] = { 0.05, 0.05, 0.15, 0.15 }; -double xxx0[] = { 0.0, 0.0, 1.0 }; // Expect [0,0,0.1,0] -double yyy0[] = { 0.0, 1.0, 0.0 }; -double zzz0[] = { 0.1, 0.1, 0.1 }; -int zero_size = sizeof(xxx0) / sizeof(double); + results = lsf_linear_fit(xxx9, yyy9, zzz9, COUNT(xxx9)); + SERIAL_ECHOPAIR("\nxxx9->A =", results->A); + SERIAL_ECHOPAIR("\nxxx9->B =", results->B); + SERIAL_ECHOPAIR("\nxxx9->D =", results->D); + SERIAL_EOL; -double xxx[] = { 0.0, 0.0, 1.0, 1.0 }; // Expect [0.1,0,0.05,0] -double yyy[] = { 0.0, 1.0, 0.0, 1.0 }; -double zzz[] = { 0.05, 0.05, 0.15, 0.15 }; -int three_size = sizeof(xxx) / sizeof(double); + results = lsf_linear_fit(xxx0, yyy0, zzz0, COUNT(xxx0)); + SERIAL_ECHOPAIR("\nxxx0->A =", results->A); + SERIAL_ECHOPAIR("\nxxx0->B =", results->B); + SERIAL_ECHOPAIR("\nxxx0->D =", results->D); + SERIAL_EOL; - results = lsf_linear_fit(xxx9, yyy9, zzz9, nine_size); -SERIAL_ECHOPAIR("\nxxx9->A =", results->A); -SERIAL_ECHOPAIR("\nxxx9->B =", results->B); -SERIAL_ECHOPAIR("\nxxx9->D =", results->D); -SERIAL_ECHO("\n"); + results = lsf_linear_fit(xxx, yyy, zzz, COUNT(xxx)); + SERIAL_ECHOPAIR("\nxxx->A =", results->A); + SERIAL_ECHOPAIR("\nxxx->B =", results->B); + SERIAL_ECHOPAIR("\nxxx->D =", results->D); + SERIAL_EOL; - results = lsf_linear_fit(xxx0, yyy0, zzz0, zero_size); -SERIAL_ECHOPAIR("\nxxx0->A =", results->A); -SERIAL_ECHOPAIR("\nxxx0->B =", results->B); -SERIAL_ECHOPAIR("\nxxx0->D =", results->D); -SERIAL_ECHO("\n"); - - results = lsf_linear_fit(xxx, yyy, zzz, three_size); -SERIAL_ECHOPAIR("\nxxx->A =", results->A); -SERIAL_ECHOPAIR("\nxxx->B =", results->B); -SERIAL_ECHOPAIR("\nxxx->D =", results->D); -SERIAL_ECHO("\n"); - - return; } // end of tilt_mesh_based_on_probed_grid() #endif // AUTO_BED_LEVELING_UBL