adafruit_bno055 / utility / matrix.h @ b79e511b
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1 | 4bc1c0c1 | Kevin Townsend | /*
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2 | Inertial Measurement Unit Maths Library
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3 | Copyright (C) 2013-2014 Samuel Cowen
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4 | d964148c | Tony DiCola | www.camelsoftware.com
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5 | 4bc1c0c1 | Kevin Townsend | |
6 | This program is free software: you can redistribute it and/or modify
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7 | it under the terms of the GNU General Public License as published by
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8 | the Free Software Foundation, either version 3 of the License, or
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9 | (at your option) any later version.
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10 | |||
11 | This program is distributed in the hope that it will be useful,
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12 | but WITHOUT ANY WARRANTY; without even the implied warranty of
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13 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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14 | GNU General Public License for more details.
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15 | |||
16 | You should have received a copy of the GNU General Public License
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17 | along with this program. If not, see <http://www.gnu.org/licenses/>.
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18 | */
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19 | |||
20 | #ifndef IMUMATH_MATRIX_HPP
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21 | #define IMUMATH_MATRIX_HPP
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22 | |||
23 | #include <stdlib.h> |
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24 | #include <string.h> |
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25 | #include <stdint.h> |
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26 | #include <math.h> |
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27 | |||
28 | c2a8045b | Gé Vissers | #include "vector.h" |
29 | |||
30 | 4bc1c0c1 | Kevin Townsend | namespace imu |
31 | { |
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32 | |||
33 | |||
34 | template <uint8_t N> class Matrix |
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35 | { |
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36 | public:
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37 | d964148c | Tony DiCola | Matrix() |
38 | { |
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39 | b79e511b | Gé Vissers | memset(_cell_data, 0, N*N*sizeof(double)); |
40 | d964148c | Tony DiCola | } |
41 | 4bc1c0c1 | Kevin Townsend | |
42 | 8208cc49 | Gé Vissers | Matrix(const Matrix &m)
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43 | 4bc1c0c1 | Kevin Townsend | { |
44 | 8208cc49 | Gé Vissers | for (int ij = 0; ij < N*N; ++ij) |
45 | 4bc1c0c1 | Kevin Townsend | { |
46 | 8208cc49 | Gé Vissers | _cell_data[ij] = m._cell_data[ij]; |
47 | 4bc1c0c1 | Kevin Townsend | } |
48 | } |
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49 | |||
50 | ~Matrix() |
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51 | { |
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52 | } |
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53 | |||
54 | 8208cc49 | Gé Vissers | Matrix& operator=(const Matrix& m)
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55 | 4bc1c0c1 | Kevin Townsend | { |
56 | 8208cc49 | Gé Vissers | for (int ij = 0; ij < N*N; ++ij) |
57 | 4bc1c0c1 | Kevin Townsend | { |
58 | 8208cc49 | Gé Vissers | _cell_data[ij] = m._cell_data[ij]; |
59 | 4bc1c0c1 | Kevin Townsend | } |
60 | 9f03e367 | Gé Vissers | return *this;
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61 | 4bc1c0c1 | Kevin Townsend | } |
62 | |||
63 | 9f03e367 | Gé Vissers | Vector<N> row_to_vector(int i) const |
64 | 4bc1c0c1 | Kevin Townsend | { |
65 | Vector<N> ret; |
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66 | 9f03e367 | Gé Vissers | for (int j = 0; j < N; j++) |
67 | 4bc1c0c1 | Kevin Townsend | { |
68 | 9f03e367 | Gé Vissers | ret[j] = cell(i, j); |
69 | 4bc1c0c1 | Kevin Townsend | } |
70 | return ret;
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71 | } |
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72 | |||
73 | 9f03e367 | Gé Vissers | Vector<N> col_to_vector(int j) const |
74 | 4bc1c0c1 | Kevin Townsend | { |
75 | Vector<N> ret; |
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76 | 9f03e367 | Gé Vissers | for (int i = 0; i < N; i++) |
77 | 4bc1c0c1 | Kevin Townsend | { |
78 | 9f03e367 | Gé Vissers | ret[i] = cell(i, j); |
79 | 4bc1c0c1 | Kevin Townsend | } |
80 | return ret;
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81 | } |
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82 | |||
83 | 9f03e367 | Gé Vissers | void vector_to_row(const Vector<N>& v, int i) |
84 | 4bc1c0c1 | Kevin Townsend | { |
85 | 9f03e367 | Gé Vissers | for (int j = 0; j < N; j++) |
86 | 4bc1c0c1 | Kevin Townsend | { |
87 | 9f03e367 | Gé Vissers | cell(i, j) = v[j]; |
88 | 4bc1c0c1 | Kevin Townsend | } |
89 | } |
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90 | |||
91 | 9f03e367 | Gé Vissers | void vector_to_col(const Vector<N>& v, int j) |
92 | 4bc1c0c1 | Kevin Townsend | { |
93 | 9f03e367 | Gé Vissers | for (int i = 0; i < N; i++) |
94 | 4bc1c0c1 | Kevin Townsend | { |
95 | 9f03e367 | Gé Vissers | cell(i, j) = v[i]; |
96 | 4bc1c0c1 | Kevin Townsend | } |
97 | } |
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98 | |||
99 | 9c729628 | Gé Vissers | double operator()(int i, int j) const |
100 | 4bc1c0c1 | Kevin Townsend | { |
101 | 9c729628 | Gé Vissers | return cell(i, j);
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102 | } |
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103 | double& operator()(int i, int j) |
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104 | { |
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105 | return cell(i, j);
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106 | 4bc1c0c1 | Kevin Townsend | } |
107 | |||
108 | 9c729628 | Gé Vissers | double cell(int i, int j) const |
109 | { |
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110 | return _cell_data[i*N+j];
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111 | } |
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112 | double& cell(int i, int j) |
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113 | 4bc1c0c1 | Kevin Townsend | { |
114 | 9c729628 | Gé Vissers | return _cell_data[i*N+j];
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115 | 4bc1c0c1 | Kevin Townsend | } |
116 | |||
117 | |||
118 | 364879d2 | Gé Vissers | Matrix operator+(const Matrix& m) const |
119 | 4bc1c0c1 | Kevin Townsend | { |
120 | Matrix ret; |
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121 | 364879d2 | Gé Vissers | for (int ij = 0; ij < N*N; ++ij) |
122 | 4bc1c0c1 | Kevin Townsend | { |
123 | 364879d2 | Gé Vissers | ret._cell_data[ij] = _cell_data[ij] + m._cell_data[ij]; |
124 | 4bc1c0c1 | Kevin Townsend | } |
125 | return ret;
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126 | } |
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127 | |||
128 | 364879d2 | Gé Vissers | Matrix operator-(const Matrix& m) const |
129 | 4bc1c0c1 | Kevin Townsend | { |
130 | Matrix ret; |
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131 | 364879d2 | Gé Vissers | for (int ij = 0; ij < N*N; ++ij) |
132 | 4bc1c0c1 | Kevin Townsend | { |
133 | 364879d2 | Gé Vissers | ret._cell_data[ij] = _cell_data[ij] - m._cell_data[ij]; |
134 | 4bc1c0c1 | Kevin Townsend | } |
135 | return ret;
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136 | } |
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137 | |||
138 | 364879d2 | Gé Vissers | Matrix operator*(double scalar) const |
139 | 4bc1c0c1 | Kevin Townsend | { |
140 | Matrix ret; |
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141 | 364879d2 | Gé Vissers | for (int ij = 0; ij < N*N; ++ij) |
142 | 4bc1c0c1 | Kevin Townsend | { |
143 | 364879d2 | Gé Vissers | ret._cell_data[ij] = _cell_data[ij] * scalar; |
144 | 4bc1c0c1 | Kevin Townsend | } |
145 | return ret;
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146 | } |
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147 | |||
148 | 771690b8 | Gé Vissers | Matrix operator*(const Matrix& m) const |
149 | 4bc1c0c1 | Kevin Townsend | { |
150 | Matrix ret; |
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151 | 771690b8 | Gé Vissers | for (int i = 0; i < N; i++) |
152 | 4bc1c0c1 | Kevin Townsend | { |
153 | 771690b8 | Gé Vissers | Vector<N> row = row_to_vector(i); |
154 | for (int j = 0; j < N; j++) |
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155 | 4bc1c0c1 | Kevin Townsend | { |
156 | b5f89f32 | Gé Vissers | ret(i, j) = row.dot(m.col_to_vector(j)); |
157 | 4bc1c0c1 | Kevin Townsend | } |
158 | } |
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159 | return ret;
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160 | } |
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161 | |||
162 | b5f89f32 | Gé Vissers | Matrix transpose() const
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163 | 4bc1c0c1 | Kevin Townsend | { |
164 | Matrix ret; |
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165 | b5f89f32 | Gé Vissers | for (int i = 0; i < N; i++) |
166 | 4bc1c0c1 | Kevin Townsend | { |
167 | b5f89f32 | Gé Vissers | for (int j = 0; j < N; j++) |
168 | 4bc1c0c1 | Kevin Townsend | { |
169 | b5f89f32 | Gé Vissers | ret(j, i) = cell(i, j); |
170 | 4bc1c0c1 | Kevin Townsend | } |
171 | } |
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172 | return ret;
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173 | } |
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174 | |||
175 | Matrix<N-1> minor_matrix(int row, int col) |
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176 | { |
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177 | int colCount = 0, rowCount = 0; |
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178 | Matrix<N-1> ret;
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179 | for(int i = 0; i < N; i++ ) |
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180 | { |
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181 | if( i != row )
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182 | { |
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183 | for(int j = 0; j < N; j++ ) |
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184 | { |
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185 | if( j != col )
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186 | { |
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187 | ret(rowCount, colCount) = cell(i, j); |
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188 | colCount++; |
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189 | } |
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190 | } |
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191 | rowCount++; |
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192 | } |
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193 | } |
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194 | return ret;
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195 | } |
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196 | |||
197 | double determinant()
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198 | { |
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199 | if(N == 1) |
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200 | return cell(0, 0); |
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201 | |||
202 | float det = 0.0; |
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203 | for(int i = 0; i < N; i++ ) |
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204 | { |
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205 | Matrix<N-1> minor = minor_matrix(0, i); |
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206 | det += (i%2==1?-1.0:1.0) * cell(0, i) * minor.determinant(); |
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207 | } |
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208 | return det;
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209 | } |
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210 | |||
211 | Matrix invert() |
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212 | { |
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213 | Matrix ret; |
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214 | float det = determinant();
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215 | |||
216 | for(int x = 0; x < N; x++) |
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217 | { |
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218 | for(int y = 0; y < N; y++) |
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219 | { |
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220 | Matrix<N-1> minor = minor_matrix(y, x);
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221 | ret(x, y) = det*minor.determinant(); |
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222 | if( (x+y)%2 == 1) |
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223 | ret(x, y) = -ret(x, y); |
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224 | } |
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225 | } |
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226 | return ret;
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227 | } |
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228 | |||
229 | private:
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230 | d964148c | Tony DiCola | double _cell_data[N*N];
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231 | 4bc1c0c1 | Kevin Townsend | }; |
232 | |||
233 | |||
234 | }; |
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235 | |||
236 | #endif
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