adafruit_bno055 / utility / matrix.h @ 5e9f001d
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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 | b5582106 | Gé Vissers | Bug fixes and cleanups by Gé Vissers (gvissers@gmail.com)
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7 | |||
8 | 4bc1c0c1 | Kevin Townsend | This program is free software: you can redistribute it and/or modify
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9 | it under the terms of the GNU General Public License as published by
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10 | the Free Software Foundation, either version 3 of the License, or
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11 | (at your option) any later version.
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12 | |||
13 | This program is distributed in the hope that it will be useful,
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14 | but WITHOUT ANY WARRANTY; without even the implied warranty of
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15 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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16 | GNU General Public License for more details.
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17 | |||
18 | You should have received a copy of the GNU General Public License
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19 | along with this program. If not, see <http://www.gnu.org/licenses/>.
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20 | */
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21 | |||
22 | #ifndef IMUMATH_MATRIX_HPP
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23 | #define IMUMATH_MATRIX_HPP
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24 | |||
25 | #include <string.h> |
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26 | #include <stdint.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 | 55604844 | Gé Vissers | Matrix<N-1> minor_matrix(int row, int col) const |
176 | 4bc1c0c1 | Kevin Townsend | { |
177 | Matrix<N-1> ret;
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178 | 55604844 | Gé Vissers | for (int i = 0, im = 0; i < N; i++) |
179 | 4bc1c0c1 | Kevin Townsend | { |
180 | 55604844 | Gé Vissers | if (i == row)
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181 | continue;
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182 | |||
183 | for (int j = 0, jm = 0; j < N; j++) |
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184 | 4bc1c0c1 | Kevin Townsend | { |
185 | 55604844 | Gé Vissers | if (j != col)
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186 | 4bc1c0c1 | Kevin Townsend | { |
187 | 55604844 | Gé Vissers | ret(im, jm++) = cell(i, j); |
188 | 4bc1c0c1 | Kevin Townsend | } |
189 | } |
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190 | 55604844 | Gé Vissers | im++; |
191 | 4bc1c0c1 | Kevin Townsend | } |
192 | return ret;
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193 | } |
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194 | |||
195 | 322c0d59 | Gé Vissers | double determinant() const |
196 | 4bc1c0c1 | Kevin Townsend | { |
197 | ba125e3b | Gé Vissers | // specialization for N == 1 given below this class
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198 | double det = 0.0, sign = 1.0; |
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199 | for (int i = 0; i < N; ++i, sign = -sign) |
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200 | det += sign * cell(0, i) * minor_matrix(0, i).determinant(); |
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201 | 4bc1c0c1 | Kevin Townsend | return det;
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202 | } |
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203 | |||
204 | 322c0d59 | Gé Vissers | Matrix invert() const
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205 | 4bc1c0c1 | Kevin Townsend | { |
206 | Matrix ret; |
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207 | 02609f56 | Gé Vissers | double det = determinant();
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208 | 4bc1c0c1 | Kevin Townsend | |
209 | 322c0d59 | Gé Vissers | for (int i = 0; i < N; i++) |
210 | 4bc1c0c1 | Kevin Townsend | { |
211 | 322c0d59 | Gé Vissers | for (int j = 0; j < N; j++) |
212 | 4bc1c0c1 | Kevin Townsend | { |
213 | 322c0d59 | Gé Vissers | ret(i, j) = minor_matrix(j, i).determinant() / det; |
214 | if ((i+j)%2 == 1) |
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215 | ret(i, j) = -ret(i, j); |
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216 | 4bc1c0c1 | Kevin Townsend | } |
217 | } |
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218 | return ret;
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219 | } |
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220 | |||
221 | e8e79779 | Gé Vissers | double trace() const |
222 | { |
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223 | double tr = 0.0; |
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224 | for (int i = 0; i < N; ++i) |
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225 | tr += cell(i, i); |
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226 | return tr;
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227 | } |
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228 | |||
229 | 4bc1c0c1 | Kevin Townsend | private:
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230 | 02609f56 | Gé Vissers | double _cell_data[N*N];
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231 | 4bc1c0c1 | Kevin Townsend | }; |
232 | |||
233 | |||
234 | ba125e3b | Gé Vissers | template<> |
235 | inline double Matrix<1>::determinant() const |
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236 | { |
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237 | return cell(0, 0); |
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238 | } |
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239 | |||
240 | 4bc1c0c1 | Kevin Townsend | }; |
241 | |||
242 | #endif
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