adafruit_bno055 / utility / matrix.h @ 463eabf7
History | View | Annotate | Download (5.089 KB)
1 |
/*
|
---|---|
2 |
Inertial Measurement Unit Maths Library
|
3 |
Copyright (C) 2013-2014 Samuel Cowen
|
4 |
www.camelsoftware.com
|
5 |
|
6 |
This program is free software: you can redistribute it and/or modify
|
7 |
it under the terms of the GNU General Public License as published by
|
8 |
the Free Software Foundation, either version 3 of the License, or
|
9 |
(at your option) any later version.
|
10 |
|
11 |
This program is distributed in the hope that it will be useful,
|
12 |
but WITHOUT ANY WARRANTY; without even the implied warranty of
|
13 |
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
14 |
GNU General Public License for more details.
|
15 |
|
16 |
You should have received a copy of the GNU General Public License
|
17 |
along with this program. If not, see <http://www.gnu.org/licenses/>.
|
18 |
*/
|
19 |
|
20 |
#ifndef IMUMATH_MATRIX_HPP
|
21 |
#define IMUMATH_MATRIX_HPP
|
22 |
|
23 |
#include <stdlib.h> |
24 |
#include <string.h> |
25 |
#include <stdint.h> |
26 |
#include <math.h> |
27 |
|
28 |
namespace imu |
29 |
{ |
30 |
|
31 |
|
32 |
template <uint8_t N> class Matrix |
33 |
{ |
34 |
public:
|
35 |
Matrix() |
36 |
{ |
37 |
int r = sizeof(double)*N; |
38 |
_cell = &_cell_data[0];
|
39 |
memset(_cell, 0, r*r);
|
40 |
} |
41 |
|
42 |
Matrix(const Matrix &v)
|
43 |
{ |
44 |
int r = sizeof(double)*N; |
45 |
_cell = &_cell_data[0];
|
46 |
memset(_cell, 0, r*r);
|
47 |
for (int x = 0; x < N; x++ ) |
48 |
{ |
49 |
for(int y = 0; y < N; y++) |
50 |
{ |
51 |
_cell[x*N+y] = v._cell[x*N+y]; |
52 |
} |
53 |
} |
54 |
} |
55 |
|
56 |
~Matrix() |
57 |
{ |
58 |
} |
59 |
|
60 |
void operator = (Matrix m)
|
61 |
{ |
62 |
for(int x = 0; x < N; x++) |
63 |
{ |
64 |
for(int y = 0; y < N; y++) |
65 |
{ |
66 |
cell(x, y) = m.cell(x, y); |
67 |
} |
68 |
} |
69 |
} |
70 |
|
71 |
Vector<N> row_to_vector(int y)
|
72 |
{ |
73 |
Vector<N> ret; |
74 |
for(int i = 0; i < N; i++) |
75 |
{ |
76 |
ret[i] = _cell[y*N+i]; |
77 |
} |
78 |
return ret;
|
79 |
} |
80 |
|
81 |
Vector<N> col_to_vector(int x)
|
82 |
{ |
83 |
Vector<N> ret; |
84 |
for(int i = 0; i < N; i++) |
85 |
{ |
86 |
ret[i] = _cell[i*N+x]; |
87 |
} |
88 |
return ret;
|
89 |
} |
90 |
|
91 |
void vector_to_row(Vector<N> v, int row) |
92 |
{ |
93 |
for(int i = 0; i < N; i++) |
94 |
{ |
95 |
cell(row, i) = v(i); |
96 |
} |
97 |
} |
98 |
|
99 |
void vector_to_col(Vector<N> v, int col) |
100 |
{ |
101 |
for(int i = 0; i < N; i++) |
102 |
{ |
103 |
cell(i, col) = v(i); |
104 |
} |
105 |
} |
106 |
|
107 |
double& operator ()(int x, int y) |
108 |
{ |
109 |
return _cell[x*N+y];
|
110 |
} |
111 |
|
112 |
double& cell(int x, int y) |
113 |
{ |
114 |
return _cell[x*N+y];
|
115 |
} |
116 |
|
117 |
|
118 |
Matrix operator + (Matrix m) |
119 |
{ |
120 |
Matrix ret; |
121 |
for(int x = 0; x < N; x++) |
122 |
{ |
123 |
for(int y = 0; y < N; y++) |
124 |
{ |
125 |
ret._cell[x*N+y] = _cell[x*N+y] + m._cell[x*N+y]; |
126 |
} |
127 |
} |
128 |
return ret;
|
129 |
} |
130 |
|
131 |
Matrix operator - (Matrix m) |
132 |
{ |
133 |
Matrix ret; |
134 |
for(int x = 0; x < N; x++) |
135 |
{ |
136 |
for(int y = 0; y < N; y++) |
137 |
{ |
138 |
ret._cell[x*N+y] = _cell[x*N+y] - m._cell[x*N+y]; |
139 |
} |
140 |
} |
141 |
return ret;
|
142 |
} |
143 |
|
144 |
Matrix operator * (double scalar)
|
145 |
{ |
146 |
Matrix ret; |
147 |
for(int x = 0; x < N; x++) |
148 |
{ |
149 |
for(int y = 0; y < N; y++) |
150 |
{ |
151 |
ret._cell[x*N+y] = _cell[x*N+y] * scalar; |
152 |
} |
153 |
} |
154 |
return ret;
|
155 |
} |
156 |
|
157 |
Matrix operator * (Matrix m) |
158 |
{ |
159 |
Matrix ret; |
160 |
for(int x = 0; x < N; x++) |
161 |
{ |
162 |
for(int y = 0; y < N; y++) |
163 |
{ |
164 |
Vector<N> row = row_to_vector(x); |
165 |
Vector<N> col = m.col_to_vector(y); |
166 |
ret.cell(x, y) = row.dot(col); |
167 |
} |
168 |
} |
169 |
return ret;
|
170 |
} |
171 |
|
172 |
Matrix transpose() |
173 |
{ |
174 |
Matrix ret; |
175 |
for(int x = 0; x < N; x++) |
176 |
{ |
177 |
for(int y = 0; y < N; y++) |
178 |
{ |
179 |
ret.cell(y, x) = cell(x, y); |
180 |
} |
181 |
} |
182 |
return ret;
|
183 |
} |
184 |
|
185 |
Matrix<N-1> minor_matrix(int row, int col) |
186 |
{ |
187 |
int colCount = 0, rowCount = 0; |
188 |
Matrix<N-1> ret;
|
189 |
for(int i = 0; i < N; i++ ) |
190 |
{ |
191 |
if( i != row )
|
192 |
{ |
193 |
for(int j = 0; j < N; j++ ) |
194 |
{ |
195 |
if( j != col )
|
196 |
{ |
197 |
ret(rowCount, colCount) = cell(i, j); |
198 |
colCount++; |
199 |
} |
200 |
} |
201 |
rowCount++; |
202 |
} |
203 |
} |
204 |
return ret;
|
205 |
} |
206 |
|
207 |
double determinant()
|
208 |
{ |
209 |
if(N == 1) |
210 |
return cell(0, 0); |
211 |
|
212 |
float det = 0.0; |
213 |
for(int i = 0; i < N; i++ ) |
214 |
{ |
215 |
Matrix<N-1> minor = minor_matrix(0, i); |
216 |
det += (i%2==1?-1.0:1.0) * cell(0, i) * minor.determinant(); |
217 |
} |
218 |
return det;
|
219 |
} |
220 |
|
221 |
Matrix invert() |
222 |
{ |
223 |
Matrix ret; |
224 |
float det = determinant();
|
225 |
|
226 |
for(int x = 0; x < N; x++) |
227 |
{ |
228 |
for(int y = 0; y < N; y++) |
229 |
{ |
230 |
Matrix<N-1> minor = minor_matrix(y, x);
|
231 |
ret(x, y) = det*minor.determinant(); |
232 |
if( (x+y)%2 == 1) |
233 |
ret(x, y) = -ret(x, y); |
234 |
} |
235 |
} |
236 |
return ret;
|
237 |
} |
238 |
|
239 |
private:
|
240 |
double* _cell;
|
241 |
double _cell_data[N*N];
|
242 |
}; |
243 |
|
244 |
|
245 |
}; |
246 |
|
247 |
#endif
|
248 |
|