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Directory: ./
File: src/tasks/task-joint-posVelAcc-bounds.cpp
Date: 2024-11-10 01:12:44
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1 //
2 // Copyright (c) 2017 CNRS
3 //
4 // This file is part of tsid
5 // tsid is free software: you can redistribute it
6 // and/or modify it under the terms of the GNU Lesser General Public
7 // License as published by the Free Software Foundation, either version
8 // 3 of the License, or (at your option) any later version.
9 // tsid is distributed in the hope that it will be
10 // useful, but WITHOUT ANY WARRANTY; without even the implied warranty
11 // of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
12 // General Lesser Public License for more details. You should have
13 // received a copy of the GNU Lesser General Public License along with
14 // tsid If not, see
15 // <http://www.gnu.org/licenses/>.
16 //
17
18 #include <tsid/tasks/task-joint-posVelAcc-bounds.hpp>
19 #include "tsid/robots/robot-wrapper.hpp"
20 // #include <tsid/utils/stop-watch.hpp>
21
22 /** This class has been implemented following :
23 * Andrea del Prete. Joint Position and Velocity Bounds in Discrete-Time
24 * Acceleration/Torque Control of Robot Manipulators. IEEE Robotics and
25 * Automation Letters, IEEE 2018, 3 (1),
26 * pp.281-288.￿10.1109/LRA.2017.2738321￿. hal-01356989v3 And
27 * https://github.com/andreadelprete/pinocchio_inv_dyn/blob/master/python/pinocchio_inv_dyn/acc_bounds_util.py
28 */
29 namespace tsid {
30 namespace tasks {
31 using namespace math;
32 using namespace trajectories;
33 using namespace pinocchio;
34
35 TaskJointPosVelAccBounds::TaskJointPosVelAccBounds(const std::string& name,
36 RobotWrapper& robot,
37 double dt, bool verbose)
38 : TaskMotion(name, robot),
39 m_constraint(name, robot.na(), robot.nv()),
40 m_dt(2 * dt),
41 m_verbose(verbose),
42 m_nv(robot.nv()),
43 m_na(robot.na()) {
44 PINOCCHIO_CHECK_INPUT_ARGUMENT(dt > 0.0, "dt needs to be positive");
45 m_eps = 1e-10;
46 m_qMin = Vector::Constant(m_na, 1, -1e10);
47 m_qMax = Vector::Constant(m_na, 1, 1e10);
48 m_dqMax = Vector::Constant(m_na, 1, 1e10);
49 m_ddqMax = Vector::Constant(m_na, 1, 1e10);
50 m_impose_position_bounds = false;
51 m_impose_velocity_bounds = false;
52 m_impose_viability_bounds = false;
53 m_impose_acceleration_bounds = false;
54
55 // Used in computeAccLimitsFromPosLimits
56 m_two_dt_sq = 2.0 / (m_dt * m_dt);
57 m_ddqMax_q3 = Vector::Zero(m_na);
58 m_ddqMin_q3 = Vector::Zero(m_na);
59 m_ddqMax_q2 = Vector::Zero(m_na);
60 m_ddqMin_q2 = Vector::Zero(m_na);
61 m_minus_dq_over_dt = Vector::Zero(m_na);
62
63 // Used in computeAccLimitsFromViability
64 m_dt_square = m_dt * m_dt;
65 m_two_a = 2 * m_dt_square;
66 m_dt_dq = Vector::Zero(m_na);
67 m_dt_two_dq = Vector::Zero(m_na);
68 m_two_ddqMax = Vector::Zero(m_na);
69 m_dt_ddqMax_dt = Vector::Zero(m_na);
70 m_dq_square = Vector::Zero(m_na);
71 m_q_plus_dt_dq = Vector::Zero(m_na);
72 m_b_1 = Vector::Zero(m_na);
73 m_b_2 = Vector::Zero(m_na);
74 m_ddq_1 = Vector::Zero(m_na);
75 m_ddq_2 = Vector::Zero(m_na);
76 m_c_1 = Vector::Zero(m_na);
77 m_delta_1 = Vector::Zero(m_na);
78 m_c_2 = Vector::Zero(m_na);
79 m_delta_2 = Vector::Zero(m_na);
80
81 // Used in computeAccLimits
82 m_ub = Vector::Constant(4, 1, 1e10);
83 m_lb = Vector::Constant(4, 1, -1e10);
84
85 m_ddqLBPos = Vector::Constant(m_na, 1, -1e10);
86 m_ddqUBPos = Vector::Constant(m_na, 1, 1e10);
87 m_ddqLBVia = Vector::Constant(m_na, 1, -1e10);
88 m_ddqUBVia = Vector::Constant(m_na, 1, 1e10);
89 m_ddqLBVel = Vector::Constant(m_na, 1, -1e10);
90 m_ddqUBVel = Vector::Constant(m_na, 1, 1e10);
91 m_ddqLBAcc = Vector::Constant(m_na, 1, -1e10);
92 m_ddqUBAcc = Vector::Constant(m_na, 1, 1e10);
93 m_ddqLB = Vector::Constant(m_na, 1, -1e10);
94 m_ddqUB = Vector::Constant(m_na, 1, 1e10);
95 m_viabViol = Vector::Zero(m_na);
96
97 m_qa = Vector::Zero(m_na);
98 m_dqa = Vector::Zero(m_na);
99
100 Vector m = Vector::Ones(robot.na());
101 setMask(m);
102
103 for (int i = 0; i < m_na; i++) {
104 m_constraint.upperBound()(i) = 1e10;
105 m_constraint.lowerBound()(i) = -1e10;
106 }
107 }
108
109 const Vector& TaskJointPosVelAccBounds::mask() const { return m_mask; }
110
111 void TaskJointPosVelAccBounds::mask(const Vector& m) {
112 // std::cerr<<"The method TaskJointPosVelAccBounds::mask is deprecated. Use
113 // TaskJointPosVelAccBounds::setMask instead.\n";
114 return setMask(m);
115 }
116
117 void TaskJointPosVelAccBounds::setMask(ConstRefVector m) {
118 PINOCCHIO_CHECK_INPUT_ARGUMENT(m.size() == m_robot.na(),
119 "The size of the mask vector needs to equal " +
120 std::to_string(m_robot.na()));
121 m_mask = m;
122 const Vector::Index dim = static_cast<Vector::Index>(m.sum());
123 Matrix S = Matrix::Zero(dim, m_robot.nv());
124 m_activeAxes.resize(dim);
125 unsigned int j = 0;
126 for (unsigned int i = 0; i < m.size(); i++)
127 if (m(i) != 0.0) {
128 PINOCCHIO_CHECK_INPUT_ARGUMENT(
129 m(i) == 1.0, "Mask entries need to be either 0.0 or 1.0");
130 S(j, m_robot.nv() - m_robot.na() + i) = 1.0;
131 m_activeAxes(j) = i;
132 j++;
133 }
134 m_constraint.resize((unsigned int)dim, m_robot.nv());
135 m_constraint.setMatrix(S);
136 }
137
138 int TaskJointPosVelAccBounds::dim() const { return m_na; }
139
140 const Vector& TaskJointPosVelAccBounds::getAccelerationBounds() const {
141 return m_ddqMax;
142 }
143
144 const Vector& TaskJointPosVelAccBounds::getVelocityBounds() const {
145 return m_dqMax;
146 }
147
148 const Vector& TaskJointPosVelAccBounds::getPositionLowerBounds() const {
149 return m_qMin;
150 }
151
152 const Vector& TaskJointPosVelAccBounds::getPositionUpperBounds() const {
153 return m_qMax;
154 }
155
156 void TaskJointPosVelAccBounds::setTimeStep(double dt) {
157 PINOCCHIO_CHECK_INPUT_ARGUMENT(dt > 0.0, "dt needs to be positive");
158 m_dt = dt;
159 }
160
161 void TaskJointPosVelAccBounds::setVerbose(bool verbose) { m_verbose = verbose; }
162
163 void TaskJointPosVelAccBounds::setPositionBounds(ConstRefVector lower,
164 ConstRefVector upper) {
165 PINOCCHIO_CHECK_INPUT_ARGUMENT(
166 lower.size() == m_na,
167 "The size of the lower position bounds vector needs to equal " +
168 std::to_string(m_na));
169 PINOCCHIO_CHECK_INPUT_ARGUMENT(
170 upper.size() == m_na,
171 "The size of the upper position bounds vector needs to equal " +
172 std::to_string(m_na));
173 m_qMin = lower;
174 m_qMax = upper;
175 m_impose_position_bounds = true;
176 m_impose_viability_bounds = true;
177 }
178
179 void TaskJointPosVelAccBounds::setVelocityBounds(ConstRefVector upper) {
180 PINOCCHIO_CHECK_INPUT_ARGUMENT(
181 upper.size() == m_na,
182 "The size of the (absolute) velocity bounds vector needs to equal " +
183 std::to_string(m_na));
184 m_dqMax = upper;
185 m_impose_velocity_bounds = true;
186 }
187
188 void TaskJointPosVelAccBounds::setAccelerationBounds(ConstRefVector upper) {
189 PINOCCHIO_CHECK_INPUT_ARGUMENT(
190 upper.size() == m_na,
191 "The size of the (absolute) acceleration bounds vector needs to equal " +
192 std::to_string(m_na));
193 m_ddqMax = upper;
194 m_impose_acceleration_bounds = true;
195 }
196
197 const ConstraintBase& TaskJointPosVelAccBounds::getConstraint() const {
198 return m_constraint;
199 }
200
201 const ConstraintBase& TaskJointPosVelAccBounds::compute(const double,
202 ConstRefVector q,
203 ConstRefVector v,
204 Data&) {
205 // getProfiler().start("TaskJointPosVelAccBounds");
206 // Eigen::internal::set_is_malloc_allowed(false);
207 computeAccLimits(q, v, m_verbose);
208 m_constraint.upperBound() = m_ddqUB;
209 m_constraint.lowerBound() = m_ddqLB;
210 // Eigen::internal::set_is_malloc_allowed(true);
211 // getProfiler().stop("TaskJointPosVelAccBounds");
212 // getProfiler().report_all(9, std::cout);
213 return m_constraint;
214 }
215
216 void TaskJointPosVelAccBounds::setImposeBounds(
217 bool impose_position_bounds, bool impose_velocity_bounds,
218 bool impose_viability_bounds, bool impose_acceleration_bounds) {
219 m_impose_position_bounds = impose_position_bounds;
220 m_impose_velocity_bounds = impose_velocity_bounds;
221 m_impose_viability_bounds = impose_viability_bounds;
222 m_impose_acceleration_bounds = impose_acceleration_bounds;
223 }
224
225 void TaskJointPosVelAccBounds::isStateViable(ConstRefVector qa,
226 ConstRefVector dqa, bool verbose) {
227 m_viabViol.setZero(m_na);
228 for (int i = 0; i < m_na; i++) {
229 if (qa[i] < (m_qMin[i] - m_eps)) {
230 if (verbose) {
231 std::cout << "State of joint " << i
232 << " is not viable because q[i]< qMin[i] : " << qa[i] << "<"
233 << m_qMin[i] << std::endl;
234 }
235 m_viabViol[i] = m_qMin[i] - qa[i];
236 }
237 if (qa[i] > (m_qMax[i] + m_eps)) {
238 if (verbose) {
239 std::cout << "State of joint " << i
240 << " is not viable because qa[i]>m_qMax[i] : " << qa[i] << ">"
241 << m_qMax[i] << std::endl;
242 }
243 m_viabViol[i] = qa[i] - m_qMax[i];
244 }
245 if (std::abs(dqa[i]) > (m_dqMax[i] + m_eps)) {
246 if (verbose) {
247 std::cout << "State (q,dq) :(" << qa[i] << "," << dqa[i]
248 << ") of joint " << i
249 << " is not viable because |dq|>dqMax : " << std::abs(dqa[i])
250 << ">" << m_dqMax[i] << std::endl;
251 }
252 m_viabViol[i] = std::abs(dqa[i]) - m_dqMax[i];
253 }
254 double dqMaxViab =
255 std::sqrt(std::max(0.0, 2 * m_ddqMax[i] * (m_qMax[i] - qa[i])));
256 if (dqa[i] > (dqMaxViab + m_eps)) {
257 if (verbose) {
258 std::cout << "State (q,dq,dqMaxViab) :(" << qa[i] << "," << dqa[i]
259 << "," << dqMaxViab << ") of joint " << i
260 << " is not viable because dq>dqMaxViab : " << dqa[i] << ">"
261 << dqMaxViab << std::endl;
262 }
263 m_viabViol[i] = dqa[i] - dqMaxViab;
264 }
265 double dqMinViab =
266 -std::sqrt(std::max(0.0, 2 * m_ddqMax[i] * (qa[i] - m_qMin[i])));
267 if (dqa[i] < (dqMinViab + m_eps)) {
268 if (verbose) {
269 std::cout << "State (q,dq,dqMinViab) :(" << qa[i] << "," << dqa[i]
270 << "," << dqMinViab << ") of joint " << i
271 << " is not viable because dq<dqMinViab : " << dqa[i] << "<"
272 << dqMinViab << std::endl;
273 }
274 m_viabViol[i] = dqMinViab - dqa[i];
275 }
276 }
277 }
278
279 void TaskJointPosVelAccBounds::computeAccLimitsFromPosLimits(ConstRefVector qa,
280 ConstRefVector dqa,
281 bool verbose) {
282 m_ddqMax_q3 = m_two_dt_sq * (m_qMax - qa - m_dt * dqa);
283 m_ddqMin_q3 = m_two_dt_sq * (m_qMin - qa - m_dt * dqa);
284 m_ddqMax_q2.setZero(m_na);
285 m_ddqMin_q2.setZero(m_na);
286 m_ddqLBPos.setConstant(m_na, 1, -1e10);
287 m_ddqUBPos.setConstant(m_na, 1, 1e10);
288 m_minus_dq_over_dt = -dqa / m_dt;
289 for (int i = 0; i < m_na; i++) {
290 if (dqa[i] <= 0.0) {
291 m_ddqUBPos[i] = m_ddqMax_q3[i];
292 if (m_ddqMin_q3[i] < m_minus_dq_over_dt[i]) {
293 m_ddqLBPos[i] = m_ddqMin_q3[i];
294 } else if (qa[i] != m_qMin[i]) {
295 m_ddqMin_q2[i] = (dqa[i] * dqa[i]) / (2.0 * (qa[i] - m_qMin[i]));
296 m_ddqLBPos[i] = std::max(m_ddqMin_q2[i], m_minus_dq_over_dt[i]);
297 } else {
298 if (verbose == true) {
299 std::cout << "WARNING qa[i]==m_qMin[i] for joint" << i << std::endl;
300 std::cout << "You are going to violate the position bound " << i
301 << std::endl;
302 }
303 m_ddqLBPos[i] = 0.0;
304 }
305 } else {
306 m_ddqLBPos[i] = m_ddqMin_q3[i];
307 if (m_ddqMax_q3[i] > m_minus_dq_over_dt[i]) {
308 m_ddqUBPos[i] = m_ddqMax_q3[i];
309 } else if (qa[i] != m_qMax[i]) {
310 m_ddqMax_q2[i] = -(dqa[i] * dqa[i]) / (2 * (m_qMax[i] - qa[i]));
311 m_ddqUBPos[i] = std::min(m_ddqMax_q2[i], m_minus_dq_over_dt[i]);
312 } else {
313 if (verbose == true) {
314 std::cout << "WARNING qa[i]==m_qMax[i] for joint" << i << std::endl;
315 std::cout << "You are going to violate the position bound " << i
316 << std::endl;
317 }
318 m_ddqUBPos[i] = 0.0;
319 }
320 }
321 }
322 }
323 void TaskJointPosVelAccBounds::computeAccLimitsFromViability(ConstRefVector qa,
324 ConstRefVector dqa,
325 bool verbose) {
326 m_ddqLBVia.setConstant(m_na, 1, -1e10);
327 m_ddqUBVia.setConstant(m_na, 1, 1e10);
328 m_dt_dq = m_dt * dqa;
329 m_minus_dq_over_dt = -dqa / m_dt;
330 m_dt_two_dq = 2 * m_dt_dq;
331 m_two_ddqMax = 2 * m_ddqMax;
332 m_dt_ddqMax_dt = m_ddqMax * m_dt_square;
333 m_dq_square = dqa.cwiseProduct(dqa);
334 m_q_plus_dt_dq = qa + m_dt_dq;
335 m_b_1 = m_dt_two_dq + m_dt_ddqMax_dt;
336 m_b_2 = m_dt_two_dq - m_dt_ddqMax_dt;
337 m_ddq_1.setZero(m_na);
338 m_ddq_2.setZero(m_na);
339 m_c_1 = m_dq_square - m_two_ddqMax.cwiseProduct(m_qMax - m_q_plus_dt_dq);
340 m_delta_1 = m_b_1.cwiseProduct(m_b_1) - 2 * m_two_a * m_c_1;
341 m_c_2 = m_dq_square - m_two_ddqMax.cwiseProduct(m_q_plus_dt_dq - m_qMin);
342 m_delta_2 = m_b_2.cwiseProduct(m_b_2) - 2 * m_two_a * m_c_2;
343 for (int i = 0; i < m_na; i++) {
344 if (m_delta_1[i] >= 0.0) {
345 m_ddq_1[i] = (-m_b_1[i] + std::sqrt(m_delta_1[i])) / (m_two_a);
346 } else {
347 m_ddq_1[i] = m_minus_dq_over_dt[i];
348 if (verbose == true) {
349 std::cout << "Error: state (" << qa[i] << "," << dqa[i] << ") of joint "
350 << i << "not viable because delta is negative: " << m_delta_1
351 << std::endl;
352 }
353 }
354 if (m_delta_2[i] >= 0.0) {
355 m_ddq_2[i] = (-m_b_2[i] - std::sqrt(m_delta_2[i])) / (m_two_a);
356 } else {
357 m_ddq_2[i] = m_minus_dq_over_dt[i];
358 if (verbose == true) {
359 std::cout << "Error: state (" << qa[i] << "," << dqa[i] << ") of joint "
360 << i << "not viable because delta is negative: " << m_delta_2
361 << std::endl;
362 }
363 }
364 }
365 m_ddqUBVia = m_ddq_1.cwiseMax(m_minus_dq_over_dt);
366 m_ddqLBVia = m_ddq_2.cwiseMin(m_minus_dq_over_dt);
367 }
368
369 void TaskJointPosVelAccBounds::computeAccLimits(ConstRefVector q,
370 ConstRefVector dq,
371 bool verbose) {
372 m_qa = q.tail(m_na);
373 m_dqa = dq.tail(m_na);
374 isStateViable(m_qa, m_dqa, m_verbose);
375 if (verbose == true) {
376 for (int i = 0; i < m_na; i++) {
377 if (m_viabViol[i] > m_eps) {
378 std::cout << "WARNING: specified state ( < " << m_qa[i] << " , "
379 << m_dqa[i] << ") is not viable violation : " << m_viabViol[i]
380 << std::endl;
381 }
382 }
383 }
384
385 // Acceleration limits imposed by position bounds
386 if (m_impose_position_bounds == true) {
387 computeAccLimitsFromPosLimits(m_qa, m_dqa, verbose);
388 }
389 // Acceleration limits imposed by velocity bounds
390 // dq[t+1] = dq + dt*ddq < dqMax
391 // ddqMax = (dqMax-dq)/dt
392 // ddqMin = (dqMin-dq)/dt = (-dqMax-dq)/dt
393 m_ddqLBVel.setConstant(m_na, 1, -1e10);
394 m_ddqUBVel.setConstant(m_na, 1, 1e10);
395 if (m_impose_velocity_bounds == true) {
396 m_ddqLBVel = (-m_dqMax - m_dqa) / m_dt;
397 m_ddqUBVel = (m_dqMax - m_dqa) / m_dt;
398 }
399 // Acceleration limits imposed by viability
400 if (m_impose_viability_bounds == true) {
401 computeAccLimitsFromViability(m_qa, m_dqa, verbose);
402 }
403 // Acceleration limits
404 m_ddqLBAcc.setConstant(m_na, 1, -1e10);
405 m_ddqUBAcc.setConstant(m_na, 1, 1e10);
406 if (m_impose_acceleration_bounds == true) {
407 m_ddqLBAcc = -m_ddqMax;
408 m_ddqUBAcc = m_ddqMax;
409 }
410 // Take the most conservative limit for each joint
411 m_ub.setConstant(4, 1, 1e10);
412 m_lb.setConstant(4, 1, -1e10);
413 m_ddqLB.setConstant(m_na, 1, -1e10);
414 m_ddqUB.setConstant(m_na, 1, 1e10);
415 for (int i = 0; i < m_na; i++) {
416 m_ub[0] = m_ddqUBPos[i];
417 m_ub[1] = m_ddqUBVia[i];
418 m_ub[2] = m_ddqUBVel[i];
419 m_ub[3] = m_ddqUBAcc[i];
420
421 m_lb[0] = m_ddqLBPos[i];
422 m_lb[1] = m_ddqLBVia[i];
423 m_lb[2] = m_ddqLBVel[i];
424 m_lb[3] = m_ddqLBAcc[i];
425
426 m_ddqLB[i] = m_lb.maxCoeff();
427 m_ddqUB[i] = m_ub.minCoeff();
428
429 if (m_ddqUB[i] < m_ddqLB[i]) {
430 if (verbose == true) {
431 std::cout << "Conflict between pos/vel/acc bound ddqMin " << m_ddqLB[i]
432 << " ddqMax " << m_ddqUB[i] << std::endl;
433 std::cout << "ub " << m_ub.transpose() << std::endl;
434 std::cout << "lb " << m_lb.transpose() << std::endl;
435 }
436 if (m_ddqUB[i] == m_ub[0]) {
437 m_ddqLB[i] = m_ddqUB[i];
438 } else {
439 m_ddqUB[i] = m_ddqLB[i];
440 }
441 if (verbose == true) {
442 std::cout << "New bounds are ddqMin " << m_ddqLB[i] << " ddqMax "
443 << m_ddqUB[i] << std::endl;
444 }
445 }
446 }
447 }
448 } // namespace tasks
449 } // namespace tsid
450