| Directory: | ./ |
|---|---|
| File: | src/path-optimization/simple-time-parameterization.cc |
| Date: | 2025-03-10 11:18:21 |
| Exec | Total | Coverage | |
|---|---|---|---|
| Lines: | 8 | 127 | 6.3% |
| Branches: | 15 | 496 | 3.0% |
| Line | Branch | Exec | Source |
|---|---|---|---|
| 1 | // Copyright (c) 2017, Joseph Mirabel | ||
| 2 | // Authors: Joseph Mirabel (joseph.mirabel@laas.fr) | ||
| 3 | // | ||
| 4 | |||
| 5 | // Redistribution and use in source and binary forms, with or without | ||
| 6 | // modification, are permitted provided that the following conditions are | ||
| 7 | // met: | ||
| 8 | // | ||
| 9 | // 1. Redistributions of source code must retain the above copyright | ||
| 10 | // notice, this list of conditions and the following disclaimer. | ||
| 11 | // | ||
| 12 | // 2. Redistributions in binary form must reproduce the above copyright | ||
| 13 | // notice, this list of conditions and the following disclaimer in the | ||
| 14 | // documentation and/or other materials provided with the distribution. | ||
| 15 | // | ||
| 16 | // THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS | ||
| 17 | // "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT | ||
| 18 | // LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR | ||
| 19 | // A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT | ||
| 20 | // HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, | ||
| 21 | // SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT | ||
| 22 | // LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, | ||
| 23 | // DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY | ||
| 24 | // THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT | ||
| 25 | // (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE | ||
| 26 | // OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH | ||
| 27 | // DAMAGE. | ||
| 28 | |||
| 29 | #include <hpp/core/interpolated-path.hh> | ||
| 30 | #include <hpp/core/path-optimization/simple-time-parameterization.hh> | ||
| 31 | #include <hpp/core/path-vector.hh> | ||
| 32 | #include <hpp/core/problem.hh> | ||
| 33 | #include <hpp/core/straight-path.hh> | ||
| 34 | #include <hpp/core/time-parameterization/polynomial.hh> | ||
| 35 | #include <hpp/pinocchio/configuration.hh> | ||
| 36 | #include <hpp/pinocchio/device.hh> | ||
| 37 | #include <hpp/pinocchio/liegroup.hh> | ||
| 38 | #include <limits> | ||
| 39 | #include <pinocchio/multibody/model.hpp> | ||
| 40 | |||
| 41 | namespace hpp { | ||
| 42 | namespace core { | ||
| 43 | namespace pathOptimization { | ||
| 44 | using std::isfinite; | ||
| 45 | using timeParameterization::Polynomial; | ||
| 46 | |||
| 47 | namespace { | ||
| 48 | ✗ | TimeParameterizationPtr_t computeTimeParameterizationFirstOrder( | |
| 49 | const value_type& s0, const value_type& s1, const value_type& B, | ||
| 50 | value_type& T) { | ||
| 51 | ✗ | vector_t a(2); | |
| 52 | ✗ | T = (s1 - s0) / B; | |
| 53 | ✗ | a[0] = s0; | |
| 54 | ✗ | a[1] = B; | |
| 55 | hppDout(info, "Time parametrization returned " << a.transpose() << ", " << T); | ||
| 56 | ✗ | if (!isfinite(T) || !a.allFinite() || a.hasNaN()) { | |
| 57 | ✗ | HPP_THROW(std::logic_error, | |
| 58 | "Invalid time parameterization " | ||
| 59 | "coefficients: " | ||
| 60 | << a.transpose()); | ||
| 61 | } | ||
| 62 | ✗ | return TimeParameterizationPtr_t(new Polynomial(a)); | |
| 63 | } | ||
| 64 | |||
| 65 | ✗ | TimeParameterizationPtr_t computeTimeParameterizationThirdOrder( | |
| 66 | const value_type& s0, const value_type& s1, const value_type& B, | ||
| 67 | value_type& T) { | ||
| 68 | ✗ | vector_t a(4); | |
| 69 | ✗ | T = 3 * (s1 - s0) / (2 * B); | |
| 70 | ✗ | a[0] = s0; | |
| 71 | ✗ | a[1] = 0; | |
| 72 | ✗ | a[2] = 3 * (s1 - s0) / (T * T); | |
| 73 | ✗ | a[3] = -2 * a[2] / (3 * T); | |
| 74 | hppDout(info, "Time parametrization returned " << a.transpose() << ", " << T); | ||
| 75 | ✗ | if (!isfinite(T) || !a.allFinite() || a.hasNaN()) { | |
| 76 | ✗ | HPP_THROW(std::logic_error, | |
| 77 | "Invalid time parameterization " | ||
| 78 | "coefficients: " | ||
| 79 | << a.transpose()); | ||
| 80 | } | ||
| 81 | ✗ | return TimeParameterizationPtr_t(new Polynomial(a)); | |
| 82 | } | ||
| 83 | |||
| 84 | ✗ | TimeParameterizationPtr_t computeTimeParameterizationFifthOrder( | |
| 85 | const value_type& s0, const value_type& s1, const value_type& B, | ||
| 86 | const value_type& C, value_type& T) { | ||
| 87 | ✗ | vector_t a(6); | |
| 88 | ✗ | if (C > 0) { | |
| 89 | ✗ | T = std::max( | |
| 90 | ✗ | 15 * (s1 - s0) / (8 * B), // Velocity limit | |
| 91 | ✗ | sqrt((10. / std::sqrt(3))) * sqrt((s1 - s0) / C) // Acceleration limit | |
| 92 | ); | ||
| 93 | } else { | ||
| 94 | ✗ | T = 15 * (s1 - s0) / (8 * B); | |
| 95 | } | ||
| 96 | |||
| 97 | ✗ | value_type Tpow = T * T * T; | |
| 98 | ✗ | a[0] = s0; | |
| 99 | ✗ | a[1] = 0; | |
| 100 | ✗ | a[2] = 0; | |
| 101 | ✗ | a[3] = 10 * (s1 - s0) / Tpow; | |
| 102 | ✗ | Tpow *= T; | |
| 103 | ✗ | a[4] = -15 * (s1 - s0) / Tpow; | |
| 104 | ✗ | Tpow *= T; | |
| 105 | ✗ | a[5] = 6 * (s1 - s0) / Tpow; | |
| 106 | hppDout(info, "Time parametrization returned " << a.transpose() << ", " << T); | ||
| 107 | ✗ | if (!isfinite(T) || !a.allFinite() || a.hasNaN()) { | |
| 108 | ✗ | HPP_THROW(std::logic_error, | |
| 109 | "Invalid time parameterization " | ||
| 110 | "coefficients: " | ||
| 111 | << a.transpose()); | ||
| 112 | } | ||
| 113 | ✗ | return TimeParameterizationPtr_t(new Polynomial(a)); | |
| 114 | } | ||
| 115 | |||
| 116 | ✗ | void checkTimeParameterization(const TimeParameterizationPtr_t tp, | |
| 117 | const size_type order, const interval_t sr, | ||
| 118 | const value_type B, const value_type& C, | ||
| 119 | const value_type T) { | ||
| 120 | using std::fabs; | ||
| 121 | ✗ | const value_type thr = | |
| 122 | std::sqrt(Eigen::NumTraits<value_type>::dummy_precision()); | ||
| 123 | ✗ | if (fabs(tp->value(0) - sr.first) >= thr || | |
| 124 | ✗ | fabs(tp->value(T) - sr.second) >= thr) { | |
| 125 | ✗ | HPP_THROW(std::logic_error, | |
| 126 | "Interval of TimeParameterization result" | ||
| 127 | " is not correct. Expected " | ||
| 128 | << sr.first << ", " << sr.second << ". Got " << tp->value(0) | ||
| 129 | << ", " << tp->value(T)); | ||
| 130 | } | ||
| 131 | ✗ | if (order >= 1 && | |
| 132 | ✗ | (fabs(tp->derivative(0, 1)) > thr || fabs(tp->derivative(T, 1)) > thr || | |
| 133 | ✗ | ((C <= 0) && fabs(tp->derivative(T / 2, 1) - B) > thr))) { | |
| 134 | ✗ | HPP_THROW( | |
| 135 | std::logic_error, | ||
| 136 | "Derivative of TimeParameterization are not correct:" | ||
| 137 | << "\ntp->derivative(0, 1) = " << tp->derivative(0, 1) | ||
| 138 | << "\ntp->derivative(T, 1) = " << tp->derivative(T, 1) | ||
| 139 | << "\ntp->derivative(T/2, 1) - B = " << tp->derivative(T / 2, 1) - B | ||
| 140 | << "\nT = " << T << "\nB = " << B << "\nC = " << C); | ||
| 141 | } | ||
| 142 | ✗ | if (order >= 2 && | |
| 143 | ✗ | (fabs(tp->derivative(0, 2)) > thr || fabs(tp->derivative(T, 2)) > thr)) { | |
| 144 | ✗ | HPP_THROW(std::logic_error, | |
| 145 | "Derivative of TimeParameterization are not correct:" | ||
| 146 | << "\ntp->derivative(0, 2) = " << tp->derivative(0, 2) | ||
| 147 | << "\ntp->derivative(T, 2) = " << tp->derivative(T, 2) | ||
| 148 | << "\nT = " << T); | ||
| 149 | } | ||
| 150 | } | ||
| 151 | } // namespace | ||
| 152 | |||
| 153 | ✗ | SimpleTimeParameterizationPtr_t SimpleTimeParameterization::create( | |
| 154 | const ProblemConstPtr_t& problem) { | ||
| 155 | ✗ | SimpleTimeParameterizationPtr_t ptr(new SimpleTimeParameterization(problem)); | |
| 156 | ✗ | return ptr; | |
| 157 | } | ||
| 158 | |||
| 159 | ✗ | PathVectorPtr_t SimpleTimeParameterization::optimize( | |
| 160 | const PathVectorPtr_t& path) { | ||
| 161 | ✗ | if (path->length() == 0) { | |
| 162 | ✗ | return path; | |
| 163 | } | ||
| 164 | ✗ | const value_type infinity = std::numeric_limits<value_type>::infinity(); | |
| 165 | |||
| 166 | const value_type safety = | ||
| 167 | ✗ | problem()->getParameter("SimpleTimeParameterization/safety").floatValue(); | |
| 168 | const size_type order = | ||
| 169 | ✗ | problem()->getParameter("SimpleTimeParameterization/order").intValue(); | |
| 170 | const value_type maxAcc = | ||
| 171 | ✗ | problem() | |
| 172 | ✗ | ->getParameter("SimpleTimeParameterization/maxAcceleration") | |
| 173 | ✗ | .floatValue(); | |
| 174 | ✗ | if (order <= 1 && maxAcc > 0) { | |
| 175 | ✗ | throw std::invalid_argument( | |
| 176 | "Maximum acceleration cannot be set when order is <= to 1. Please set " | ||
| 177 | "parameter SimpleTimeParameterization/maxAcceleration to a negative " | ||
| 178 | ✗ | "value."); | |
| 179 | } | ||
| 180 | |||
| 181 | // Retrieve velocity limits | ||
| 182 | ✗ | const DevicePtr_t& robot = problem()->robot(); | |
| 183 | ✗ | vector_t ub(robot->model().velocityLimit), lb(-robot->model().velocityLimit), | |
| 184 | ✗ | cb((ub + lb) / 2); | |
| 185 | ✗ | assert(cb.size() + robot->extraConfigSpace().dimension() == | |
| 186 | robot->numberDof()); | ||
| 187 | |||
| 188 | // The velocity must be in [lb, ub] | ||
| 189 | ✗ | ub = cb + safety * (ub - cb); | |
| 190 | ✗ | lb = cb + safety * (lb - cb); | |
| 191 | |||
| 192 | // When ub or lb are NaN, set them to infinity. | ||
| 193 | ✗ | ub = (ub.array() == ub.array()).select(ub, infinity); | |
| 194 | ✗ | lb = (lb.array() == lb.array()).select(lb, -infinity); | |
| 195 | |||
| 196 | ✗ | for (size_type i = 0; i < cb.size(); ++i) { | |
| 197 | ✗ | if (std::isnan(lb[i]) || std::isnan(ub[i])) { | |
| 198 | ✗ | HPP_THROW( | |
| 199 | std::runtime_error, | ||
| 200 | "in SimpleTimeParameterization::optimize:\n" | ||
| 201 | << " the velocities of the input device should be bounded\n" | ||
| 202 | << " velocity bounds at rank " << i << " are [" << lb[i] << ", " | ||
| 203 | << ub[i] << "]."); | ||
| 204 | } | ||
| 205 | } | ||
| 206 | |||
| 207 | hppDout(info, "Lower velocity bound :" << lb.transpose()); | ||
| 208 | hppDout(info, "Upper velocity bound :" << ub.transpose()); | ||
| 209 | |||
| 210 | ✗ | if ((ub.array() <= 0).any() && (lb.array() >= 0).any()) | |
| 211 | ✗ | throw std::invalid_argument( | |
| 212 | "The case where zero is not an admissible velocity is not " | ||
| 213 | ✗ | "implemented."); | |
| 214 | |||
| 215 | PathVectorPtr_t input = | ||
| 216 | ✗ | PathVector::create(path->outputSize(), path->outputDerivativeSize()); | |
| 217 | PathVectorPtr_t output = | ||
| 218 | ✗ | PathVector::create(path->outputSize(), path->outputDerivativeSize()); | |
| 219 | ✗ | path->flatten(input); | |
| 220 | |||
| 221 | ✗ | vector_t v(robot->numberDof()); | |
| 222 | ✗ | vector_t v_inv(robot->numberDof()); | |
| 223 | ✗ | for (std::size_t i = 0; i < input->numberPaths(); ++i) { | |
| 224 | ✗ | PathPtr_t p = input->pathAtRank(i); | |
| 225 | ✗ | interval_t paramRange = p->paramRange(); | |
| 226 | // Skip sub path of 0 length. | ||
| 227 | ✗ | if (paramRange.first == paramRange.second) continue; | |
| 228 | ✗ | p->timeParameterization(TimeParameterizationPtr_t(), paramRange); | |
| 229 | |||
| 230 | ✗ | PathPtr_t pp = p->copy(); | |
| 231 | // if (p->length() > 0) { | ||
| 232 | // output->appendPath (pp); | ||
| 233 | // continue; | ||
| 234 | // } | ||
| 235 | // Compute B | ||
| 236 | ✗ | p->velocityBound(v, paramRange.first, paramRange.second); | |
| 237 | ✗ | v_inv = (v.array() == 0).select(infinity, v.cwiseInverse()); | |
| 238 | ✗ | const value_type B = std::min((ub.cwiseProduct(v_inv)).minCoeff(), | |
| 239 | ✗ | (-lb.cwiseProduct(v_inv)).minCoeff()); | |
| 240 | ✗ | if (B <= 0 || B != B || !isfinite(B)) { | |
| 241 | ✗ | HPP_THROW(std::runtime_error, | |
| 242 | "Invalid parametrization derivative " | ||
| 243 | "velocity bound: " | ||
| 244 | << B); | ||
| 245 | } | ||
| 246 | |||
| 247 | // Compute the polynom and total time | ||
| 248 | value_type T; | ||
| 249 | ✗ | TimeParameterizationPtr_t tp; | |
| 250 | ✗ | switch (order) { | |
| 251 | ✗ | case 0: | |
| 252 | ✗ | tp = computeTimeParameterizationFirstOrder(paramRange.first, | |
| 253 | ✗ | paramRange.second, B, T); | |
| 254 | ✗ | break; | |
| 255 | ✗ | case 1: | |
| 256 | ✗ | tp = computeTimeParameterizationThirdOrder(paramRange.first, | |
| 257 | ✗ | paramRange.second, B, T); | |
| 258 | ✗ | break; | |
| 259 | ✗ | case 2: | |
| 260 | ✗ | tp = computeTimeParameterizationFifthOrder( | |
| 261 | ✗ | paramRange.first, paramRange.second, B, maxAcc, T); | |
| 262 | ✗ | break; | |
| 263 | ✗ | default: | |
| 264 | ✗ | throw std::invalid_argument( | |
| 265 | "Parameter SimpleTimeParameterization/order should be in { 0, 1, 2 " | ||
| 266 | ✗ | "}"); | |
| 267 | break; | ||
| 268 | } | ||
| 269 | |||
| 270 | ✗ | checkTimeParameterization(tp, order, paramRange, B, maxAcc, T); | |
| 271 | |||
| 272 | ✗ | pp->timeParameterization(tp, interval_t(0, T)); | |
| 273 | ✗ | output->appendPath(pp); | |
| 274 | } | ||
| 275 | ✗ | return output; | |
| 276 | } | ||
| 277 | |||
| 278 | ✗ | SimpleTimeParameterization::SimpleTimeParameterization( | |
| 279 | ✗ | const ProblemConstPtr_t& problem) | |
| 280 | ✗ | : PathOptimizer(problem) {} | |
| 281 | |||
| 282 | // ----------- Declare parameters ------------------------------------- // | ||
| 283 | |||
| 284 | 18 | HPP_START_PARAMETER_DECLARATION(SimpleTimeParameterization) | |
| 285 |
4/8✓ Branch 2 taken 18 times.
✗ Branch 3 not taken.
✓ Branch 6 taken 18 times.
✗ Branch 7 not taken.
✓ Branch 9 taken 18 times.
✗ Branch 10 not taken.
✓ Branch 12 taken 18 times.
✗ Branch 13 not taken.
|
18 | Problem::declareParameter(ParameterDescription( |
| 286 | Parameter::FLOAT, "SimpleTimeParameterization/safety", | ||
| 287 |
1/2✓ Branch 1 taken 18 times.
✗ Branch 2 not taken.
|
36 | "A scaling factor for the joint bounds.", Parameter(1.))); |
| 288 |
4/8✓ Branch 2 taken 18 times.
✗ Branch 3 not taken.
✓ Branch 6 taken 18 times.
✗ Branch 7 not taken.
✓ Branch 9 taken 18 times.
✗ Branch 10 not taken.
✓ Branch 12 taken 18 times.
✗ Branch 13 not taken.
|
18 | Problem::declareParameter(ParameterDescription( |
| 289 | Parameter::INT, "SimpleTimeParameterization/order", | ||
| 290 |
1/2✓ Branch 1 taken 18 times.
✗ Branch 2 not taken.
|
36 | "The desired continuity order.", Parameter((size_type)0))); |
| 291 |
4/8✓ Branch 2 taken 18 times.
✗ Branch 3 not taken.
✓ Branch 6 taken 18 times.
✗ Branch 7 not taken.
✓ Branch 9 taken 18 times.
✗ Branch 10 not taken.
✓ Branch 12 taken 18 times.
✗ Branch 13 not taken.
|
18 | Problem::declareParameter(ParameterDescription( |
| 292 | Parameter::FLOAT, "SimpleTimeParameterization/maxAcceleration", | ||
| 293 | "The maximum acceleration for each degree of freedom. Not considered if " | ||
| 294 | "negative.", | ||
| 295 |
1/2✓ Branch 1 taken 18 times.
✗ Branch 2 not taken.
|
36 | Parameter((value_type)-1))); |
| 296 | 18 | HPP_END_PARAMETER_DECLARATION(SimpleTimeParameterization) | |
| 297 | } // namespace pathOptimization | ||
| 298 | } // namespace core | ||
| 299 | } // namespace hpp | ||
| 300 |