2 This file is part of I am car.
4 I am car is free software: you can redistribute it and/or modify
5 it under the terms of the GNU General Public License as published by
6 the Free Software Foundation, either version 3 of the License, or
7 (at your option) any later version.
9 I am car is distributed in the hope that it will be useful,
10 but WITHOUT ANY WARRANTY; without even the implied warranty of
11 MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
12 GNU General Public License for more details.
14 You should have received a copy of the GNU General Public License
15 along with I am car. If not, see <http://www.gnu.org/licenses/>.
26 #include "rrtplanner.h"
29 #define CATI(a, b) a ## b
30 #define CAT(a, b) CATI(a, b)
31 #define KUWATA2008_CCOST CAT(c, CO)
32 #define KUWATA2008_DCOST CO
34 LaValle1998::LaValle1998(RRTNode *init, RRTNode *goal):
37 srand(static_cast<unsigned>(time(0)));
40 bool LaValle1998::next()
44 if (this->samples().size() == 0)
51 this->samples().push_back(rs);
52 RRTNode *nn = this->nn(rs);
55 for (auto ns: this->steer(nn, rs)) {
59 this->nodes().push_back(ns);
61 pn->add_child(ns, this->cost(pn, ns));
62 if (this->collide(pn, ns)) {
63 pn->children().pop_back();
65 this->iy_[this->YI(ns)].pop_back();
70 if (this->goal_found(pn, CO)) {
71 this->tlog(this->findt());
77 return this->goal_found();
80 Kuwata2008::Kuwata2008(RRTNode *init, RRTNode *goal):
83 srand(static_cast<unsigned>(time(0)));
86 bool Kuwata2008::next()
89 if (this->samples().size() == 0) {
94 this->samples().push_back(rs);
95 float heur = static_cast<float>(rand()) / static_cast<float>(RAND_MAX);
96 if (this->goal_found()) {
98 {}//this->cost = &KUWATA2008_CCOST;
100 {}//this->cost = &KUWATA2008_DCOST;
103 {}//this->cost = &KUWATA2008_CCOST;
105 {}//this->cost = &KUWATA2008_DCOST;
107 RRTNode *nn = this->nn(rs);
109 std::vector<RRTNode *> newly_added;
111 for (auto ns: this->steer(nn, rs)) {
115 this->nodes().push_back(ns);
117 pn->add_child(ns, KUWATA2008_DCOST(pn, ns));
118 if (this->collide(pn, ns)) {
119 pn->children().pop_back();
121 this->iy_[this->YI(ns)].pop_back();
126 newly_added.push_back(pn);
127 if (this->goal_found(pn, &KUWATA2008_DCOST)) {
128 this->tlog(this->findt());
134 if (this->samples().size() <= 1)
135 return this->goal_found();
136 for (auto na: newly_added) {
139 for (auto ns: this->steer(na, this->goal())) {
143 this->nodes().push_back(ns);
145 pn->add_child(ns, KUWATA2008_DCOST(pn, ns));
146 if (this->collide(pn, ns)) {
147 pn->children().pop_back();
149 this->iy_[this->YI(ns)].pop_back();
154 if (this->goal_found(pn,
155 &KUWATA2008_DCOST)) {
156 this->tlog(this->findt());
163 return this->goal_found();
166 Karaman2011::Karaman2011()
168 srand(static_cast<unsigned>(time(0)));
171 Karaman2011::Karaman2011(RRTNode *init, RRTNode *goal)
172 : RRTBase(init, goal)
174 srand(static_cast<unsigned>(time(0)));
177 bool Karaman2011::next()
181 if (this->samples().size() == 0)
188 this->samples().push_back(rs);
189 RRTNode *nn = this->nn(rs);
191 std::vector<RRTNode *> nvs;
194 for (auto ns: this->steer(nn, rs)) {
197 } else if (IS_NEAR(nn, ns)) {
204 this->nodes().size()),
213 this->nodes().push_back(ns);
216 if (!this->connect(pn, ns, nvs)) {
217 this->iy_[this->YI(ns)].pop_back();
221 this->rewire(nvs, ns);
223 if (this->goal_found(pn, CO)) {
224 this->tlog(this->findt());
230 return this->goal_found();
233 bool Karaman2011::connect(
236 std::vector<RRTNode *> nvs)
238 RRTNode *op; // old parent
239 float od; // old direct cost
240 float oc; // old cumulative cost
241 bool connected = false;
242 pn->add_child(ns, this->cost(pn, ns));
243 if (this->collide(pn, ns)) {
244 pn->children().pop_back();
251 if (!connected || (nv->ccost() + this->cost(nv, ns) <
256 nv->add_child(ns, this->cost(nv, ns));
257 if (this->collide(nv, ns)) {
258 nv->children().pop_back();
265 } else if (connected) {
266 op->children().pop_back();
276 bool Karaman2011::rewire(std::vector<RRTNode *> nvs, RRTNode *ns)
278 RRTNode *op; // old parent
279 float od; // old direct cost
280 float oc; // old cumulative cost
282 if (ns->ccost() + this->cost(ns, nv) < nv->ccost()) {
286 ns->add_child(nv, this->cost(ns, nv));
287 if (this->collide(ns, nv)) {
288 ns->children().pop_back();
300 T1::T1(RRTNode *init, RRTNode *goal):
303 srand(static_cast<unsigned>(time(0)));
309 if (this->samples().size() == 0)
313 this->samples().push_back(rs);
314 RRTNode *nn = this->nn(rs);
316 std::vector<RRTNode *> nvs;
318 RRTNode *op; // old parent
319 float od; // old direct cost
320 float oc; // old cumulative cost
321 std::vector<RRTNode *> steered = this->steer(nn, rs);
322 // RRT* for first node
323 RRTNode *ns = steered[0];
325 nvs = this->nv(ns, MIN(
326 GAMMA_RRTSTAR(this->nodes().size()),
328 this->nodes().push_back(ns);
331 pn->add_child(ns, this->cost(pn, ns));
332 if (this->collide(pn, ns)) {
333 pn->children().pop_back();
339 if (!connected || (nv->ccost() + this->cost(nv, ns) <
344 nv->add_child(ns, this->cost(nv, ns));
345 if (this->collide(nv, ns)) {
346 nv->children().pop_back();
350 } else if (connected) {
351 op->children().pop_back();
361 if (ns->ccost() + this->cost(ns, nv) < nv->ccost()) {
365 ns->add_child(nv, this->cost(ns, nv));
366 if (this->collide(ns, nv)) {
367 ns->children().pop_back();
377 if (this->goal_found(pn, CO)) {
378 this->tlog(this->findt());
382 for (i = 1; i < steered.size(); i++) {
384 this->nodes().push_back(ns);
386 pn->add_child(ns, this->cost(pn, ns));
387 if (this->collide(pn, ns)) {
388 pn->children().pop_back();
392 if (this->goal_found(pn, CO)) {
393 this->tlog(this->findt());
397 return this->goal_found();
403 if (this->firsts().size() > 0) {
404 rs = this->firsts().front();
405 this->firsts().pop();
409 this->samples().push_back(rs);
410 RRTNode *nn = this->nn(rs);
414 std::vector<RRTNode *> nvs;
415 std::vector<RRTNode *> newly_added;
418 for (auto ns: this->steer(nn, rs)) {
422 } else if (IS_NEAR(pn, ns)) {
425 if (sgn(ns->s()) == 0 || sgn(pn->s()) != sgn(ns->s()))
433 this->nodes().size()),
435 this->nodes().push_back(ns);
438 if (!this->connect(pn, ns, nvs)) {
439 this->iy_[this->YI(ns)].pop_back();
440 this->nodes().pop_back();
446 this->rewire(nvs, ns);
448 newly_added.push_back(pn);
449 if (this->goal_found(pn, CO)) {
451 this->tlog(this->findt());
457 if (this->samples().size() <= 1)
458 return this->goal_found();
460 for (auto na: newly_added) {
464 for (auto ns: this->steer(na, this->goal())) {
468 } else if (IS_NEAR(pn, ns)) {
471 if (sgn(pn->s()) != sgn(ns->s()))
475 this->nodes().push_back(ns);
477 pn->add_child(ns, this->cost(pn, ns));
478 if (this->collide(pn, ns)) {
479 pn->children().pop_back();
481 this->iy_[this->YI(ns)].pop_back();
482 this->nodes().pop_back();
489 if (this->goal_found(pn, CO)) {
491 this->tlog(this->findt());
499 for (auto na: newly_added) {
500 for (auto go: this->goals()) {
504 for (auto ns: this->steer(na, go)) {
508 } else if (IS_NEAR(pn, ns)) {
511 if (sgn(pn->s()) != sgn(ns->s()))
515 this->nodes().push_back(ns);
517 pn->add_child(ns, this->cost(pn, ns));
518 if (this->collide(pn, ns)) {
519 pn->children().pop_back();
521 this->iy_[this->YI(ns)].pop_back();
522 this->nodes().pop_back();
529 if (this->goal_found(pn, go)) {
530 this->tlog(this->findt());
537 return this->goal_found();
540 float T2::goal_cost()
542 std::vector<RRTNode *> nvs;
543 nvs = this->nv(this->goal(), 0.2);
545 if (std::abs(this->goal()->h() - nv->h()) >=
546 this->GOAL_FOUND_ANGLE)
548 if (nv->ccost() + this->cost(nv, this->goal()) >=
549 this->goal()->ccost())
551 RRTNode *op; // old parent
552 float oc; // old cumulative cost
553 float od; // old direct cost
554 op = this->goal()->parent();
555 oc = this->goal()->ccost();
556 od = this->goal()->dcost();
557 nv->add_child(this->goal(),
558 this->cost(nv, this->goal()));
559 if (this->collide(nv, this->goal())) {
560 nv->children().pop_back();
561 this->goal()->parent(op);
562 this->goal()->ccost(oc);
563 this->goal()->dcost(od);
565 op->rem_child(this->goal());
568 return this->goal()->ccost();
573 for (auto n: this->p_root_.nodes())
574 if (n != this->p_root_.root() && n != this->p_root_.goal())
576 for (auto n: this->p_root_.dnodes())
577 if (n != this->p_root_.root() && n != this->p_root_.goal())
579 for (auto s: this->p_root_.samples())
580 if (s != this->p_root_.goal())
582 for (auto edges: this->p_root_.rlog())
586 for (auto n: this->p_goal_.nodes())
587 if (n != this->p_goal_.root() && n != this->p_goal_.goal())
589 for (auto n: this->p_goal_.dnodes())
590 if (n != this->p_goal_.root() && n != this->p_goal_.goal())
592 for (auto s: this->p_goal_.samples())
593 if (s != this->p_goal_.goal())
595 for (auto edges: this->p_goal_.rlog())
599 for (auto n: this->nodes())
600 if (n != this->root())
602 for (auto n: this->dnodes())
603 if (n != this->root() && n != this->goal())
605 for (auto s: this->samples())
606 if (s != this->goal())
608 for (auto edges: this->rlog())
618 srand(static_cast<unsigned>(time(0)));
621 T3::T3(RRTNode *init, RRTNode *goal):
626 srand(static_cast<unsigned>(time(0)));
631 RRTNode *ron = nullptr;
632 RRTNode *gon = nullptr;
634 ret = this->p_root_.next();
635 ret |= this->p_goal_.next();
636 if (this->overlaptrees(&ron, &gon)) {
637 if (this->connecttrees(ron, gon))
638 this->goal_found(true);
639 this->tlog(this->findt());
645 bool T3::link_obstacles(
646 std::vector<CircleObstacle> *cobstacles,
647 std::vector<SegmentObstacle> *sobstacles)
650 ret = RRTBase::link_obstacles(cobstacles, sobstacles);
651 ret &= this->p_root_.link_obstacles(cobstacles, sobstacles);
652 ret &= this->p_goal_.link_obstacles(cobstacles, sobstacles);
656 bool T3::connecttrees(RRTNode *rn, RRTNode *gn)
658 while (gn != this->goal()) {
659 this->p_root_.nodes().push_back(new RRTNode(
664 this->p_root_.nodes().back(),
667 this->p_root_.nodes().back()));
668 rn = this->p_root_.nodes().back();
671 rn->add_child(this->goal(), this->p_root_.cost(rn, this->goal()));
675 bool T3::overlaptrees(RRTNode **ron, RRTNode **gon)
677 for (auto rn: this->p_root_.nodes()) {
678 if (rn->parent() == nullptr)
680 for (auto gn: this->p_goal_.nodes()) {
681 if (gn->parent() == nullptr)
683 if (IS_NEAR(rn, gn)) {
693 Klemm2015::Klemm2015(RRTNode *init, RRTNode *goal):
694 Karaman2011(init, goal),
698 srand(static_cast<unsigned>(time(0)));
699 this->root()->tree('R');
700 this->goal()->tree('G');
701 this->add_iy(this->goal());
704 bool Klemm2015::next()
706 RRTNode *xn = nullptr;
710 if (this->samples().size() == 0)
717 this->samples().push_back(rs);
718 //std::cerr << "next" << std::endl;
719 if (this->extendstar1(rs, &xn) != 2) {
721 // std::cerr << "- xn: " << xn->x() << ", " << xn->y();
722 // std::cerr << std::endl;
724 // std::cerr << "- xn: nullptr" << std::endl;
727 ret = this->connectstar(xn);
732 this->tlog(this->findt());
735 return this->goal_found();
738 int Klemm2015::extendstar1(RRTNode *rs, RRTNode **xn)
740 int ret = 0; // 0 - advanced, 1 - reached, 2 - trapped
741 char tree = this->root()->tree();
742 //std::cerr << "extend*1" << std::endl;
743 //std::cerr << "- tree is " << tree << std::endl;
744 //std::cerr << " - rs: " << rs->x() << ", " << rs->y() << std::endl;
746 // std::cerr << " - xn: " << (*xn)->x() << ", " << (*xn)->y();
747 // std::cerr << std::endl;
749 //for (int i = 0; i < IYSIZE; i++) {
750 // if (this->iy_[i].size() > 0) {
751 // RRTNode *tmpn = this->iy_[i].back();
752 // float tmpd = EDIST(tmpn, this->goal());
754 // std::cerr << i << ": " << tmpn->x();
755 // std::cerr << ", " << tmpn->y();
756 // std::cerr << ", " << tmpn->tree();
757 // std::cerr << " (" << tmpd << ")";
759 // if (tmpn == this->root())
760 // std::cerr << " root";
761 // if (tmpn == this->goal())
762 // std::cerr << " goal";
763 // std::cerr << std::endl;
766 RRTNode *nn = this->nn(rs);
767 //std::cerr << " - nn: " << nn->x() << ", " << nn->y() << std::endl;
768 std::vector<RRTNode *> nvs;
769 std::vector<RRTNode *> steered = this->steer(nn, rs);
770 RRTNode *ns = steered[1];
776 this->nodes().size()),
778 this->nodes().push_back(ns);
781 if (!this->connect(nn, ns, nvs)) {
782 this->iy_[this->YI(ns)].pop_back();
786 this->rewire(nvs, ns);
788 for (auto n: steered) {
793 //std::cerr << " - xn: " << (*xn)->x() << ", " << (*xn)->y();
794 //std::cerr << std::endl;
798 int Klemm2015::extendstarC(RRTNode *rs)
800 int ret = 0; // 0 - advanced, 1 - reached, 2 - trapped
801 char tree = this->root()->tree();
802 //std::cerr << "extend*C" << std::endl;
803 //std::cerr << "- tree is " << tree << std::endl;
804 //std::cerr << " - rs: " << rs->x() << ", " << rs->y() << std::endl;
805 RRTNode *nn = this->nn(rs);
807 std::vector<RRTNode *> nvs;
809 for (auto ns: this->steer(nn, rs)) {
817 this->nodes().size()),
819 this->nodes().push_back(ns);
822 if (!this->connect(pn, ns, nvs)) {
823 this->iy_[this->YI(ns)].pop_back();
828 this->rewire(nvs, ns);
830 if (IS_NEAR(pn, rs)) { // GOAL FOUND !
832 if (this->orig_root_ == this->root()) { // rs is in G tree
833 // add all rs parents to pn
835 } else { // rs is in R tree
840 while (tmp != this->goal()) {
841 this->nodes().push_back(new RRTNode(
845 this->nodes().back()->s(tmp->s());
846 this->nodes().back()->tree('R');
848 this->nodes().back(),
849 this->cost(pn, this->nodes().back()));
850 pn = this->nodes().back();
853 pn->add_child(tmp, this->cost(pn, tmp)); // add goal()
863 int Klemm2015::connectstar(RRTNode *x)
865 int ret = 0; // 0 - advanced, 1 - reached, 2 - trapped
866 //std::cerr << "connect* (start)" << std::endl;
867 ret = this->extendstarC(x);
868 //std::cerr << "connect* (end)" << std::endl;
872 void Klemm2015::swap()
876 this->root(this->goal());