#include <queue>
#include "bcar.h"
#include "rrtbase.h"
+
+#if USE_GL > 0
// OpenGL
#include <GL/gl.h>
#include <GL/glu.h>
#include <SDL2/SDL.h>
+#endif
+
// RRT
#include "sample.h"
#include "cost.h"
#include "nn.h"
#include "nv.h"
+#if USE_GL > 0
extern SDL_Window* gw;
extern SDL_GLContext gc;
+#endif
+
+Cell::Cell()
+{
+ pthread_mutex_init(&this->m_, NULL);
+}
+
+bool Cell::changed()
+{
+ pthread_mutex_lock(&this->m_);
+ bool ret = this->changed_;
+ pthread_mutex_unlock(&this->m_);
+ return ret;
+}
+
+std::vector<RRTNode *> Cell::nodes()
+{
+ pthread_mutex_lock(&this->m_);
+ std::vector<RRTNode *> ret(this->nodes_);
+ pthread_mutex_unlock(&this->m_);
+ return ret;
+}
+
+void Cell::add_node(RRTNode *n)
+{
+ pthread_mutex_lock(&this->m_);
+ this->nodes_.push_back(n);
+ this->changed_ = true;
+ pthread_mutex_unlock(&this->m_);
+}
RRTBase::~RRTBase()
{
+// Fix heap-use-after-free error when T3 planner is used. If only T2 is used,
+// please uncommend the following code:
+//
for (auto n: this->nodes_)
if (n != this->root_)
delete n;
delete this->goal_;
}
-RRTBase::RRTBase():
- root_(new RRTNode()),
- goal_(new RRTNode())
+RRTBase::RRTBase()
+ : root_(new RRTNode())
+ , goal_(new RRTNode())
+ , gen_(std::random_device{}())
+ , ndx_(HMAX - HMIN, (HMAX - HMIN) / 4)
+ , ndy_(VMAX - VMIN, (VMAX - VMIN) / 4)
+ , ndh_(0, M_PI * 2 / 4)
{
+ this->nodes_.reserve(NOFNODES);
this->nodes_.push_back(this->root_);
this->add_iy(this->root_);
+ this->add_ixy(this->root_);
}
-RRTBase::RRTBase(RRTNode *init, RRTNode *goal):
- root_(init),
- goal_(goal)
+RRTBase::RRTBase(RRTNode *init, RRTNode *goal)
+ : root_(init)
+ , goal_(goal)
+ , gen_(std::random_device{}())
+ , ndx_(HMIN + (HMAX - HMIN) / 2, (HMAX - HMIN) / 4)
+ , ndy_(VMIN + (VMAX - VMIN) / 2, (VMAX - VMIN) / 4)
+ , ndh_(0, M_PI * 2 / 4)
{
+ this->nodes_.reserve(NOFNODES);
this->nodes_.push_back(init);
this->add_iy(init);
+ this->add_ixy(init);
}
// getter
return this->goal_;
}
+std::vector<RRTNode *> &RRTBase::goals()
+{
+ return this->goals_;
+}
+
std::vector<RRTNode *> &RRTBase::nodes()
{
return this->nodes_;
return this->dnodes_;
}
+std::queue<RRTNode *> &RRTBase::firsts()
+{
+ return this->firsts_;
+}
+
+PolygonObstacle &RRTBase::frame()
+{
+ return this->frame_;
+}
+
std::vector<RRTNode *> &RRTBase::samples()
{
return this->samples_;
return this->tlog_;
}
+std::vector<RRTNode *> &RRTBase::slot_cusp()
+{
+ return this->slot_cusp_;
+}
+
bool RRTBase::goal_found()
{
return this->goal_found_;
return dt.count();
}
+std::vector<RRTNode *> RRTBase::traj_cusp()
+{
+ std::vector<RRTNode *> tmp_cusps;
+ for (auto n: this->tlog().back()) {
+ if (sgn(n->s()) == 0) {
+ tmp_cusps.push_back(n);
+ } else if (n->parent() &&
+ sgn(n->s()) != sgn(n->parent()->s())) {
+ tmp_cusps.push_back(n);
+ tmp_cusps.push_back(n->parent());
+ }
+ }
+ std::vector<RRTNode *> cusps;
+ for (unsigned int i = 0; i < tmp_cusps.size(); i++) {
+ if (tmp_cusps[i] != tmp_cusps[(i + 1) % tmp_cusps.size()])
+ cusps.push_back(tmp_cusps[i]);
+ }
+ return cusps;
+}
+
// setter
void RRTBase::root(RRTNode *node)
{
this->goal_ = node;
}
+void RRTBase::goals(std::vector<RRTNode *> g)
+{
+ this->goals_ = g;
+ std::reverse(this->goals_.begin(), this->goals_.end());
+ RRTNode *pn = this->goals_.front();
+ for (auto n: this->goals_) {
+ if (n != pn) {
+ pn->add_child(n, this->cost(pn ,n));
+ pn = n;
+ }
+ }
+}
+
bool RRTBase::logr(RRTNode *root)
{
std::vector<RRTEdge *> e; // Edges to log
return true;
}
+bool RRTBase::add_ixy(RRTNode *n)
+{
+ int ix = IXI(n->x());
+ if (ix < 0)
+ ix = 0;
+ if (ix >= IXSIZE)
+ ix = IXSIZE - 1;
+ int iy = IYI(n->y());
+ if (iy < 0)
+ iy = 0;
+ if (iy >= IYSIZE)
+ iy = IYSIZE - 1;
+ this->ixy_[ix][iy].add_node(n);
+ return true;
+}
+
bool RRTBase::goal_found(bool f)
{
this->goal_found_ = f;
return f;
}
+void RRTBase::slot_cusp(std::vector<RRTNode *> sc)
+{
+ for (unsigned int i = 0; i < sc.size() - 1; i++)
+ sc[i]->add_child(sc[i + 1], this->cost(sc[i], sc[i + 1]));
+ sc[0]->parent(this->goal());
+ this->slot_cusp_ = sc;
+}
+
// other
bool RRTBase::glplot()
{
+#if USE_GL > 0
glClear(GL_COLOR_BUFFER_BIT);
glLineWidth(1);
glPointSize(1);
glVertex2f(GLVERTEX(this->samples_.back()));
glEnd();
}
- // Plot nodes
+ // Plot nodes (position, orientation
std::vector<RRTNode *> s; // DFS stack
std::vector<RRTNode *> r; // reset visited_
RRTNode *tmp;
glBegin(GL_LINES);
s.push_back(this->root_);
+ while (s.size() > 0) {
+ tmp = s.back();
+ s.pop_back();
+ if (!tmp->visit()) {
+ r.push_back(tmp);
+ for (auto ch: tmp->children()) {
+ s.push_back(ch);
+ glColor3f(0.5, 0.5, 0.5);
+ BicycleCar bc(tmp->x(), tmp->y(), tmp->h());
+ glVertex2f(
+ bc.lfx() * GLPLWSCALE,
+ bc.lfy() * GLPLHSCALE
+ );
+ glVertex2f(
+ bc.lrx() * GLPLWSCALE,
+ bc.lry() * GLPLHSCALE
+ );
+ glVertex2f(
+ bc.lrx() * GLPLWSCALE,
+ bc.lry() * GLPLHSCALE
+ );
+ glVertex2f(
+ bc.rrx() * GLPLWSCALE,
+ bc.rry() * GLPLHSCALE
+ );
+ glVertex2f(
+ bc.rrx() * GLPLWSCALE,
+ bc.rry() * GLPLHSCALE
+ );
+ glVertex2f(
+ bc.rfx() * GLPLWSCALE,
+ bc.rfy() * GLPLHSCALE
+ );
+ }
+ }
+ }
+ glEnd();
+ // Plot nodes
+ glBegin(GL_LINES);
+ s.push_back(this->root_);
while (s.size() > 0) {
tmp = s.back();
s.pop_back();
SDL_GL_SwapWindow(gw);
for (auto n: r)
n->visit(false);
+#endif
return true;
}
RRTNode *node,
float (*cost)(RRTNode *, RRTNode* ))
{
- float xx = pow(node->x() - this->goal_->x(), 2);
- float yy = pow(node->y() - this->goal_->y(), 2);
- float dh = std::abs(node->h() - this->goal_->h());
- if (IS_NEAR(node, this->goal_)) {
+ if (GOAL_IS_NEAR(node, this->goal_)) {
if (this->goal_found_) {
- if (node->ccost() + (*cost)(node, this->goal_) <
+ if (node->ccost() + this->cost(node, this->goal_) <
this->goal_->ccost()) {
RRTNode *op; // old parent
float oc; // old cumulative cost
oc = this->goal_->ccost();
od = this->goal_->dcost();
node->add_child(this->goal_,
- (*cost)(node, this->goal_));
+ this->cost(node, this->goal_));
if (this->collide(node, this->goal_)) {
node->children().pop_back();
this->goal_->parent(op);
} else {
node->add_child(
this->goal_,
- (*cost)(node, this->goal_));
+ this->cost(node, this->goal_));
if (this->collide(node, this->goal_)) {
node->children().pop_back();
this->goal_->remove_parent();
return false;
}
this->goal_found_ = true;
+ // Update ccost of goal's parents
+ if (this->goals().size() > 0) {
+ RRTNode *ch = this->goals().back();
+ RRTNode *pn = this->goals().back()->parent();
+ while (pn) {
+ pn->ccost(
+ ch->ccost()
+ - this->cost(pn, ch)
+ );
+ ch = pn;
+ pn = pn->parent();
+ }
+ }
+ return true;
+ }
+ }
+ return false;
+}
+
+bool RRTBase::goal_found(
+ RRTNode *node,
+ RRTNode *goal
+)
+{
+ if (GOAL_IS_NEAR(node, goal)) {
+ if (this->goal_found_) {
+ if (
+ goal->ccost() != -1
+ && node->ccost() + this->cost(node, goal)
+ < goal->ccost()
+ ) {
+ RRTNode *op; // old parent
+ float oc; // old cumulative cost
+ float od; // old direct cost
+ op = goal->parent();
+ oc = goal->ccost();
+ od = goal->dcost();
+ node->add_child(goal,
+ this->cost(node, goal));
+ if (this->collide(node, goal)) {
+ node->children().pop_back();
+ goal->parent(op);
+ goal->ccost(oc);
+ goal->dcost(od);
+ } else {
+ op->rem_child(goal);
+ return true;
+ }
+ } else {
+ return false;
+ }
+ } else {
+ node->add_child(
+ goal,
+ this->cost(node, goal)
+ );
+ if (this->collide(node, goal)) {
+ node->children().pop_back();
+ goal->remove_parent();
+ return false;
+ }
+ this->goal_found_ = true;
+ // Update ccost of goal's children
+ goal->update_ccost();
+ // Update ccost of goals
+ for (auto g: this->goals()) {
+ if (g == goal)
+ break;
+ g->ccost(-1);
+ }
return true;
}
}
ch_cost = dnodes[tmp.ni].c +
this->cost(cusps[tmp.ni], cusps[i]);
steered = this->steer(cusps[tmp.ni], cusps[i]);
+ if (steered.size() <= 0)
+ break;
for (unsigned int j = 0; j < steered.size() - 1; j++)
steered[j]->add_child(steered[j + 1], 1);
if (this->collide(
steered[0],
- steered[steered.size() - 1]))
+ steered[steered.size() - 1])) {
+ for (auto n: steered)
+ delete n;
continue;
+ }
if (ch_cost < dnodes[i].c) {
dnodes[i].c = ch_cost;
dnodes[i].pi = tmp.ni;
return false;
std::vector<RRTNode *> cusps;
for (unsigned int i = 0; i < tmp_cusps.size(); i++) {
- if (tmp_cusps[i] != tmp_cusps[(i + 1) % tmp_cusps.size()])
+ if (!IS_NEAR(
+ tmp_cusps[i],
+ tmp_cusps[(i + 1) % tmp_cusps.size()]
+ ))
cusps.push_back(tmp_cusps[i]);
}
std::reverse(cusps.begin(), cusps.end());
cusps[npi[i + 1]],
this->cost(pn, cusps[npi[i + 1]]));
en_add = false;
+ } else if (IS_NEAR(pn, ns)) {
+ delete ns;
} else {
+ this->nodes().push_back(ns);
+ this->add_iy(ns);
+ this->add_ixy(ns);
pn->add_child(ns, this->cost(pn, ns));
pn = ns;
}
}
// RRT Framework
+void RRTBase::setSamplingInfo(SamplingInfo si)
+{
+ this->ndx_ = std::normal_distribution<float>(si.x0, si.x);
+ this->ndy_ = std::normal_distribution<float>(si.y0, si.y);
+ this->ndh_ = std::normal_distribution<float>(si.h0, si.h);
+}
+
RRTNode *RRTBase::sample()
{
- return sa1();
+ float x = this->ndx_(this->gen_);
+ float y = this->ndy_(this->gen_);
+ float h = this->ndh_(this->gen_);
+ return new RRTNode(x, y, h);
}
float RRTBase::cost(RRTNode *init, RRTNode *goal)
RRTNode *RRTBase::nn(RRTNode *rs)
{
- return nn4(this->iy_, rs, nullptr);
- //return nn3(this->iy_, rs, nullptr);
+ int iy = IYI(rs->y());
+ struct mcnn nn;
+ nn.nn = nullptr;
+ nn.mc = 9999;
+ unsigned int i = 0; // vector step
+ unsigned int j = 0; // array step
+ int iyj = 0;
+ while (nn.mc > j * IYSTEP) {
+ iyj = (int) (iy + j);
+ if (iyj >= IYSIZE)
+ iyj = IYSIZE - 1;
+ #pragma omp parallel for reduction(minn: nn)
+ for (i = 0; i < this->iy_[iyj].size(); i++) {
+ if (EDIST(this->iy_[iyj][i], rs) < nn.mc) {
+ nn.mc = EDIST(this->iy_[iyj][i], rs);
+ nn.nn = this->iy_[iyj][i];
+ }
+ }
+ if (j > 0) {
+ iyj = (int) (iy - j);
+ if (iyj < 0)
+ iyj = 0;
+ #pragma omp parallel for reduction(minn: nn)
+ for (i = 0; i < this->iy_[iyj].size(); i++) {
+ if (EDIST(this->iy_[iyj][i], rs) < nn.mc) {
+ nn.mc = EDIST(this->iy_[iyj][i], rs);
+ nn.nn = this->iy_[iyj][i];
+ }
+ }
+ }
+ j++;
+ }
+ return nn.nn;
}
std::vector<RRTNode *> RRTBase::nv(RRTNode *node, float dist)
{
return st3(init, goal);
}
+
+std::vector<RRTNode *> RRTBase::steer(RRTNode *init, RRTNode *goal, float step)
+{
+ return st3(init, goal, step);
+}
projects / hubacji1 / iamcar.git / blobdiff