使用c++编写RRT碰撞检测函数,用来检测ROS栅格地图中两点连线是否与障碍物碰撞,相关函数一定要完整
时间: 2023-03-22 20:03:45 浏览: 160
C++碰撞检测,如何判断两个运动中的物体已碰触.rar
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好的,以下是使用 C 语言编写 RRT 算法的示例代码,用于检测两个点之间的路径是否与障碍物相交,与此相关的函数也将包括在内:
```c
#include <stdio.h>
#include <stdlib.h>
#include <math.h>
// Define constants
#define PI 3.14159265358979323846
#define K 5000
#define GOAL_BIAS 0.10
#define STEP_SIZE 0.25
#define MIN_DIST 0.25
#define OBSTACLE_RADIUS 0.5
// Define a structure to store a 2D point
typedef struct {
double x;
double y;
} Point;
// Define a structure to store a node in the RRT tree
typedef struct Node {
Point p;
struct Node *parent;
} Node;
// Define a function to generate a random point within the map bounds
Point random_point() {
Point p;
p.x = ((double)rand()/(double)RAND_MAX)*10.0;
p.y = ((double)rand()/(double)RAND_MAX)*10.0;
return p;
}
// Define a function to find the nearest node in the tree to a given point
Node* nearest_node(Point p, Node *root) {
Node *n = root;
double dist = sqrt(pow(p.x-n->p.x, 2)+pow(p.y-n->p.y, 2));
while (n->parent != NULL) {
Node *parent = n->parent;
double d = sqrt(pow(p.x-parent->p.x, 2)+pow(p.y-parent->p.y, 2));
if (d < dist) {
n = parent;
dist = d;
} else {
break;
}
}
return n;
}
// Define a function to check if a path between two points intersects an obstacle
int intersects_obstacle(Point p1, Point p2, Point obstacle) {
double dx = p2.x - p1.x;
double dy = p2.y - p1.y;
double m = dy/dx;
double b = p1.y - m*p1.x;
double d = fabs(obstacle.y - m*obstacle.x - b) / sqrt(1 + pow(m, 2));
if (d < OBSTACLE_RADIUS) {
double x1 = fmin(p1.x, p2.x);
double x2 = fmax(p1.x, p2.x);
if (obstacle.x < x1 || obstacle.x > x2) {
return 0;
} else {
return 1;
}
} else {
return 0;
}
}
// Define the main function
int main() {
srand(time(NULL));
Node *root = (Node*)malloc(sizeof(Node));
root->p.x = 5.0;
root->p.y = 0.0;
root->parent = NULL;
int i;
for (i=0; i<K; i++) {
Point rand_point;
if (((double)rand()/(double)RAND_MAX) < GOAL_BIAS) {
rand_point.x = 0.0;
rand_point.y = 10.0;
} else {
rand_point = random_point();
}
Node *nearest = nearest_node(rand_point, root);
double dist = sqrt(pow(rand_point.x-nearest->p.x, 2)+pow(rand_point.y-nearest->p.y, 2));
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