可以给一个matlab的代码,一个任意多边形区域内部有障碍物,采用梯形分解法分割成若干个小梯形单元,并展示分割后的图像,输出坐标点
时间: 2024-03-09 12:48:47 浏览: 27
当您说“任意多边形区域内部有障碍物”,我猜测您想要的是一个障碍物分割算法。以下是一个实现多边形区域障碍物分割的Matlab代码:
```
function [traps, trapvertices] = trapezoid_decomposition(poly, obs)
% poly: polygon represented as a list of vertices
% obs: list of obstacles represented as polygons (each obstacle is also represented as a list of vertices)
% Combine the polygon and obstacles into a single list of vertices
all_vertices = [poly];
for i = 1:length(obs)
all_vertices = [all_vertices; obs{i}];
end
% Compute the convex hull of all vertices
hull_indices = convhull(all_vertices(:,1), all_vertices(:,2));
hull_vertices = all_vertices(hull_indices,:);
% Split the hull into trapezoids
[tmap, tvertices] = trapezoidal_map(hull_vertices);
% Remove trapezoids that intersect with obstacles
traps = {};
trapvertices = {};
for i = 1:length(tvertices)
trap = tvertices{i};
if ~trap_intersects_obstacle(trap, obs)
traps{end+1} = tmap(trap(1), trap(2), trap(3), trap(4));
trapvertices{end+1} = trap;
end
end
% Plot the trapezoids
figure;
hold on;
for i = 1:length(trapvertices)
trap = trapvertices{i};
plot([trap(1), trap(2)], [trap(3), trap(4)], 'k-');
end
axis equal;
end
function [tmap, tvertices] = trapezoidal_map(vertices)
% Compute the trapezoidal map of a polygon represented as a list of vertices
% tmap: a 2D array representing the trapezoidal map (each entry is a trapezoid ID)
% tvertices: list of vertices of each trapezoid
% Compute the bounding box of the polygon
xmin = min(vertices(:,1));
xmax = max(vertices(:,1));
ymin = min(vertices(:,2));
ymax = max(vertices(:,2));
% Create a bounding box trapezoid
bbox = [xmin, xmax, ymin, ymax];
% Initialize the trapezoidal map
tmap = zeros(2, 2);
tvertices = {bbox};
tmap(1,1) = 1;
% For each vertex, insert it into the trapezoidal map
for i = 1:size(vertices, 1)
[tmap, tvertices] = insert_vertex(vertices(i,:), tmap, tvertices);
end
end
function [tmap, tvertices] = insert_vertex(vertex, tmap, tvertices)
% Insert a vertex into the trapezoidal map
% Find the trapezoids that contain the vertex
[traps, trapvertices] = find_trapezoids_containing_vertex(vertex, tvertices);
% If the vertex lies on an edge, split the edge into two trapezoids
if length(traps) == 1
% Find the edge that contains the vertex
trap = traps{1};
trap_vertex_indices = find(all(trapvertices{1} == repmat(vertex, size(trapvertices{1}, 1), 1), 2));
assert(length(trap_vertex_indices) == 1);
if trap_vertex_indices == 1 % vertex lies on left edge
righttrap = trap;
lefttrap = [trap(1), tmap(1, trap(1), trap(3), trap(4)), trap(3), trap(4)];
tmap(1, trap(1), trap(3), trap(4)) = length(tvertices) + 1;
tvertices{end+1} = lefttrap;
elseif trap_vertex_indices == 2 % vertex lies on right edge
lefttrap = trap;
righttrap = [tmap(2, trap(1), trap(3), trap(4)), trap(2), trap(3), trap(4)];
tmap(2, trap(1), trap(3), trap(4)) = length(tvertices) + 1;
tvertices{end+1} = righttrap;
else % vertex lies on top or bottom edge, which is not split
return;
end
% Update the trapezoidal map
tmap(1, lefttrap(1), lefttrap(3), lefttrap(4)) = length(tvertices);
tmap(2, righttrap(1), righttrap(3), righttrap(4)) = length(tvertices) - 1;
else % vertex lies inside a trapezoid
% Split the trapezoid into four smaller trapezoids
trap = traps{1};
trap_vertex_indices = find(all(trapvertices{1} == repmat(vertex, size(trapvertices{1}, 1), 1), 2));
assert(length(trap_vertex_indices) == 0);
lefttop = [trap(1), tmap(1, trap(1), trap(3), trap(4)), trap(3), vertex(2)];
leftbottom = [trap(1), lefttop(2), vertex(2), trap(4)];
righttop = [tmap(2, trap(1), trap(3), trap(4)), trap(2), trap(3), vertex(2)];
rightbottom = [righttop(1), trap(2), vertex(2), trap(4)];
% Update the trapezoidal map
tmap(1, lefttop(1), lefttop(3), lefttop(4)) = length(tvertices) + 1;
tmap(1, leftbottom(1), leftbottom(3), leftbottom(4)) = length(tvertices) + 2;
tmap(2, righttop(1), righttop(3), righttop(4)) = length(tvertices) + 3;
tmap(2, rightbottom(1), rightbottom(3), rightbottom(4)) = length(tvertices) + 2;
tvertices{end+1} = lefttop;
tvertices{end+1} = leftbottom;
tvertices{end+1} = righttop;
tvertices{end+1} = rightbottom;
end
end
function [traps, trapvertices] = find_trapezoids_containing_vertex(vertex, tvertices)
% Find the trapezoids that contain a vertex
traps = {};
trapvertices = {};
for i = 1:length(tvertices)
trap = tvertices{i};
if vertex(1) > trap(1) && vertex(1) < trap(2) && vertex(2) > trap(3) && vertex(2) < trap(4)
traps{end+1} = trap;
trapvertices{end+1} = [trap(1), trap(2), trap(3), trap(4)];
end
end
end
function intersects = trap_intersects_obstacle(trap, obs)
% Check if a trapezoid intersects with any obstacles
for i = 1:length(obs)
poly = obs{i};
if poly_trapezoid_intersection(poly, trap)
intersects = true;
return;
end
end
intersects = false;
end
function intersection = poly_trapezoid_intersection(poly, trap)
% Check if a polygon intersects with a trapezoid
% Check if any of the vertices of the polygon lie inside the trapezoid
for i = 1:size(poly, 1)
vertex = poly(i,:);
if vertex(1) > trap(1) && vertex(1) < trap(2) && vertex(2) > trap(3) && vertex(2) < trap(4)
intersection = true;
return;
end
end
% Check if any of the edges of the polygon intersect with the trapezoid
for i = 1:size(poly, 1)
edge = [poly(i,:), poly(mod(i,size(poly,1))+1,:)];
if edge_trapezoid_intersection(edge, trap)
intersection = true;
return;
end
end
intersection = false;
end
function intersection = edge_trapezoid_intersection(edge, trap)
% Check if an edge intersects with a trapezoid
% Check if the edge intersects with the top or bottom edge of the trapezoid
x1 = edge(1);
x2 = edge(3);
y = edge(2);
if (x1 < trap(2) && x2 > trap(1) && y >= trap(4)) || (x1 < trap(2) && x2 > trap(1) && y <= trap(3))
intersection = true;
return;
end
% Check if the edge intersects with the left or right edge of the trapezoid
y1 = edge(2);
y2 = edge(4);
x = edge(1);
if (y1 < trap(4) && y2 > trap(3) && x >= trap(2)) || (y1 < trap(4) && y2 > trap(3) && x <= trap(1))
intersection = true;
return;
end
intersection = false;
end
```
使用方法:
1.定义一个多边形和障碍物
```
poly = [0 0; 1 0; 1 1; 0 1];
obs = {[0.3 0.3; 0.5 0.3; 0.5 0.5; 0.3 0.5]};
```
2.运行分割算法
```
[traps, trapvertices] = trapezoid_decomposition(poly, obs);
```
3. 输出分割后的梯形单元坐标点
```
for i = 1:length(trapvertices)
trap = trapvertices{i};
fprintf('Trapezoid %d: (%f,%f) - (%f,%f) - (%f,%f) - (%f,%f)\n', i, trap(1), trap(3), trap(2), trap(3), trap(2), trap(4), trap(1), trap(4));
end
```
希望这个代码能够满足您的需求!