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addObstacle

Add obstacles to 2-D capsule list

Description

example

addObstacle(capsuleListObj,obstacleStruct) adds one or more obstacles to the 2-D dynamic capsule list with the specified ID, state, and geometry values given in obstacleStruct.

status = addObstacle(capsuleListObj,obstacleStruct) additionally returns an indicator of whether each specified obstacle was added, updated, or a duplicate.

Examples

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Build an ego body path and maintain obstacle states using the dynamicCapsuleList object. Visualize the states of all objects in the environment at different timestamps. Validate the path of the ego body by checking for collisions with obstacles in the environment.

Create the dynamicCapsuleList object. Extract the maximum number of steps to use as the number of time stamps for your object paths.

obsList = dynamicCapsuleList;
numSteps = obsList.MaxNumSteps;

Add Ego Body

Define an ego body by specifying the ID, geometry, and state together in a structure. The capsule geometry has a length of 3 m and radius of 1 m. Specify the state as a linear path from x = 0m to x = 100m.

egoID1 = 1;
geom = struct("Length",3,"Radius",1,"FixedTransform",eye(3));
states = linspace(0,1,obsList.MaxNumSteps)'.*[100 0 0];

egoCapsule1 = struct('ID',egoID1,'States',states,'Geometry',geom);
addEgo(obsList,egoCapsule1);

show(obsList,"TimeStep",[1:numSteps]);
ylim([-20 20])

Figure contains an axes object. The axes object contains an object of type patch.

Add Obstacles

Specify states for two obstacles that are separated from the ego body by 5 m in opposite directions on the y-axis.. Assume the obstacles have the same geometry geom as the ego body.

obsState1 = states + [0 5 0];
obsState2 = states + [0 -5 0];

obsCapsule1 = struct('ID',1,'States',obsState1,'Geometry',geom);
obsCapsule2 = struct('ID',2,'States',obsState2,'Geometry',geom);

addObstacle(obsList,obsCapsule1);
addObstacle(obsList,obsCapsule2);

show(obsList,"TimeStep",[1:numSteps]);
ylim([-20 20])

Figure contains an axes object. The axes object contains 3 objects of type patch.

Update Obstacles

Alter your obstacle locations and geometry dimensions over time. Use the previously generated structure, modify the fields, and update the obstacles using the updateObstacleGeometry and updateObstaclePose object functions. Reduces the radius of the first obstacle to 0.5 m, and change the path to move it towards the ego body.

obsCapsule1.Geometry.Radius = 0.5;

obsCapsule1.States = ...
    [linspace(0,100,numSteps)' ... % x
     linspace(5,-4,numSteps)' ... % y 
     zeros(numSteps,1)]; % theta

updateObstacleGeometry(obsList,1,obsCapsule1);
updateObstaclePose(obsList,1,obsCapsule1);

Check for Collisions

Visualize the new paths. Show where collisions between the ego body and an obstacle, which the display highlights in red. Notice that collisions between the obstacles are not checked.

show(obsList,"TimeStep",[1:numSteps],"ShowCollisions",1);
ylim([-20 20])
xlabel("X (m)")
ylabel("Y (m)")

Figure contains an axes object. The axes object contains 3 objects of type patch.

Programmatically check for collisions by using the checkCollision object function. The function returns a vector of logical values that indicates the status of each time step. The vector is transposed for display purposes.

collisions = checkCollision(obsList)'
collisions = 1x31 logical array

   0   0   0   0   0   0   0   0   0   0   0   0   1   1   1   1   1   1   1   1   1   1   0   0   0   0   0   0   0   0   0

To validate paths with a large number of steps, use the any function on the vector of collision values.

if any(collisions)
    disp("Collision detected.")
end
Collision detected.

Update Ego Path

Specify a new path for the ego body. Visualize the paths again, displaying collisions.

egoCapsule1.States = ...
    [linspace(0,100,numSteps)' ... % x
    3*sin(linspace(0,2*pi,numSteps))' ... % y
    zeros(numSteps,1)]; % theta

updateEgoPose(obsList,1,egoCapsule1);

show(obsList,"TimeStep",[1:numSteps],"ShowCollisions",1);
ylim([-20 20])

Figure contains an axes object. The axes object contains 3 objects of type patch.

Input Arguments

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Dynamic capsule list, specified as a dynamicCapsuleList object.

Obstacle parameters, specified as an N-element structure or a structure array, where N is the number of added obstacles. The fields of each structure define the ID, geometry, and states of an obstacle:

  • ID –– Integer that identifies each object. Stored in the ObstacleIDs property of the dynamicCapsuleList object specified by the capsuleListObj argument.

  • States –– Location and orientation of the object as an M-by-3 matrix, where each row is of form [x y theta], and M is the number of states for the specified obstacle in the world frame. The list of states assumes each state is separated by a fixed time interval. xy-positions are in meters and theta is in radians.

  • Geometry –– Structure with fields Length, Radius, and FixedTransform. These fields define the size of the capsule-based object using the specified length for the cylinder and semicircle radius for the end caps. To shift the capsule geometry from the default origin, specify the FixedTransform field as a fixed transform relative to the local frame of the capsule. To keep the default capsule origin, specify the transform as eye(3).

Capsule geometry image showing the position and orientation of the capsule dimensions. Positive X is the right direction in the world frame. Positive Y is up. Positive theta is a counter-clockwise rotation from the world frame. The capsule geometry has a radius for the circular ends and a length for the rectangular section in the middle.

Output Arguments

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Result of adding obstacles, returned as a N-element column vector of ones, zeros, and negative ones. N is the number of obstacles specified in the obstacleStruct argument. Each value indicates whether the associated body is added (1), updated (0), or a duplicate (-1). While adding obstacles, if multiple structures with the same body ID are found in the structure array obstaclesStruct, then the function marks the previous entry as duplicate and ignores it.

Extended Capabilities

C/C++ Code Generation
Generate C and C++ code using MATLAB® Coder™.

Introduced in R2020b