Simulation and Data

What Is Collision Detection? How Robots Identify Potential Contact.

By Rodolfo Garcia Calderoni, CFA ·

On this pageWhat Is Collision Detection?Key TakeawaysHow Does Collision Detection Work?What Is Self-Collision Detection?Collision Detection vs. Collision AvoidanceFrequently Asked QuestionsThe Bottom LineSourcesRelated terms

What Is Collision Detection?

Collision detection is the process of determining whether objects are touching, intersecting, or are likely to collide based on their positions and shapes.

In robotics, collision detection is used in motion planning, simulation, navigation, and certain monitoring systems.

For example, before moving its arm toward a component, a robot planner may check whether the proposed movement would cause the arm to intersect a nearby machine.

This allows the software to reject movements that would produce unwanted contact under its model of the environment.

Key Takeaways

  • Collision detection determines whether objects intersect or come into contact.
  • Robot planners and simulators use collision checks to evaluate movements before or during execution.
  • Collision detection does not automatically prevent accidents because its reliability depends on accurate models, sensing, and control.

How Does Collision Detection Work?

Collision-detection software represents objects using geometric shapes.

These may include boxes, spheres, cylinders, or detailed three-dimensional models.

The software calculates whether the shapes overlap or intersect.

For complex robot arms, these calculations can be repeated at different joint configurations along a proposed movement.

Consider a robot moving a gripper between two pieces of equipment.

Its motion planner may evaluate numerous possible trajectories.

Each candidate path can be checked against the robot's own geometry and known environmental obstacles.

A path that would intersect another object may be rejected.

What Is Self-Collision Detection?

Self-collision detection checks whether parts of the same robot would collide with one another.

For example, a multi-jointed robotic arm may have configurations where its elbow could strike another section of the arm.

The robot's planning software can test configurations to avoid these intersections.

Some contacts between connected parts are intentionally allowed, so collision-checking systems may include rules specifying which pairs of components should be examined.

Collision Detection vs. Collision Avoidance

The two concepts serve different functions.

Collision detection identifies contact or potential geometric interference.

Collision avoidance uses information about obstacles to select movements that reduce the likelihood of unwanted contact.

A robot might detect that a proposed path intersects a storage rack and calculate a new route around it.

Detection provides information, while avoidance uses that information to influence behavior.

Neither replaces appropriate safety-rated protective systems where required.

Frequently Asked Questions

Can collision detection prevent every accident?

No. Errors in sensing, geometry, timing, or motion prediction can cause collisions to be missed. Safety applications require appropriate protective systems.

Is collision detection only used in physical robots?

No. It is also widely used in simulation, video games, computer graphics, and virtual environments.

The Bottom Line

Collision detection helps robotic systems identify unwanted contact between objects. It is a fundamental component of motion planning and simulation, but physical safety depends on more than geometric calculations alone.

Sources

  1. MoveIt — Planning Scene and Collision Checking

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