Navigation and Control

What Is Route Planning? How Robots Choose Where to Travel.

By Rodolfo Garcia Calderoni, CFA ·

On this pageWhat Is Route Planning?Key TakeawaysHow Does Route Planning Work?Route Planning vs. Path PlanningWhat Is Multi-Stop Route Planning?How Is Route Planning Used With Fleet Management?What Happens When a Route Is Blocked?Frequently Asked QuestionsThe Bottom LineSourcesRelated terms

What Is Route Planning?

Route planning is the process of selecting a route between locations using information such as distance, available paths, restrictions, and operating objectives.

It is used in logistics, transportation, autonomous vehicles, and mobile robotics.

For example, a warehouse robot assigned to deliver a container may need to choose between several corridors connecting its current location and the destination.

Route planning helps determine which overall path is most appropriate.

Key Takeaways

  • Route planning selects how a robot or vehicle should travel between locations.
  • Route selection can consider distance, travel cost, restrictions, congestion, and energy requirements.
  • A route must still be translated into feasible physical movement by navigation and control systems.

How Does Route Planning Work?

Imagine a warehouse with several storage areas and packing stations.

A robot receives a delivery request.

The route planner identifies its starting location and destination.

It evaluates the available connections between different areas.

One route may be shortest but pass through a congested corridor.

Another may be longer but avoid heavy traffic.

The planner selects a route according to the system's objectives.

The robot's local navigation system then determines how to follow the route while responding to nearby obstacles.

Route Planning vs. Path Planning

The terms overlap, particularly in mobile robotics.

Route planning often emphasizes selecting broader connections through a network of roads, aisles, or locations.

Path planning can describe more detailed geometric movement through space.

For example, a route planner may select which warehouse corridors the robot should use.

A path planner may calculate a traversable trajectory or sequence of positions through those corridors.

Different robotics frameworks organize these functions differently.

What Is Multi-Stop Route Planning?

A robot fleet may need to complete several deliveries.

Instead of selecting one destination, the system must determine which stops should be visited and in what order.

For example, a robot may need to collect items from three storage areas before delivering them to a packing station.

The route planner may consider total travel distance, battery capacity, delivery priorities, and operational constraints.

Problems involving many destinations can become computationally complex.

Some systems use optimization methods or heuristics to generate useful routes.

How Is Route Planning Used With Fleet Management?

Fleet management coordinates work across multiple robots.

Route planning determines how individual robots should travel.

For example, fleet software may decide that Robot A should handle a particular delivery.

A route planner then selects an appropriate route.

In shared facilities, the fleet system may also coordinate traffic or restrict routes to reduce congestion.

The complete arrangement depends on the software architecture.

What Happens When a Route Is Blocked?

The system may need to calculate another route.

For example, if an aisle becomes unavailable, the robot may stop and request replanning.

However, a new route is only possible if another feasible connection exists.

Some situations require waiting or human assistance.

Frequently Asked Questions

Does route planning require GPS?

No. Indoor robots can plan routes using maps and local coordinate systems.

Does the shortest route always use the least energy?

No. Load, acceleration, terrain, congestion, and other operating conditions can affect energy consumption.

The Bottom Line

Route planning helps robots select practical ways to move between destinations. Its usefulness depends on combining map information with the real operating objectives and restrictions of the facility.

Sources

  1. Nav2: Route server configuration

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