Development & integration · SCENARIO ROADMAP

Build navigation, mapping and localization

Create a map, validate localization and evaluate navigation with recoverable route failures.

Reviewed October 26, 2026 · Editorial learning and project guidance. Professional means project depth, not an accredited qualification.

THE DESTINATION

What you will produce

A site-readiness dossier and navigation regression suite. Connect a navigation stack to the operating environment.

Before you begin

Starting knowledge

  • Basic ROS concepts and coordinate transforms.
  • Understand a mobile base and its sensing assumptions.

Equipment & environment

Start in a supported simulated environment. Physical trials need a controlled route and an authorized operator.

No fixed completion time: use the evidence gates below to decide when to advance. Resource links open the botstest directory entry; check its publisher documentation for the exact version and configuration.

01

Beginner

Understand the navigation chain

Separate mapping, localization, planning and control.

Learn in this order

  1. Odometry, map and robot frames
  2. Sensor range, timestamps and calibration
  3. Static maps and localization assumptions

Put it into practice

  1. Run a documented navigation simulation and inspect frames.
  2. Create a small map and record where the robot thinks it is.
Produce this

A map, frame diagram and localization observation log.

Ready for the next step when…

Resources for this stage

Nav2 →

Study navigation components, maps, localization, behavior orchestration and recovery in the matching release.

Gazebo →

Build a simulated environment and test robot interfaces before moving to a physical setup.

TurtleBot3 →

Explore a compact mobile learning platform with a documented development ecosystem.

02

Intermediate

Evaluate routes and recovery

Make route completion measurable under representative changes.

Learn in this order

  1. Global routes versus local obstacle handling
  2. Costmaps, clearance and goal tolerance
  3. Recovery states and blocked destinations

Put it into practice

  1. Test fixed routes with different starting poses and obstacle placements.
  2. Record a blocked path and verify a bounded recovery or escalation.
Produce this

A route test matrix and recovery behavior log.

Ready for the next step when…

Resources for this stage

Nav2 →

Study navigation components, maps, localization, behavior orchestration and recovery in the matching release.

RTAB-Map →

Investigate mapping and localization workflows, recording sensor and calibration assumptions.

Foxglove →

Inspect recorded robot signals and build views that expose timing and system failures.

03

Professional

Plan site transfer and maintenance

Connect a navigation stack to the operating environment.

Learn in this order

  1. Map updates, site changes and calibration drift
  2. Fleet traffic, charging and network constraints
  3. Release acceptance and maintenance ownership

Put it into practice

  1. Survey a representative site route and compare it with simulation assumptions.
  2. Prepare regression tests for map changes and software updates.
Produce this

A site-readiness dossier and navigation regression suite.

Ready for the next step when…

Resources for this stage

Clearpath Jackal →

Compare a mobile research platform against payload, terrain, sensing and integration needs.

Husarion ROSbot →

Compare a ROS-oriented mobile platform with the interfaces and sensing required for the task.

Nav2 →

Study navigation components, maps, localization, behavior orchestration and recovery in the matching release.

Common pitfalls

  • Assuming a visually good map guarantees localization.
  • Tuning for an empty environment and ignoring operating traffic.

Where to go next

Extend to warehouse or field deployment only when route exceptions and maintenance ownership are explicit.

Explore other build paths →