Robot navigation

Robot navigation using visual and sensorimotor information (2013)

Robot localization denotes the robot's ability to establish its own position and orientation within the frame of reference. Path planning is effectively an extension of localization, in that it requires the determination of the robot's current position and a position of a goal location, both within the same frame of reference or coordinates. Map building can be in the shape of a metric map or any notation describing locations in the robot frame of reference.[citation needed]

For any mobile device, the ability to navigate in its environment is important. Avoiding dangerous situations such as collisions and unsafe conditions (temperature, radiation, exposure to weather, etc.) comes first, but if the robot has a purpose that relates to specific places in the robot environment, it must find those places. This article will present an overview of the skill of navigation and try to identify the basic blocks of a robot navigation system, types of navigation systems, and closer look at its related building components.

Robot navigation means the robot's ability to determine its own position in its frame of reference and then to plan a path towards some goal location. In order to navigate in its environment, the robot or any other mobility device requires representation, i.e. a map of the environment and the ability to interpret that representation.

Navigation can be defined as the combination of the three fundamental competences:[1]

  1. Self-localization
  2. Path planning
  3. Map-building and map interpretation

Some robot navigation systems use simultaneous localization and mapping to generate 3D reconstructions of their surroundings.[2]

  1. ^ Stachniss, Cyrill. "Robotic mapping and exploration." Vol. 55. Springer, 2009.
  2. ^ Fuentes-Pacheco, Jorge, José Ruiz-Ascencio, and Juan Manuel Rendón-Mancha. "Visual simultaneous localization and mapping: a survey." Artificial Intelligence Review 43.1 (2015): 55-81.