A Hybrid Global/Reactive Algorithm for Collision-Free Navigation of Mobile Ground Robots in Environments with Steady and Moving Obstacles

In this paper, we present an efficient hybrid navigation strategy for a low-computational non-holonomic mobile robot in an indoor environment with multiple static and moving objects. The Dynamic Programming is stacked with a reactive control algorithm to achieve the desired result. Dynamic Programmi...

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Vydáno v:2022 IEEE International Conference on Robotics and Biomimetics (ROBIO) s. 1321 - 1326
Hlavní autoři: Verma, Satish Chandra, Savkin, Andrey V.
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 05.12.2022
Témata:
Computer simulation
Dynamic programming
Ecosystems
Heuristic algorithms
Navigation
Robot sensing systems
Wireless communication
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Shrnutí:In this paper, we present an efficient hybrid navigation strategy for a low-computational non-holonomic mobile robot in an indoor environment with multiple static and moving objects. The Dynamic Programming is stacked with a reactive control algorithm to achieve the desired result. Dynamic Programming helps to navigate among known environments with known static obstacles. The reactive controller assists in avoiding unknown obstacles by using the onboard sensor's information. Computer simulation results validate the proposed strategy.
DOI:10.1109/ROBIO55434.2022.10011770