A new gap-based obstacle avoidance approach: Follow the obstacle circle method

Hosein Houshyari, Volkan Sezer*

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3 Atıf (Scopus)

Özet

One of the most challenging tasks for autonomous robots is avoiding unexpected obstacles during their path following operation. Follow the gap method (FGM) is one of the most popular obstacle avoidance algorithms that recursively guides the robot to the goal state by considering the angle to the goal point and the distance to the closest obstacles. It selects the largest gap around the robot, where the gap angle is calculated by the vector to the midpoint of the largest gap. In this paper, a novel obstacle avoidance procedure is developed and applied to a real fully autonomous wheelchair. This proposed algorithm improves the FGM's travel safety and brings a new solution to the obstacle avoidance task. In the proposed algorithm, the largest gap is selected based on gap width. Moreover, the avoidance angle (similar to the gap center angle of FGM) is calculated considering the locus of the equidistant points from obstacles that create obstacle circles. Monte Carlo simulations are used to test the proposed algorithm, and according to the results, the new procedure guides the robot to safer trajectories compared with classical FGM. The real experimental test results are in parallel to the simulations and show the real-time performance of the proposed approach.

Orijinal dilİngilizce
Sayfa (başlangıç-bitiş)2231-2254
Sayfa sayısı24
DergiRobotica
Hacim40
Basın numarası7
DOI'lar
Yayın durumuYayınlandı - 18 Tem 2022

Bibliyografik not

Publisher Copyright:
© 2021 The Author(s). Published by Cambridge University Press.

Finansman

This work was supported by the Turkish Scientific and Technological Research Council (TUBITAK) under project no 118E809.

FinansörlerFinansör numarası
TUBITAK118E809
Turkish Scientific and Technological Research Council

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