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Mobile robot navigation in 2-D dynamic environments using an electrostatic potential field

Tsourveloudis Nikolaos, K. P. Valavanis, T. Heber, R. Kolluru

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URIhttp://purl.tuc.gr/dl/dias/176C9669-B5A0-4800-B5F9-522447712B2E-
Αναγνωριστικόhttps://doi.org/10.1109/3468.833100-
Γλώσσαen-
Μέγεθος10 pagesen
ΤίτλοςMobile robot navigation in 2-D dynamic environments using an electrostatic potential fielden
ΔημιουργόςTsourveloudis Nikolaosen
ΔημιουργόςΤσουρβελουδης Νικολαοςel
ΔημιουργόςK. P. Valavanisen
ΔημιουργόςT. Heberen
ΔημιουργόςR. Kolluruen
ΕκδότηςIEEEen
ΠερίληψηProposes a solution to the two-dimensional (2-D) collision fee path planning problem for an autonomous mobile robot utilizing an electrostatic potential field (EPF) developed through a resistor network, derived to represent the environment. No assumptions are made about the amount of information contained in the a priori environment map (it may be completely empty) or the shape of the obstacles. The well-formulated and well-known laws of electrostatic fields are used to prove that the proposed approach generates an approximately optimal path (based on cell resolution) in a real-time frame. It is also proven through the classical laws of electrostatics that the derived potential function is a global navigation function (as defined by Rimon and Koditschek, 1992), that the field is free of all local minima and that all paths necessarily lead to the goal position. The complexity of the EPF generated path is shown to be O(mnM), where m is the total number of polygons in the environment and nM is the maximum number of sides of a polygonal object. The method is tested both by simulation and experimentally on a Nomad200 mobile robot platform equipped with a ring of sixteen sonar sensors en
ΤύποςPeer-Reviewed Journal Publicationen
ΤύποςΔημοσίευση σε Περιοδικό με Κριτέςel
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2015-10-08-
Ημερομηνία Δημοσίευσης2000-
Θεματική ΚατηγορίαElectrostatics en
Θεματική ΚατηγορίαRobot programmingen
Θεματική Κατηγορίαrobots programmingen
Θεματική Κατηγορίαrobot programmingen
Θεματική ΚατηγορίαMovement of robotsen
Θεματική ΚατηγορίαRobot motionen
Θεματική Κατηγορίαrobots motionen
Θεματική Κατηγορίαmovement of robotsen
Θεματική Κατηγορίαrobot motionen
Βιβλιογραφική ΑναφοράK.P. Valavanis , T. Hebert, R. Kolluru, N. C. Tsourveloudis, 'Mobile robot navigation in 2-D dynamic environments using electrostatic potential fields', IEEE Trans. on Syst., Man and Cybern.-Part A, vol. 30, no. 2, pp. 187-197, 2000.doi: 10.1109/3468.833100en

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