Título: Robot navigation behaviors based on omnidirectional vision and information theory
Autores: Bonev, Boyan
Cazorla Quevedo, Miguel Ángel
Escolano Ruiz, Francisco
Fecha: 2009-11-23
2009-11-23
2007-09
Publicador: RUA Docencia
Fuente:
Tipo: info:eu-repo/semantics/article
Tema: Omnidirectional vision
Autonomous robot navigation
Entropy
Ciencia de la Computación e Inteligencia Artificial
Descripción: In this work we present a reactive autonomous robot navigation system based only on omnidirectional vision. It does not rely on any prior knowledge about the environment apart from assuming a structured one, like indoor corridors or outdoor avenues. The direction of the corridor is estimated from the entropy analysis of a 1-D omnidirectional image. The 2-D omnidirectional image is analyzed for obstacle avoidance and for keeping a safety distance from the borders of the corridor. Both methods are non-metric and no 3-D information is needed. The system performs well with different resolutions and the catadioptric sensor needs no calibration. We present results from indoor and outdoor experiments.
This research is funded by the project DPI2005-01280 from the Spanish Government and the project GV06/134 from Generalitat Valenciana (Spain).
Idioma: Inglés

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