Memorias de investigación
Capítulo de libro:
A Vision-Based Dual Anticipatory/Reactive Control Architecture for Indoor Navigation of an Unmanned Aerial Vehicle Using Visual Topological Maps
Año:2013

Áreas de investigación
  • Inteligencia artificial (redes neuronales, lógica borrosa, sistemas expertos, etc)

Datos
Descripción
Indoor navigation of an unmanned aerial vehicle is the topic of this article. A dual feedforward/feedback architecture has been used as the UAV¿s controller and the K-NN classifier using the gray level image histogram as discriminant variables has been applied for landmarks recognition. After a brief description of the aerial vehicle we identify the two main components of its autonomous navigation, namely, the landmark recognition and the controller. Afterwards, the paper describes the experimental setup and discusses the experimental results centered mainly on the basic UAV¿s behavior of landmark approximation which in topological navigation is known as the beaconing or homing problem.
Internacional
Si
DOI
http://dx.doi.org/10.1007/978-3-642-38622-0_7
Edición del Libro
Editorial del Libro
Springer
ISBN
978-3-642-38621-3
Serie
Lecture Notes in Computer Science
Título del Libro
Natural and Artificial Computation in Engineering and Medical Applications - 5th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2013, Mallorca, Spain, June 10-14, 2013. Proceedings, Part II
Desde página
66
Hasta página
72

Esta actividad pertenece a memorias de investigación

Participantes

Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Centro o Instituto I+D+i: Centro de Automática y Robótica (CAR). Centro Mixto UPM-CSIC
  • Departamento: Inteligencia Artificial