2023-09-272023-09-272013http://hdl.handle.net/20.500.12272/8548The present work describes the implementation of a monocular visual SLAM applied to a wheeled mobile robot moving in an indoor environment. It will be described the whole system and details of each part of the current implementation. Parts comprising the system include the estimation filter together with both motion and measurement models, as well as a set of computer vision algorithms for image processing and data association. The implemented visual SLAM make use of the latest techniques for undelayed landmark initialization which are required given the partially observability of bearing only SLAM. Presented results show the performance of the implementation mainly for robot pose estimation, from which it can be observed a highly accurate result in robot orientation estimation.pdfengopenAccesshttp://creativecommons.org/licenses/by-nc-nd/4.0/Attribution-NonCommercial-NoDerivatives 4.0 InternacionalVisual SLAMMobile robotMonocular visionWheeled robotinfo:eu-repo/semantics/articlePérez Paina, Gonzalo_X_Atribución (Attribution): En cualquier explotación de la obra autorizada por la licencia será necesario reconocer la autoría (obligatoria en todos los casos). _X_No comercial (Non Commercial): La explotación de la obra queda limitada a usos no comerciales. _X_Sin obras derivadas (No Derivate Works): La autorización para explotar la obra no incluye la posibilidad de crear una obra derivada (traducciones, adaptaciones, etc.). _X_Compartir igual (Share Alike): La explotación autorizada incluye la creación de obras derivadas siempre que se mantenga la misma licencia al ser divulgadas.-