Title :
Inertial-vision sensor fusion for pedestrian localization
Author :
Chdid, Dima ; Oueis, Raja ; Khoury, Hiam ; Asmar, Daniel ; Elhajj, Imad
Author_Institution :
Dept. of Electr. & Comput. Eng., American Univ. of Beirut, Beirut, Lebanon
Abstract :
The localization of an ambulatory individual, a.k.a. a pedestrian, is a quickly-developing domain with the potential to permeate into a variety of applications, as knowledge of an individual´s location within an environment becomes ever-more useful. In order to automate the localization task, positioning modules are prime candidates for inclusion in a system. Such modules are expected to reduce both the effort and time incurred during the localization process while improving the accuracy and organization of the exchanged data. Building on and combining recent developments in the fields of step detection using inertial measurement units and structure from motion using a camera rig, the work presented in this paper is an implementation of a pedestrian localization system targeted specifically at infrastructure-less indoor localization. The inertial measurement unit and camera rigs are respectively attached to the mobile user´s foot and waist, and the collected data is processed by the localization module to obtain a current position. The focus of this paper is the implementation and preliminary testing of this localization module´s components.
Keywords :
cameras; image sensors; inertial navigation; path planning; pedestrians; sensor fusion; sensor placement; camera rigs; inclusion prime candidate; inertial measurement unit; inertial-vision sensor fusion; infrastructure-less indoor localization process; localization module component; mobile user foot; mobile user waist; pedestrian localization module; positioning module; quickly-developing domain; Accuracy; Foot; Global Positioning System; Gyroscopes; Mathematical model; Position measurement; Vectors;
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2011 IEEE International Conference on
Conference_Location :
Karon Beach, Phuket
Print_ISBN :
978-1-4577-2136-6
DOI :
10.1109/ROBIO.2011.6181533