DocumentCode
2255590
Title
Heading change detection for indoor navigation with a Smartphone camera
Author
Ruotsalainen, Laura ; Kuusniemi, Heidi ; Chen, Ruizhi
Author_Institution
Dept. of Navig. & Positioning, Finnish Geodetic Inst., Masala, Finland
fYear
2011
fDate
21-23 Sept. 2011
Firstpage
1
Lastpage
7
Abstract
A comfortable and useful pedestrian navigation system is accurate, reasonably priced, easy to use, and light to carry. Smartphones are attractive platforms for the navigation systems due to their small size, low cost, and the fact that they are already carried routinely by many pedestrians. Pedestrian navigation is mostly needed in GNSS degraded and denied areas such as indoors and in urban canyons. Positioning in these environments is still a challenging task. Aiding from other location sensors is typically needed. Obtaining a reliable heading e.g. from a digital compass is one of the most challenging tasks indoors because of the environmental disturbances to the sensor measurements. Visual-aiding has been considered for solving this problem for the last few years. Most algorithms are however often too massive for a Smartphone with limited computing power and storage space. This paper presents a lightweight algorithm for solving the problem. It is based on vanishing points calculated from lines in consecutive images. Results from a field test with a Nokia Smartphone have demonstrated that the performance of the algorithm in calculating the heading change is much better than that of the built-in digital compass. The heading change can be detected with the proposed algorithm at about 1 Hz frequency under the PC environment. It has potential to be adopted for a Smartphone platform.
Keywords
cameras; image processing; mobile handsets; navigation; object detection; GNSS; Smartphone camera; digital compass; heading change detection; indoor navigation; pedestrian navigation system; vanishing points; visual aiding; Cameras; Compass; Image edge detection; Maximum likelihood detection; Navigation; Noise; Sensors; Indoor; Navigation; Pedestrian; Smartphone; Visual-aiding;
fLanguage
English
Publisher
ieee
Conference_Titel
Indoor Positioning and Indoor Navigation (IPIN), 2011 International Conference on
Conference_Location
Guimaraes
Print_ISBN
978-1-4577-1805-2
Electronic_ISBN
978-1-4577-1803-8
Type
conf
DOI
10.1109/IPIN.2011.6071924
Filename
6071924
Link To Document