DocumentCode
3542718
Title
Performance testing of PDR using common sensors on a smartphone
Author
Pratama, Azkario Rizky ; Widyawan ; Hidayat, Risanuri
Author_Institution
Dept. of Electr. Eng. & Inf. Technol., Univ. Gadjah Mada, Yogyakarta, Indonesia
fYear
2013
fDate
28-29 Sept. 2013
Firstpage
131
Lastpage
136
Abstract
Personal positioning system needs portable, flexible, and inexpensive sensor. Nowadays, most of smartphones in the market have been equipped with accelerometer and magnetometer to support some basic features. Utilizing these sensors as a positioning system is an interesting proposition because it doesn´t depend on outside infrastructures and can be widely used by many people with their smartphone. In this study, accelerometer and magnetometer sensor are used to estimate pedestrian positions based on dead reckoning method. Dead reckoning is a positioning method where subsequent position is estimated by adding displacement to the previous position. Moreover, our system is not only utilizing smartphone as an input sensor, but also implementing PDR (Pedestrian Dead Reckoning) in real-time mode in the smartphone that has limited resources. Our experiment was performed with 30 test subjects, walking in 3 tracks with distances of 51.54m, 77.79m, and 82.67m respectively. The result shows that the system was able to estimate user position with average error less than 4.4% of total distance.
Keywords
accelerometers; magnetometers; pedestrians; smart phones; traffic engineering computing; PDR; accelerometer; common smartphone sensors; dead reckoning method; magnetometer; pedestrian dead reckoning; pedestrian positions; performance testing; positioning system; Acceleration; Accelerometers; Estimation; Filtering; Legged locomotion; Magnetic sensors; accelerometer; magnetometer; pedestrian dead reckoning; sensor-based positioning system; smartphone;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Computer Science and Information Systems (ICACSIS), 2013 International Conference on
Conference_Location
Bali
Type
conf
DOI
10.1109/ICACSIS.2013.6761564
Filename
6761564
Link To Document