DocumentCode
1784521
Title
Improved performance of a low-cost PDR system through sensor calibration and analysis
Author
Yunki Kim ; Donghyuk Lee ; Kijung Kim ; Jangmyung Lee
Author_Institution
Dept. of Electr. Eng., Pusan Nat. Univ., Busan, South Korea
fYear
2014
fDate
8-11 July 2014
Firstpage
1747
Lastpage
1752
Abstract
This paper proposes improvement for performance of a low-cost Pedestrian Dead-Reckoning(PDR) System through calibration and analysis of sensor. It is applied that PDR System for estimating pedestrian´s position in the area not being able to be received. also sensor´s error is removed by using angle compensation technique and performance of system is improved by analysis of PDR system. Consequently, position of pedestrian is estimated by applying the improved value of sensor and result of angle analysis to PDR system. Experiments were conducted to verify the proposed system. Experimental results within 2% of range error, RMS position error of less than 3% showed superior performance.
Keywords
Global Positioning System; calibration; pedestrians; sensors; RMS position error; angle analysis; angle compensation technique; low-cost PDR system; low-cost pedestrian dead-reckoning system; pedestrian position estimation; sensor analysis; sensor calibration; sensor error; Acceleration; Calibration; Equations; Estimation; Length measurement; Mathematical model; Temperature sensors;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Intelligent Mechatronics (AIM), 2014 IEEE/ASME International Conference on
Conference_Location
Besacon
Type
conf
DOI
10.1109/AIM.2014.6878336
Filename
6878336
Link To Document