Title :
A Dead-Reckoning Positioning Scheme Using Inertial Sensing for Location Estimation
Author :
Yih Shyh Chiou ; Fuan Tsai ; Sheng Cheng Yeh
Author_Institution :
Dept. of Electr. Eng., Chinese Culture Univ., Taipei, Taiwan
Abstract :
This article presents a dead-reckoning (DR) positioning approach based on inertial-measurement-unit (IMU) observations to estimate the location of a mobile terminal (MT). For the location-estimation technique, the positioning experiments are carried out by the DR and character-recognition (CR) algorithms. By processing the observations extracted from the IMU, it is possible to estimate the movement of an MT. According to the IMU-based approach, the experimental results demonstrate that the positioning scheme using the DR algorithm causes the error propagation. To improve location accuracy, the vision-assisted approach based on the CR algorithm extracting the locations of the street signs as landmarks is an accuracy-enhancement procedure, and this approach can effectively reduce propagation errors in dynamic environments.
Keywords :
Global Positioning System; character recognition; inertial navigation; mobile computing; CR algorithms; DR positioning approach; IMU observations; IMU-based approach; character-recognition algorithms; dead-reckoning positioning scheme; error propagation; inertial sensing; inertial-measurement-unit observations; location-estimation technique; mobile terminal; vision-assisted approach; Estimation; Heuristic algorithms; Navigation; Roads; Sensors; Signal processing algorithms; Wireless sensor networks; character recognition; dead reckoning; error propagation; inertial measurement unit; location estimation;
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), 2014 Tenth International Conference on
Conference_Location :
Kitakyushu
Print_ISBN :
978-1-4799-5389-9
DOI :
10.1109/IIH-MSP.2014.100