An indoor locationtracking system for smart parking

被引:6
|
作者
Lan, Kun-Chan [1 ]
Shih, Wen-Yuah [2 ]
机构
[1] Natl Cheng Kung Univ, Dept CSIE, Tainan, Taiwan
[2] Natl Chiao Tung Univ, Dept CS, Hsinchu, Taiwan
关键词
pedestrian dead reckoning; waist mounted; simple harmonic motion; zero velocity update; map matching; floor plan;
D O I
10.1080/17445760.2013.855933
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
There are always frustrations for drivers in finding parking space and parking is costly in almost every major city in the world. In this paper, we propose a crowdsourcing solution by exploiting sensors in the smartphone to collect real-time parking availability information. In particular, we utilise a pedestrian dead reckoning (PDR) system to track the driver's trajectory to detect when he is about to leave his parking space. However, the effectiveness of a PDR system lies in its success in accurately estimating the user's moving distance and direction. In this work, we implement a waist-mounted-based PDR method on a smartphone that can measure the user's moving distance with a high accuracy. Furthermore, we design a map-matching algorithm to calibrate the direction errors from the gyro using building floor plans. The results of our experiment show that we can achieve about 98% accuracy in estimating the user's walking distance, with an overall location error of about 0.48 m.
引用
收藏
页码:215 / 238
页数:24
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