Accurate Radio-Based Moving Object Tracking and Its Application to Sports Analysis

被引:0
|
作者
Ichige, Koichi [1 ]
Arakawa, Nobuya [1 ]
Shibata, Osamu [2 ]
机构
[1] Yokohama Natl Univ, Dept Elect & Comp Engn, Hodogaya Ku, 79-5 Tokiwadai, Yokohama, Kanagawa 2408501, Japan
[2] Murata Mfg Co Ltd, 10-1,Higashikotari 1 Chome, Nagaokakyo, Kyoto 6178555, Japan
基金
日本学术振兴会;
关键词
location estimation; tracking; Kalman filter;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper presents an accurate, radio-based and real-time moving object tracking method and its application to sports analysis. The present tracking method is based on Kalman filtering using a phase difference compensation technique and a non-uniform pulse transmission scheme. Conventional Kalman-based tracking methods often require time, amplitude, phase information and their derivatives for each receiver antenna; however, their location estimation accuracy does not become good even with many transmitting pulses. The presented method employs relative phase-difference information and a non-uniform pulse generation scheme, which can greatly reduce the number of transmitting pulses while preserving the tracking accuracy.
引用
收藏
页码:328 / 332
页数:5
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