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Phase-Difference Compensation and Nonuniform Pulse Transmission for Accurate Real-Time Moving Object Tracking Koichi ICHIGE Nobuya ARAKAWA Ryo SAITO Osamu SHIBATA Publication IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Vol.E102-A No.1 pp.211-218 Publication Date: 2019/01/01 Online ISSN: 1745-1337 DOI: 10.1587/transfun.E102.A.211 Type of Manuscript: PAPER Category: Digital Signal Processing Keyword: location estimation, tracking, Kalman filter, Full Text: PDF(1.3MB)>>
Summary: This paper presents a radio-based real-time moving object tracking method 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. Its performance is evaluated in comparison with that of conventional methods. | ||||||||||
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