Remote Blind Motion Separation Using a Single-Tone SIMO Doppler Radar Sensor

Zhitao Gu, Tenglong Fan, Qinyi Lv, Jialong Chen, Dexin Ye, Jiangtao Huangfu, Yongzhi Sun, Weiqiang Zhu, Changzhi Li, Lixin Ran

Research output: Contribution to journalArticle

3 Scopus citations

Abstract

It is a challenging task for a continuous-wave Doppler radar sensor (DRS) to linearly separate independent motions without any prior information. In this paper, a low-IF single-input multiple-output (SIMO) DRS system is designed and implemented for motion separation. The SIMO DRS system detects the signals scattered off multiple objects, and a two-step blind motion separation approach is proposed to separate motions from the DRS output. Experiments show that the SIMO DRS and the proposed motion separation approach can successfully separate combinations of triangular, sinusoidal, and random motions, as long as the velocities or initial phases of such motions are different. With the two-step approach sequentially tackling the signal separation and the nonlinear demodulation problems, both small-and large-scale independent motions can be linearly separated. These results imply the potential in practical applications of short-range tracking and localization of moving objects.

Original languageEnglish
Article number8424073
Pages (from-to)462-472
Number of pages11
JournalIEEE Transactions on Geoscience and Remote Sensing
Volume57
Issue number1
DOIs
StatePublished - Jan 2019

Keywords

  • Cocktail party effect
  • Doppler radar sensor (DRS)
  • motions separation
  • single-input multiple-output (SIMO)

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    Gu, Z., Fan, T., Lv, Q., Chen, J., Ye, D., Huangfu, J., Sun, Y., Zhu, W., Li, C., & Ran, L. (2019). Remote Blind Motion Separation Using a Single-Tone SIMO Doppler Radar Sensor. IEEE Transactions on Geoscience and Remote Sensing, 57(1), 462-472. [8424073]. https://doi.org/10.1109/TGRS.2018.2856902