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MFCW Radar’s Range and Velocity Estimation using Local Polynomial Approximation Based Function | IEEE Conference Publication | IEEE Xplore

MFCW Radar’s Range and Velocity Estimation using Local Polynomial Approximation Based Function


Abstract:

Multi-frequency continuous waveform (MFCW) radar transmits a set of CW waveforms with different frequencies, which increase in a stepwise manner. This type of radar usual...Show More

Abstract:

Multi-frequency continuous waveform (MFCW) radar transmits a set of CW waveforms with different frequencies, which increase in a stepwise manner. This type of radar usually employs the spectrogram analysis of the baseband received echo signal, and therefore is capable of detecting and resolving two targets with different velocities but at the same range. However, this spectrogram approach renders difficulties in resolving two targets with the same velocity but at different ranges. We propose a new method that solves this problem by enabling the MFCW radar to estimate the velocity and range simultaneously using the local polynomial approximation (LPA). Namely, the range of a moving target is expanded using the Taylor series, attaining up to the second order terms, and the two Taylor coefficients, i.e., the range and velocities are estimated by the grid search. Simulation results show that the proposed LPA-based algorithm is able to resolve multiple targets with the same velocity satisfactorily.
Date of Conference: 21-23 October 2020
Date Added to IEEE Xplore: 21 December 2020
ISBN Information:
Print on Demand(PoD) ISSN: 2162-1233
Conference Location: Jeju, Korea (South)

I. Introduction

Unmodulated, pure single frequency continuous wave (CW) radar can measure the relative velocity of a moving target, but presents difficulties for measuring the range [1], [2]. Several variations in the waveform, such as the frequency modulation (FM), dual frequency (DF), or multiple frequency (MF), have been studied to endow the CW radar with the range estimation capability; the FMCW radar utilizes the beat frequency between the transmitted and received signals [3] and the DFCW or MFCW radar uses the phase difference between the frequencies [4]–[8].

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References

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