Effect of Cross-Correlation on the Ambiguity Function in FMCW MIMO Radars

Radars based on combinations of multiple-input multiple-output (MIMO) and continuous frequency modulation (FMCW) technologies are being actively investigated. FMCW MIMO radars with slow inter-symbol modulation of the initial phase in the transmitting elements and inter-pulse accumulation in the receiving elements have a significant advantage due to the significantly reduced computational complexity. However, such systems have a number of disadvantages, one of which is the strong influence of correlation characteristics of the signals used on the spatial ambiguity function (AF). In this paper, we build a mathematical model of MIMO FMCW radar with 16 transmitting and 16 receiving elements and show the results of the study of the influence of cross-correlation distortions on the spatial AF for three types of modulating signals: Legendre polynomials, Walsh-Hadamard codes and Zadoff-Chu sequences. It is shown that without introduction of additional phase compensations of the received signals unacceptable distortions of AF for velocities, for velocities from 20% of the range occur.

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Publication Details

Published
2025-03-26
DOI
https://doi.org/10.1109/dspa64310.2025.10977892
Citations
1
Primary Topic
Radar Systems and Signal Processing
Type
article
Field-Weighted Citation Impact
4.99
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article

Effect of Cross-Correlation on the Ambiguity Function in FMCW MIMO Radars

Yury M. Meleshin
1 citations
Radar Systems and Signal Processing
4.99
article

Effect of Cross-Correlation on the Ambiguity Function in FMCW MIMO Radars

Yury M. Meleshin
article en
1 citations

Abstract

Radars based on combinations of multiple-input multiple-output (MIMO) and continuous frequency modulation (FMCW) technologies are being actively investigated. FMCW MIMO radars with slow inter-symbol modulation of the initial phase in the transmitting elements and inter-pulse accumulation in the receiving elements have a significant advantage due to the significantly reduced computational complexity. However, such systems have a number of disadvantages, one of which is the strong influence of correlation characteristics of the signals used on the spatial ambiguity function (AF). In this paper, we build a mathematical model of MIMO FMCW radar with 16 transmitting and 16 receiving elements and show the results of the study of the influence of cross-correlation distortions on the spatial AF for three types of modulating signals: Legendre polynomials, Walsh-Hadamard codes and Zadoff-Chu sequences. It is shown that without introduction of additional phase compensations of the received signals unacceptable distortions of AF for velocities, for velocities from 20% of the range occur.

National Research University of Electronic Technology (RU)
Openalex Percentile: Top 6%
Radar Systems and Signal Processing
4.99
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