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Novel Deterministic Detection and Estimation Algorithms for Colocated Multiple-Input Multiple-Output Radars
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DOI：10.1109/ACCESS.2021.3139200.png)
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摘要
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In this manuscript, the problem of detecting multiple targets and estimating their spatial coordinates (namely, their range and the direction of arrival of their electromagnetic echoes) in a colocated multiple-input multiple-output radar system operating in a static or slowly changing two-dimensional or three-dimensional propagation scenario is investigated. Various solutions, collectively called range & angle serial cancellation algorithms, are developed for both frequency modulated continuous wave radars and stepped frequency continuous wave radars. Moreover, specific technical problems experienced in their implementation are discussed. Finally, the accuracy achieved by these algorithms in the presence of multiple targets is assessed on the basis of both synthetically generated data and of the measurements acquired through three different multiple-input multiple-output radars and is compared with that provided by other methods based on multidimensional Fourier analysis and multiple signal classification.
Keyword:
Radar
Antenna arrays
Radar antennas
Receiving antennas
Radar detection
MIMO radar
Transmitting antennas
MIMO
direction of arrival estimation
radar signal processing
frequency estimation
期刊
IF:
3.6
论文数:
9.8W
被引数:
29.4W
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引用论文
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IEEE ACCESS
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