One-Bit Digital Beamforming

被引:5
作者
Chen, Xinzhu [1 ]
Huang, Lei [1 ]
Zhou, Hanfei [1 ]
Li, Qiang [1 ]
Yu, Kai-Bor [2 ]
Yu, Wenxian [3 ]
机构
[1] Shenzhen Univ, Coll Elect & Informat Engn, Guangdong Engn Res Ctr Posit Sensing & Detect, Shenzhen 518060, Guangdong, Peoples R China
[2] Shanghai Jiao Tong Univ, Shanghai, Peoples R China
[3] Shanghai Jiao Tong Univ, Sch Elect Informat & Elect Engn, Shanghai Key Lab Intelligent Sensing & Recognit, Shanghai 200240, Peoples R China
基金
中国国家自然科学基金;
关键词
Harmonic analysis; Array signal processing; Quantization (signal); Dispersion; Correlation; Signal processing; Mathematical models; Dispersive effect; harmonic beam; jamming cancellation; one-bit array signal; one-bit digital beamforming; one-bit quantization; spatial filter mismatch; subband processing; PERFORMANCE ANALYSIS; CHANNEL ESTIMATION; SAR; ALGORITHMS;
D O I
10.1109/TAES.2022.3181257
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
One-bit quantization technique is able to lower power consumption, save storage space, and reduce system cost, which, when tailored for radar sensing, is applicable to small-size platforms, such as unmanned aerial vehicle, small satellite and missile. Prosperous research works on one-bit signal processing have been performed in radar applications. Among them, beamforming with one-bit measurements has not been thoroughly discussed yet. This article addresses the issue of one-bit digital beamforming on receive. First, we revisit the theorem on one-bit quantization generating harmonics. This article extends to analyze the quantization impact on array signals, that is, the dispersive effect, by establishing array signal model and constructing corresponding correlation matrix. The dispersion incurs spatial filter mismatch when forming beams, which poses a big challenge for narrowband digital array systems. This article proceeds to propose a strategy of subband processing for digital receiving and one-bit beamforming. The fundamental and harmonic beams are formed separately within subbands and characterized, respectively. Eventually, two advanced applications are presented for utilizing the fine angular-resolution harmonic beams instead of suppression. One is wide area search for high-speed targets and the other is jamming cancellation. Fruitful simulation results are provided to confirm our theoretical findings.
引用
收藏
页码:555 / 567
页数:13
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