JOURNAL ARTICLE

Phaseless Multistatic Synthetic Aperture Radar Imaging

Bariscan YonelNazia Afroz ChoudhuryBirsen Yazıcı

Year: 2024 Journal:   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Vol: 17 Pages: 6134-6147   Publisher: Institute of Electrical and Electronics Engineers

Abstract

Multistatic phaseless synthetic aperture radar (SAR) is a novel imaging modality that offers advantages in reduced hardware complexity, operability at high frequencies, robustness, jamming resistance, and improved accuracy and resolution. Illumination diversity is a key facilitator in designing novel phaseless imaging systems for applications in optics, and with growing interest in radio-frequency sensing. In this article, we present a novel multistatic phaseless SAR imaging method using stochastic waveforms and the nonconvex Wirtinger flow (WF) framework that provides performance guarantees under sufficient conditions known to hold for certain random forward models. We present multiple variations of the WF algorithm including different initialization and regularization methods and study the tradeoffs between the performance of our algorithms with respect to the resources needed for phaseless multistatic imaging. Our extensive numerical simulations show that the waveform-diverse random illumination approach coupled with optimization-based reconstruction provides near-exact imaging with a limited number of transmitters and a single receiver, promoting our method for practical realization of phaseless multistatic SAR.

Keywords:
Synthetic aperture radar Radar imaging Side looking airborne radar Remote sensing Inverse synthetic aperture radar Computer science Bistatic radar Radar tracker Multistatic radar Radar Artificial intelligence Computer vision Geology Telecommunications

Metrics

2
Cited By
2.64
FWCI (Field Weighted Citation Impact)
83
Refs
0.86
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced SAR Imaging Techniques
Physical Sciences →  Engineering →  Aerospace Engineering
Microwave Imaging and Scattering Analysis
Physical Sciences →  Engineering →  Biomedical Engineering
Synthetic Aperture Radar (SAR) Applications and Techniques
Physical Sciences →  Engineering →  Aerospace Engineering
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