Aditya Varma Muppala;Jeffrey A. Fessler;Kamal Sarabandi
{"title":"FMCW Inverse Circular Synthetic Aperture Radar Using a Fast Time-Domain Reconstruction","authors":"Aditya Varma Muppala;Jeffrey A. Fessler;Kamal Sarabandi","doi":"10.1109/TMTT.2024.3450655","DOIUrl":null,"url":null,"abstract":"This article proposes a millimeter-wave inverse circular synthetic aperture radar system and a fast time-domain wavefront reconstruction (TDWR) algorithm for near real-time, low-cost imaging of packages and concealed objects. An 80-GHz frequency-modulated continuous-wave (FMCW) radar illuminates targets on a high-speed rotating turntable driven by a precision motor system. Data are collected over a synthetic circular aperture and processed to form high-resolution images of targets. To achieve real-time operation, a fast and accurate time-domain reconstruction and deconvolution imaging algorithm is proposed. The image formation is based on frequency-domain wavefront reconstruction for circular arrays that is adapted to FMCW radars by proposing an analogous time-domain approach. Next, an analytical form for the point spread function (PSF) of circular synthetic aperture radars (CSARs) is derived and used to speed up the recursive deconvolution for improved image quality. The system and reconstruction algorithm are applied to an experimental setting of detecting a concealed handgun in a package. Several practical considerations are discussed to ensure that the reconstruction and deconvolution can be applied successfully in retrieving good quality images. The experimental datasets and codes are available at <uri>https://adityamuppala.github.io/research/</uri>.","PeriodicalId":13272,"journal":{"name":"IEEE Transactions on Microwave Theory and Techniques","volume":"73 3","pages":"1799-1808"},"PeriodicalIF":4.5000,"publicationDate":"2024-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Microwave Theory and Techniques","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10666829/","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
Abstract
This article proposes a millimeter-wave inverse circular synthetic aperture radar system and a fast time-domain wavefront reconstruction (TDWR) algorithm for near real-time, low-cost imaging of packages and concealed objects. An 80-GHz frequency-modulated continuous-wave (FMCW) radar illuminates targets on a high-speed rotating turntable driven by a precision motor system. Data are collected over a synthetic circular aperture and processed to form high-resolution images of targets. To achieve real-time operation, a fast and accurate time-domain reconstruction and deconvolution imaging algorithm is proposed. The image formation is based on frequency-domain wavefront reconstruction for circular arrays that is adapted to FMCW radars by proposing an analogous time-domain approach. Next, an analytical form for the point spread function (PSF) of circular synthetic aperture radars (CSARs) is derived and used to speed up the recursive deconvolution for improved image quality. The system and reconstruction algorithm are applied to an experimental setting of detecting a concealed handgun in a package. Several practical considerations are discussed to ensure that the reconstruction and deconvolution can be applied successfully in retrieving good quality images. The experimental datasets and codes are available at https://adityamuppala.github.io/research/.
期刊介绍:
The IEEE Transactions on Microwave Theory and Techniques focuses on that part of engineering and theory associated with microwave/millimeter-wave components, devices, circuits, and systems involving the generation, modulation, demodulation, control, transmission, and detection of microwave signals. This includes scientific, technical, and industrial, activities. Microwave theory and techniques relates to electromagnetic waves usually in the frequency region between a few MHz and a THz; other spectral regions and wave types are included within the scope of the Society whenever basic microwave theory and techniques can yield useful results. Generally, this occurs in the theory of wave propagation in structures with dimensions comparable to a wavelength, and in the related techniques for analysis and design.