Fixed-Point Processing of the SAR Back-Projection Algorithm on FPGA

نویسندگان

چکیده

Time-domain back projection (BP) is a widely known method used in Synthetic Aperture Radar (SAR) image formation. Despite its advantages over other formation algorithms, the BP hindered due to computational complexity and requirement of higher number operations processing power. Recently, Field Programmable Gate Array (FPGA) devices have been for acceleration mainly their parallel capabilities, reconfigurability, scalability, low power requirement. This paper presents new Fixed-point based (FxBP) design FPGA Floating-point (FlBP) compare performance. Both designs are developed with N-Dimensional Range (NDR) structure Single Work Item (SWI) using OpenCL. The performance evaluated metric (FPM). It shown that FxBP-NDR FxBP-SWI generate high quality projected images compared FlBP designs, while saving 16.87% 42.54% on logic resources gaining 17.90% 91.62% NDR SWI, respectively. Obtained results clearly indicate perform significantly better FxBP even hardened FPUs.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Fixed Receiver Bi-Static SAR Image Formation Using C/A code and Global Back-Projection Algorithm

Synthetic Aperture Radar (SAR) is used to generate a high resolution radar image from low resolution aperture data. Different SAR configurations can be obtained. The research on the fixed receiver Bi-static SAR is still on its early stages and it is an interesting research hotspot. Bistatic SAR, spatially separated between the transmitter and receiver systems. The deployed transmitter determine...

متن کامل

A fast back-projection algorithm for bistatic SAR imaging

Using a far-field model, bistatic synthetic aperture radar (SAR) acquires Fourier data on a rather unusual, non-Cartesian grid in the Fourier domain. Previous image formation algorithms were mainly based on direct Fourier reconstruction to take advantage of the FFT, but the irregular coverage of the available Fourier domain data and the 2-D interpolation in the Fourier domain may adversely affe...

متن کامل

An Back-Projection Algorithm for SAR Image Formation

We propose a fast algorithm for far-field SAR imaging based on a new fast back-projection algorithm developed for tomography. We also modify the algorithm for the near-field scenario. The fast back-projection algorithm for SAR has computational complexity . Compared to traditional FFT-based methods, our new algorithm has potential advantages: the new algorithm does not need frequency-domain int...

متن کامل

Fast back-projection algorithm for Bistatic SAR with parallel trajectory

Exploiting the fundamental redundancy between nearby aperture positions for high frequency reflectivity components in the along-track direction, we will propose a factorized back-projection algorithm for bistatic SAR with parallel trajectory inversion based on recursive partitioning of the back-projection integral. The basic back-projection summation is factorised into n processing stages, each...

متن کامل

Back Projection Algorithm for Impulse Missile-Borne Spotlight SAR Imaging

Abstract In order to extract feature information of target, and give full play to the warhead’s strike ability, a back projection (BP) algorithm for impulse missile-borne spotlight synthetic aperture radar (SAR) imaging is proposed in this paper. It firstly establishes the impulse echo signal model for the missileborne spotlight SAR platform at dive attack stage, and then combines with the prec...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

سال: 2021

ISSN: ['2151-1535', '1939-1404']

DOI: https://doi.org/10.1109/jstars.2021.3119007