A spaceborne TOPSAR imaging acceleration scheme

In the TOPSAR working mode, due to the limitation of system design, the pulse repetition frequency of the system is less than the overall bandwidth, which leads to the phenomenon of spectral aliasing and time-domain aliasing. There are a large number of operations such as matrix point multiplication, matrix and complex number multiplication in the three-step imaging algorithm process. At the same time, there are a large number of fast Fourier transforms, and there is a significant difference in the velocity in the azimuth and range directions. In view of this, this paper proposes a scheme to accelerate the algorithm by using graphics processor and matrix transpose, and experiments are carried out to verify the effectiveness and efficiency of the imaging algorithm

Authors

Institutions

Publication Details

Published
2024-11-22
DOI
https://doi.org/10.1109/icsidp62679.2024.10868937
Primary Topic
Synthetic Aperture Radar (SAR) Applications and Techniques
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A spaceborne TOPSAR imaging acceleration scheme

Jiadong Deng, Xin Gao, Wei Yang, Hongcheng Zeng
Synthetic Aperture Radar (SAR) Applications and Techniques
article

A spaceborne TOPSAR imaging acceleration scheme

Jiadong Deng, Xin Gao, Wei Yang, Hongcheng Zeng
article en

Abstract

In the TOPSAR working mode, due to the limitation of system design, the pulse repetition frequency of the system is less than the overall bandwidth, which leads to the phenomenon of spectral aliasing and time-domain aliasing. There are a large number of operations such as matrix point multiplication, matrix and complex number multiplication in the three-step imaging algorithm process. At the same time, there are a large number of fast Fourier transforms, and there is a significant difference in the velocity in the azimuth and range directions. In view of this, this paper proposes a scheme to accelerate the algorithm by using graphics processor and matrix transpose, and experiments are carried out to verify the effectiveness and efficiency of the imaging algorithm

Beihang University (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 55%
Synthetic Aperture Radar (SAR) Applications and Techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.