NDLI: Through-the-wall radar imaging algorithm for moving target under wall parameter uncertainties

Content Provider	IET Digital Library
Author	Sun, Yanpeng Chen, Li Qu, Lele
Abstract	In order to solve the problems of slow imaging speed and poor reconstruction accuracy of wall parameters under the condition of wall parameter fuzziness, an improved limited Broyden–Fletcher–Goldfarb–Shanno-particle swarm optimisation (LBFGS-PSO) algorithm was proposed. The LBFGS-PSO algorithm model solves the problems of slow calculation speed and large errors of the traditional quasi-Newton algorithm and particle swarm algorithm. The algorithm combined with block orthogonal matching pursuit algorithm can not only accurately reconstruct the position of the sidewall, but also can use the multi-path information to accurately reconstruct the moving target and the stationary target. Compared with the traditional BFGS algorithm and PSO algorithm, the proposed algorithm can reduce the calculation time and provide more accurate estimation results. Simulation results and data analysis verify the performance of the proposed algorithm.
Starting Page	1903
Ending Page	1908
Page Count	6
ISSN	17519659
Volume Number	13
e-ISSN	17519667
Issue Number	Issue 11, Sep (2019)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-ipr/13/11
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-ipr.2018.5670
Journal	IET Image Processing
Publisher Date	2019-07-02
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	Block Orthogonal Matching Pursuit Algorithm Computer Vision And Image Processing Technique Data Analysis Gradient Method Image Motion Analysis Image Reconstruction Improved Limited Broyden–Fletcher–Goldfarb–Shanno-particle Swarm Optimisation Algorithm Interpolation And Function Approximation Iterative Method LBFGS-PSO Algorithm Model Moving Target Newton Method Numerical Analysis Object Detection Optical, Image And Video Signal Processing Optimisation Technique Particle Swarm Algorithm Particle Swarm Optimisation Poor Reconstruction Accuracy QuasiNewton Algorithm Radar Equipment Radar Imaging Slow Calculation Speed Slow Imaging Speed Stationary Target System And Application Through-the-wall Radar Imaging Algorithm Traditional BFGS Algorithm Wall Parameter Wall Parameter Fuzziness Wall Parameter Uncertainties
Content Type	Text
Resource Type	Article
Subject	Signal Processing Electrical and Electronic Engineering Computer Vision and Pattern Recognition Software

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Accelerated translational motion compensation with contrast maximisation optimisation algorithm for inverse synthetic aperture radar imaging

A Limited Memory BFGS Method for anInverse Problem in Atmospheric ImagingC

Hidden Markov Random Field model and BFGS algorithm for Brain Image Segmentation

A combination of Broyden-Fletcher-Goldfarb-Shanno (BFGS) and n-th section method for solving small-scale unconstrained optimization

Circular SAR imaging algorithm based on polar format algorithm for moving target

System parameter optimisation for moving target detection and imaging in multi-band synthetic aperture radar based on genetic algorithm

How good is a Broyden–Fletcher–Goldfarb–Shanno-like update Hessian formula to locate transition structures? Specific reformulation of Broyden–Fletcher–Goldfarb–Shanno for optimizing saddle points

Particle-filter-based human target tracking in image domain for through-wall imaging radar

Global Convergence Properties of the Modified Bfgs Method Associating with General Line Search Model

Through-the-wall radar imaging algorithm for moving target under wall parameter uncertainties

Similar Documents

Accelerated translational motion compensation with contrast maximisation optimisation algorithm for inverse synthetic aperture radar imaging

A Limited Memory BFGS Method for anInverse Problem in Atmospheric ImagingC

Hidden Markov Random Field model and BFGS algorithm for Brain Image Segmentation

A combination of Broyden-Fletcher-Goldfarb-Shanno (BFGS) and n-th section method for solving small-scale unconstrained optimization

Circular SAR imaging algorithm based on polar format algorithm for moving target

System parameter optimisation for moving target detection and imaging in multi-band synthetic aperture radar based on genetic algorithm

How good is a Broyden–Fletcher–Goldfarb–Shanno-like update Hessian formula to locate transition structures? Specific reformulation of Broyden–Fletcher–Goldfarb–Shanno for optimizing saddle points

Particle-filter-based human target tracking in image domain for through-wall imaging radar

Global Convergence Properties of the Modified Bfgs Method Associating with General Line Search Model

Through-the-wall radar imaging algorithm for moving target under wall parameter uncertainties