Fast wideband near-field imaging using the non-equispaced FFT with application to through-wall radar

High resolution wideband near-field imaging requires wideband signals and large array apertures. Hence, a large amount of data needs to be processed in the image formation step. The standard delay and sum beamformer scales linearly with both output size and number of measurements resulting in high computational load. We propose a novel approach for image formation reducing the numerical complexity based on the non-equispaced fast Fourier transform (NFFT). The conventional delay and sum beamforming algorithm is reformulated such that the computational efficiency of the NFFT is exploited. Experimental results from a through-the-wall radar imaging system show a good improvement of the speed whereas the introduced error is kept very low.

[1]  V. Rokhlin,et al.  Fast Fourier Transforms for Nonequispaced Data, II , 1995 .

[2]  A. Zoubir,et al.  Through-the-Wall Radar Imaging , 2010 .

[3]  Stefan Kunis,et al.  Using NFFT 3---A Software Library for Various Nonequispaced Fast Fourier Transforms , 2009, TOMS.

[4]  John A. Fawcett,et al.  Inversion of N-dimensional spherical averages , 1985 .

[5]  G. Beylkin On the Fast Fourier Transform of Functions with Singularities , 1995 .

[6]  Vladimir Rokhlin,et al.  Fast Fourier Transforms for Nonequispaced Data , 1993, SIAM J. Sci. Comput..

[7]  Abdelhak M. Zoubir,et al.  Target Detection in Single- and Multiple-View Through-the-Wall Radar Imaging , 2009, IEEE Transactions on Geoscience and Remote Sensing.

[8]  Dale E. Gary,et al.  Terahertz interferometric and synthetic aperture imaging , 2006, SPIE Defense + Commercial Sensing.

[9]  Gabriele Steidl,et al.  New Fourier reconstruction algorithms for computerized tomography , 2000, SPIE Optics + Photonics.

[10]  Moeness G. Amin,et al.  Multi-location wideband synthetic aperture imaging for urban sensing applications , 2008, J. Frankl. Inst..

[11]  Tobias Knopp,et al.  Field Inhomogeneity Correction Based on Gridding Reconstruction for Magnetic Resonance Imaging , 2007, IEEE Transactions on Medical Imaging.

[12]  Moeness G. Amin,et al.  Compressive sensing for through-the-wall radar imaging , 2013, J. Electronic Imaging.

[13]  L. Greengard,et al.  The type 3 nonuniform FFT and its applications June - , 2005 .

[14]  Gabriele Steidl,et al.  Fast Fourier Transforms for Nonequispaced Data: A Tutorial , 2001 .

[15]  L. Greengard,et al.  Short Note: The type 3 nonuniform FFT and its applications , 2005 .

[16]  Jeffrey A. Fessler,et al.  Nonuniform fast Fourier transforms using min-max interpolation , 2003, IEEE Trans. Signal Process..