Clifford J Nolan and Margaret Cheney 2002 Inverse Problems 18 221 doi:10.1088/0266-5611/18/1/315
Clifford J Nolan and Margaret Cheney1
Show affiliationsThis paper considers synthetic aperture radar and other synthetic aperture imaging systems in which a backscattered wave is measured from a variety of locations.
The paper begins with a (linearized) mathematical model, based on the wave equation, that includes the effects of limited bandwidth and the antenna beam pattern. The model includes antennas with poor directionality, such as are needed in the problem of foliage-penetrating radar, and can also accommodate other effects such as antenna motion and steering.
For this mathematical model, we use the tools of microlocal analysis to develop and analyse a three-dimensional imaging algorithm that applies to measurements made on a two-dimensional surface. The analysis shows that simple backprojection should result in an image of the singularities in the scattering region. This image can be improved by following the backprojection with a spatially variable filter that includes not only the antenna beam pattern and source waveform but also a certain geometrical scaling factor called the Beylkin determinant. Moreover, we show how to combine the backprojection and filtering in one step. The resulting algorithm places singularities in the correct locations, with the correct orientations and strengths.
The algorithm is analysed to determine which information about the scattering region is reconstructed and to determine the resolution. We introduce a notion of directional resolution to treat the reconstruction of walls and other directional elements. We also determine the fineness with which the data must be sampled in order for the theoretical analysis to apply. Finally, we relate the present analysis to previous work and discuss briefly implications for the case of a single flight track.
84.40.Xb Telemetry: remote control, remote sensing; radar
84.40.Ua Telecommunications: signal transmission and processing; communication satellites
78A46 Inverse scattering problems
94A08 Image processing (compression, reconstruction, etc.) (See also 68U10)
Issue 1 (February 2002)
Received 29 June 2001, in final form 8 October 2001
Published 15 January 2002
Clifford J Nolan and Margaret Cheney 2002 Inverse Problems 18 221
D Applebaum 1995 J. Phys. A: Math. Gen. 28 257
S Novotny et al 2009 J. Phys.: Conf. Ser. 192 012024
G Cataland and H H Plumb 1975 Metrologia 11 161
Z Rosenberg 1987 J. Phys. D: Appl. Phys. 20 1082
Stefan Legel et al 2008 New J. Phys. 10 045016
Edward Carlo Samson and Carlo Mar Blanca 2007 New J. Phys. 9 363
Dong-Seok Yang et al 2009 J. Phys.: Conf. Ser. 190 012139
Shao-Wei Wang et al 2009 J. Phys.: Conf. Ser. 188 012023
Jean-Bernard Zuber 2008 J. Phys. A: Math. Theor. 41 382001