2010 · 12 citations · 5 references
EngineeringRadiologyBiomedical ImagingDiagnostic ImagingPropagationImagingMultipath MitigationMultipath PropagationRadar Signal ProcessingRadar SystemsInterference SuppressionMultipathMultipath InterferenceMultipath SuppressionRadar ImagingSynthetic Aperture RadarSynthetic Aperture Radar ImagingUltra-wideband Radar
When through-the-wall ultra-wideband (UWB) synthetic aperture radar (SAR) is applied to imaging, the interference of multipath spreading between targets will introduce ghosts into the SAR image. This paper proposes a novel technique for through-the-wall UWB SAR imaging with the capability to suppress multipath ghosts. A multipath scattering model is first developed for through-the-wall UWB SAR. By analyzing the model, we obtain an important feature of multipath ghosts in through-the-wall UWB SAR images: aspect dependence. Based on the ghost's aspect dependence, we develop a hidden Markov model (HMM)-based method for suppression the ghosts in the SAR images. Simulations show that the proposed method can improve the peak value ratio of real targets and ghosts by about 15 dB.
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Radiation and scattering of waves
H.G. Jerrard · Optics & Laser Technology · 1974 · 1.8K citations
Hidden Markov models for multiaspect target classification
P. Runkle, P. Bharadwaj, Luise S. Couchman et al. · IEEE Transactions on Signal Processing · 1999 · 121 citations