NDLI: 2D image fuzzy deconvolution and scattering centre detection: Model and real-time FPGA implementation for automotive application

Content Provider	IEEE Xplore Digital Library
Author	Bodereau, F. Giubbolini, L. Mallejac, P. Pizzardi, A.
Copyright Year	2010
Description	Author affiliation: Autocruise SAS, Avenue du Technopole, 29280 Plouzane, France (Bodereau, F.; Mallejac, P.) \|\| Andromeda SRL, Corso Savona no 18, 10024 Moncalieri, Torino, Italia (Giubbolini, L.; Pizzardi, A.)
Abstract	A new non-conventional technique based on fuzzy deconvolution for scattering centre detection (F-SCD) is proposed together with its implementation in FPGA for real-time deployment in automotive collision avoidance application. F-SCD emulates the human being interpretation of radar images using fuzzy measurement of features of the radar Point Spread Function (PSF) differently from other classic detection techniques. The first stage of F-SCD detects signal from noise using image oversampling and binary integration technique. The second stage uses a fuzzy description of the radar PSF in order to discriminate among scatterers and side lobes in the radar image. The method/IP have been implemented in FPGA and tested with a FMCW 77 GHz radar prototype in real automotive benchmarks showing high POD, low FAR and high rejection of ambiguities even with poor time-space variant PSF.
Starting Page	427
Ending Page	430
File Size	507539
Page Count	4
File Format	PDF
ISBN	9781424472345
e-ISBN	9782874870194
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-09-30
Publisher Place	France
Access Restriction	Subscribed
Rights Holder	EUROPEAN MICROWAVE ASSOC
Subject Keyword	Shape Azimuth Radar imaging Radar scattering Pixel Field programmable gate arrays
Content Type	Text
Resource Type	Article

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