J. R. Soc. Interface Published online 10 March 2008 Automatic.pdfVIP

J. R. Soc. Interface Published online 10 March 2008 Automatic.pdf

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Downloaded from / on February 28, 2016 J. R. Soc. Interface (2008) 5, 1041–1053 doi:10.1098/rsif.2007.1349 Published online 10 March 2008 Automatic identification of bird targets with radar via patterns produced by wing flapping 1,*, Gilbert Saporta2 3 1,4 Serge Zaugg , Emiel van Loon , Heiko Schmaljohann and Felix Liechti1 1Swiss Ornithological Institute, 6204 Sempach, Switzerland 2 ´ Conservatoire National des Arts et Metiers, Paris 75141, France 3 Universiteit van Amsterdam ( UvA), 1012 Amsterdam, The Netherlands 4Institut fur Vogelforschung, ‘Vogelwarte Helgoland’, 26386 Wilhelmshaven, Germany ¨ Bird identification with radar is important for bird migration research, environmental impact assessments (e.g. wind farms), aircraft security and radar meteorology. In a study on bird migration, radar signals from birds, insects and ground clutter were recorded. Signals from birds show a typical pattern due to wing flapping. The data were labelled by experts into the four classes BIRD, INSECT, CLUTTER and UFO (unidentifiable signals). We present a classification algorithm aimed at automatic recognition of bird targ

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