Chaotic Model Of Sea Clutter Using A Neural Network

S. Haykin; H. Leung

doi:10.1117/12.962261

14 November 1989 Chaotic Model Of Sea Clutter Using A Neural Network

S. Haykin, H. Leung

Proceedings Volume 1152, Advanced Algorithms and Architectures for Signal Processing IV; (1989) https://doi.org/10.1117/12.962261
Event: 33rd Annual Technical Symposium, 1989, San Diego, United States

Abstract

In this paper, we present new results that support the presence of a sea clutter attractor. In particular, we show that sea clutter waveform is deterministic, matchable almost exactly by the output of a nonlinear neural network model with enough degrees of freedom fairly close to the dimension of the attractor. The results presented herein are based on real-life radar data collected with an instrumentation-quality research facility.

Citation Download Citation

S. Haykin and H. Leung "Chaotic Model Of Sea Clutter Using A Neural Network", Proc. SPIE 1152, Advanced Algorithms and Architectures for Signal Processing IV, (14 November 1989); https://doi.org/10.1117/12.962261

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