A Detection Algorithm of Robust Neural Network for Heavy-tailed Noise

Barkat B and Abed-Meraim K. An effective technique for the IF estimation of FM signals in heavy-tailed noise. Proceedings of the 3rd IEEE International Symposium on Signal Processing and Information Technology [C]. Darmstadt, Germany, 2003: 637-640.[2]Brcich R F, Iskander D R, and Zoubir A M. The stability test for symmetric alpha-stable distributions [J].IEEE Trans. on Signal Processing.2005, 53(3):977-986[3]Akhtar S, Elshafei-Abmed M, and Ahmed M S. Detection of helicopters using neural nets [J].IEEE Trans. on Instrumentation and Measurement.2001, 50(3):749-756[4]Wang Zhishun, He Zhenya, and Chen J D Z. Robust time delay estimation of bioelectric signals using least absolute deviation neural network [J].IEEE Trans. on Biomedical Engineering.2005, 52(3):454-462[5]Huber P. Robust estimation of a location parameter [J]. Ann, Math, Stat, 1964, 35: 1753-1758.[6]Djurovic I, Katkovnik V, and Stankovic L. Instantaneous frequency estimation based on the robust spectrogram. IEEE International Conference on Acoustics, Speech, and Signal Processing [C], Salt Lake City, Utah, 2001, 6: 3517-3520.[7]Fitch J P, Coyle E J, and Galagher N C, et al.. Median filtering by threshold decomposition [J].IEEE Trans. on Acoust. Speech, Signal Proc.1984, 32(6):1183-1188[8]靳蕃. 神经计算智能基础原理方法 [M]. 成都: 西南交通大学出版社, 2000: 123-137.[9]张立明. 人工神经网络的模型及其应用 [M]. 上海复旦大学出版社, 1993: 87-164.[10]Tsakalides P, Reveliotis P, and Nikias C L. Scalar quantisation of heavy-tailed signals [J].IEE Proceedings Vision, Image and Signal Processing.2000, 147(5):475-484