@inproceedings{0c69e9fb461d4eaa984f5086e3d43798,
title = "Research of small target detection within sea clutter based on chaos",
abstract = "In this paper, based on the prior knowledge of chaotic character of sea clutter, we discuss a method for detection of small target in sea clutter using neural network as a predictor. Neural network can capture the dynamics of strange attractor generating sea clutter. After the reconstruction of real-life Radar data, BP and RBF networks are regularized, and then a set of sample data from real-life data is inputted into the networks to train the neural networks respectively. As a sequence, according the nature of neural networks, these trained networks could approximate the model of dynamical system responsible for sea clutter. These networks can be used to detect small target within sea clutter as a predictor.",
keywords = "Chaos, Neural network, Sea clutter, Small target detection",
author = "Yujie Li and Wenguang Wang and Wenguang Sunx",
year = "2009",
doi = "10.1109/ESIAT.2009.60",
language = "英语",
isbn = "9780769536828",
series = "Proceedings - 2009 International Conference on Environmental Science and Information Application Technology, ESIAT 2009",
pages = "469--472",
booktitle = "Proceedings - 2009 International Conference on Environmental Science and Information Application Technology, ESIAT 2009",
note = "2009 International Conference on Environmental Science and Information Application Technology, ESIAT 2009 ; Conference date: 04-07-2009 Through 05-07-2009",
}