Weak Coding Signal Detection under the Background of Sea Clutter

Abstract:

Article Preview

A new method of detection of coding signals under the background of sea clutter is presented. The process of signal detection consists of three stages: modeling sea clutter signals based on chaos, one-step ahead prediction of chaotic signals and detection decision making. In this method, models of chaotic signals were created in the form of multi-layer perceptron neural networks, coded signals take on 13-element Barker code. The experiment results show detection of coding signal by using this method has higher detection probability and lower false alarm probability and good performance of the whole detection although with a low SNR. This method turned out to be very robust to different chaotic signals.

Info:

Periodical:

Advanced Materials Research (Volumes 383-390)

Edited by:

Wu Fan

Pages:

2077-2082

DOI:

10.4028/www.scientific.net/AMR.383-390.2077

Citation:

S. H. Liu et al., "Weak Coding Signal Detection under the Background of Sea Clutter", Advanced Materials Research, Vols. 383-390, pp. 2077-2082, 2012

Online since:

November 2011

Export:

Price:

$35.00

In order to see related information, you need to Login.

In order to see related information, you need to Login.