Determining Manoeuvre Detection Threshold of GRNN Filter in the Process of Tracking in Marine Navigational Radars

The article presents the results of simulation research aimed at determining the manoeuvre detection threshold of a neuron filter, based on GRNN artificial neural network. The structure of a filter has been presented, from which the necessity of manoeuvre detection results and a detector has been de...

Full description

Saved in:
Bibliographic Details
Main Authors: Stateczny, A., Kazimierski, W.
Format: Conference Proceeding
Language:English
Subjects:
Detectors
Estimation
Navigation
Radar
Radar tracking
Switches
Target tracking
Citations: Items that cite this one
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:The article presents the results of simulation research aimed at determining the manoeuvre detection threshold of a neuron filter, based on GRNN artificial neural network. The structure of a filter has been presented, from which the necessity of manoeuvre detection results and a detector has been described able to be used in this case; it is based on an analysis of course and speed increase in particular estimation steps. The research was performed by the Monte Carlo method for 100 independent simulations.
ISSN:2155-5745
2155-5753
DOI:10.1109/IRS.2008.4585757