Development of a closed-form solution for instantaneous threshold optimization using modified riccati equation

The problem of instantaneous threshold optimization is studied. Over the earlier formulation of the problem, for Neyman-Pearson detector a closed-form solution is developed. The proposed solution provides a low-cost computational approach for setting the false alarm rate of the detector in each trac...

Full description

Saved in:
Bibliographic Details
Main Authors: Aslan, Murat Samil, Saranli, Afsar, Baykal, Buyurman
Format: Conference Proceeding
Language:English
Subjects:
Detectors
Estimation
Loss measurement
Measurement errors
Monte Carlo methods
Optimization
Signal to noise ratio
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:The problem of instantaneous threshold optimization is studied. Over the earlier formulation of the problem, for Neyman-Pearson detector a closed-form solution is developed. The proposed solution provides a low-cost computational approach for setting the false alarm rate of the detector in each tracking instant instead of setting it constantly. The results are validated through experiments.
ISSN:2165-0608
2693-3616
DOI:10.1109/SIU.2008.4632717