Accession Number:

ADA327313

Title:

Multichannel System Identification and Detection Using Output Data Techniques. Volume II.

Descriptive Note:

Final technical rept. Jul 93-Oct 96,

Corporate Author:

SCIENTIFIC STUDIES CORP PALM BEACH GARDENS FL

Personal Author(s):

Report Date:

1997-05-01

Pagination or Media Count:

70.0

Abstract:

The multichannel innovations-based detection algorithm MIBDA methodology formulated in Phase I was developed in full and evaluated in the context of two applications a airborne surveillance phased array radar systems, and b computer based electrocardiogram ECG diagnosis. A software simulation was developed to generate simulated multichannel phased array radar data. This software was exercised to represent ground clutter as the output of a state variable model SVM, and to assess the performance of such models in the MIBDA. The MIBDA was modified and extend to the automated diagnosis of ECG traces. MIBDA performance for ECG diagnosis was assessed using th Common Standards for Quantitative Electrocardiography CSE database. Analysis and simulation results indicate that the MIBDA offers a valid alternative to conventional systems in both of the applications considered. This suggests also that the MIBDA can be configured to apply to a wide range of problem areas. Volume I presents the MIBDA methodology, SVM identification algorithms, MIBDA design and performance evaluation issues, and simulation results for both applications. Volume II presents the analytic and software model for airborne surveillance phased array radar systems.

Subject Categories:

  • Computer Programming and Software
  • Radio Communications

Distribution Statement:

APPROVED FOR PUBLIC RELEASE