Intelligent Array System

Abstract

This report presents a detailed description of the major product of this project, a computer hardware/software system called the Intelligent Array System (IAS). The IAS processes data from two high-frequency arrays (NORESS & ARCESS) in Norway to detect, locate and identify seismic events. The IAS computers and functions are distributed between the NORSAR Data Anlaysis Center (NDAC) near Oslo and the Center for Seismic Studies (Center) in Arlington, VA. The IAS modules at NDAC automatically retrieve data from a disk buffer, detect signals, compute signal attributes (amplitude, slowness, azimuth, polarization, etc.), and store them in a commercial relational database management system (DBMS). IAS makes scheduled (e.g., hourly) transfers of the data to separate DBMS at the Center. Arrival of new data automatically initiates a knowledge- based system (KBS) which interprets these data to locate and identify (earthquake, mine blast, etc.) seismic events. This KBS uses general and area- specific seismological knowledge represented in rules and procedures. For each event, unprocessed data segments (e.g., 7 minutes for regional events) are retrieved from NDAC for subsequent display and analyst review. The interactive analysis modules include integrated waveform and map display/manipulation tools for efficient analyst validation or correction of the solutions produced by the automated system. Another KBS compares the analyst and automatic solutions to mark overruled elements of the knowledge base. Performance analysis statistics guide subsequent changes to the knowledge base so it improves with experience.

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Document Details

Document Type
Technical Report
Publication Date
Oct 01, 1990
Accession Number
ADA231107

Entities

People

  • D. Baumgardt
  • J. T. Anderson
  • S. R. Bratt
  • T. C. Bache
  • W. E. Farrell

Organizations

  • Leidos

Tags

Communities of Interest

  • C4I
  • Energy and Power Technologies
  • Engineered Resilient Systems
  • Sensors
  • Space

DTIC Thesaurus Topics

  • Artificial Intelligence
  • Computer Programming
  • Computer Programs
  • Computers
  • Control Systems
  • Data Analysis
  • Database Management Systems
  • Databases
  • Detection
  • Expert Systems
  • Frequency Bands
  • Information Science
  • Machine Learning
  • Relational Database Management Systems
  • Relational Databases
  • Signal Detection
  • Signal Processing

Readers

  • Computer Science.
  • Database Systems and Applications
  • Seismology