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Detection and CountermeasuresActive & Passive Radar Detection & Equipment

Optical Linear Algebra Processors for Adaptive Signal Processing

Authors: David Casasent; B. V. Vijaya Kumar; CARNEGIE-MELLON UNIV PITTSBURGH PA DEPT OF ELECTRICAL AND COMPUTER ENGINEERING
Abstract:
This report summarizes effort concerning the use of optical linear algebra processors (OLAP's) for adaptive radar signal processing. This effort involved extensive algorithm study, significant software development and optical laboratory hardware and architectural work. Adaptive phased array radar (APAR) relies heavily on the solution of matrix vector equations and eigenvalue/ eigenvector problems, both of which are suited for OLAP implementation. This report, presents a new method to estimate the location, center frequency and bandwidth data on noise sources using a new acousto-optic (AO) architecture. Initial test results are provided from computer simulations of the performance of several APAR algorithms implemented on an OLAP. The results indicate that one formulation of the steepest decent algorithm to be preferable for optical implementation. Details are provided about a laboratory OLAP near completion. This handles complex data (needed in APAR) and can provided high accuracy. Details are provided for encoding the data for OLAP and the associated error modeling.

Description: Interim rept. Nov 84-Nov 85
Pages: 115
Report Date: 01 DEC 85
Contract Number: AFOSR-84-0239
Report Number: A811771

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Keywords relating to this report:
ACCURACY
ADAPTIVE SYSTEMS
ALGORITHMS
ARCHITECTURE
BANDWIDTH
COMPUTER PROGRAMS
COMPUTERIZED SIMULATION
EIGENVALUES
EIGENVECTORS
ERRORS
FORMULATIONS
FREQUENCY
HIGH RATE
LABORATORIES
LINEAR ALGEBRA
MODELS
OPTICAL EQUIPMENT
OPTICAL PROCESSING
PHASED ARRAYS
RADAR
RADAR SIGNALS
SIGNAL PROCESSING
SOURCES
WORK
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