Accession Number : AD0878345
Title : Signal Detection and Discrimination Based on Generalized Phase Principles.
Descriptive Note : Technical rept. Sep 68-Aug 70,
Corporate Author : JOHNS HOPKINS UNIV BALTIMORE MD CARLYLE BARTON LAB
Personal Author(s) : Kretschmer, F. F., Jr
Report Date : DEC 1970
Pagination or Media Count : 132
Abstract : The role of the matched filter has been recognized and exploited for many years and has permeated numerous aspects of signal processing. Phase processing, on the other hand, has not received much general attention despite some of the attractive advantages it provides. This report extends the notions and generalizes the fundamental properties of signal detection based on phase principles. Several signal detection techniques which have heretofore appeared as separate schemes are related to the optimum theory of phase processing obtained from the likelihood ratio formulation. The concept of phase in sinusoidal waveforms is extended to apply to any waveform by interpreting the signal as an element of a linear vector space. A method of generalized phase processing, referred to as similarity detection, is investigated. This method is an approximation to the optimum theory becuase of quantization, which makes the detection procedure amenable to digital processing. By a preprocessing scheme, it is possible to reduce the effect of known interference signals on the detection of a known, desired signal. The similarity detector is extended to apply to the detection of a two-dimensional class of signals. (Author)
Descriptors : (*INFORMATION THEORY, SIGNALS), WAVE FUNCTIONS, AMPLITUDE MODULATION, PHASE SHIFT CIRCUITS, STATISTICAL ANALYSIS, MATRICES(MATHEMATICS), TRANSFORMATIONS(MATHEMATICS), PROBABILITY, PROBABILITY DENSITY FUNCTIONS.
Subject Categories : Cybernetics
Distribution Statement : APPROVED FOR PUBLIC RELEASE