On amplitude and frequency demodulation using energy operators

It is shown that the nonlinear energy-tracking signal operator Psi (x)=(dx/dt)/sup 2/-xd/sup 2/x/dt/sup 2/ and its discrete-time counterpart can estimate the AM and FM modulating signals. Specifically, Psi can approximately estimate the amplitude envelope of AM signals and the instantaneous frequenc...

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Veröffentlicht in:IEEE transactions on signal processing 1993-04, Vol.41 (4), p.1532-1550
Hauptverfasser: Maragos, P., Kaiser, J.F., Quatieri, T.F.
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Quatieri, T.F.
description It is shown that the nonlinear energy-tracking signal operator Psi (x)=(dx/dt)/sup 2/-xd/sup 2/x/dt/sup 2/ and its discrete-time counterpart can estimate the AM and FM modulating signals. Specifically, Psi can approximately estimate the amplitude envelope of AM signals and the instantaneous frequency of FM signals. Bounds are derived for the approximation errors, which are negligible under general realistic conditions. These results, coupled with the simplicity of Psi , establish the usefulness of the energy operator for AM and FM signal demodulation. These ideas are then extended to a more general class of signals that are sine waves with a time-varying amplitude and frequency and thus contain both an AM and an FM component; for such signals it is shown that Psi can approximately track the product of their amplitude envelope and their instantaneous frequency. The theoretical analysis is done for both continuous- and discrete-time signals.< >
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ispartof IEEE transactions on signal processing, 1993-04, Vol.41 (4), p.1532-1550
issn 1053-587X
1941-0476
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subjects Applied sciences
Demodulation
Exact sciences and technology
Frequency modulation
Information, signal and communications theory
Intelligent control
Laboratories
Modulation, demodulation
Oscillators
Signal analysis
Signal and communications theory
Signal generators
Speech analysis
Speech processing
Telecommunications and information theory
Underwater vehicles
title On amplitude and frequency demodulation using energy operators
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