A new method of modulation classification for digitally modulated signals

K. Assaleh; K. Farrell; R. J. Mammone

doi:10.1109/MILCOM.1992.244137

A new method of modulation classification for digitally modulated signals

K. Assaleh
, K. Farrell
, R. J. Mammone

School of Engineering, Electrical & Computer Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

47 Scopus citations

Abstract

A modulation model representation of a signal is used to provide a convenient form for subsequent analysis. The modulation model is formed by estimating the instantaneous frequency and bandwidth using autoregressive spectrum analysis. In particular, the instantaneous bandwidth and derivative of the instantaneous frequency prove to be valuable parameters in estimating modulation type. This method performed extremely well for input carrier-to-noise ratios as low as 15 dB. Additionally, since the autoregressive fit to the frequency spectrum is second order, the autoregressive polynomials coefficients and corresponding roots can be computed with closed-form expressions. Thus, the method is computationally efficient.

Original language	English (US)
Title of host publication	Military Communications Conference, MILCOM 1992
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	712-716
Number of pages	5
ISBN (Electronic)	078030585X
DOIs	https://doi.org/10.1109/MILCOM.1992.244137
State	Published - 1992
Event	1992 Military Communications Conference, MILCOM 1992 - San Diego, United States Duration: Oct 11 1992 → Oct 14 1992

Publication series

Name	Proceedings - IEEE Military Communications Conference MILCOM
Volume	1992-October

Conference

Conference	1992 Military Communications Conference, MILCOM 1992
Country/Territory	United States
City	San Diego
Period	10/11/92 → 10/14/92

All Science Journal Classification (ASJC) codes

Electrical and Electronic Engineering

Access to Document

10.1109/MILCOM.1992.244137

Cite this

Assaleh, K., Farrell, K., & Mammone, R. J. (1992). A new method of modulation classification for digitally modulated signals. In Military Communications Conference, MILCOM 1992 (pp. 712-716). Article 244137 (Proceedings - IEEE Military Communications Conference MILCOM; Vol. 1992-October). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MILCOM.1992.244137

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title = "A new method of modulation classification for digitally modulated signals",

abstract = "A modulation model representation of a signal is used to provide a convenient form for subsequent analysis. The modulation model is formed by estimating the instantaneous frequency and bandwidth using autoregressive spectrum analysis. In particular, the instantaneous bandwidth and derivative of the instantaneous frequency prove to be valuable parameters in estimating modulation type. This method performed extremely well for input carrier-to-noise ratios as low as 15 dB. Additionally, since the autoregressive fit to the frequency spectrum is second order, the autoregressive polynomials coefficients and corresponding roots can be computed with closed-form expressions. Thus, the method is computationally efficient.",

author = "K. Assaleh and K. Farrell and Mammone, \{R. J.\}",

note = "Publisher Copyright: {\textcopyright} 1992 IEEE.; 1992 Military Communications Conference, MILCOM 1992 ; Conference date: 11-10-1992 Through 14-10-1992",

year = "1992",

doi = "10.1109/MILCOM.1992.244137",

language = "English (US)",

series = "Proceedings - IEEE Military Communications Conference MILCOM",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "712--716",

booktitle = "Military Communications Conference, MILCOM 1992",

address = "United States",

}

Assaleh, K, Farrell, K & Mammone, RJ 1992, A new method of modulation classification for digitally modulated signals. in Military Communications Conference, MILCOM 1992., 244137, Proceedings - IEEE Military Communications Conference MILCOM, vol. 1992-October, Institute of Electrical and Electronics Engineers Inc., pp. 712-716, 1992 Military Communications Conference, MILCOM 1992, San Diego, United States, 10/11/92. https://doi.org/10.1109/MILCOM.1992.244137

A new method of modulation classification for digitally modulated signals. / Assaleh, K.; Farrell, K.; Mammone, R. J.
Military Communications Conference, MILCOM 1992. Institute of Electrical and Electronics Engineers Inc., 1992. p. 712-716 244137 (Proceedings - IEEE Military Communications Conference MILCOM; Vol. 1992-October).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

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AU - Mammone, R. J.

PY - 1992

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N2 - A modulation model representation of a signal is used to provide a convenient form for subsequent analysis. The modulation model is formed by estimating the instantaneous frequency and bandwidth using autoregressive spectrum analysis. In particular, the instantaneous bandwidth and derivative of the instantaneous frequency prove to be valuable parameters in estimating modulation type. This method performed extremely well for input carrier-to-noise ratios as low as 15 dB. Additionally, since the autoregressive fit to the frequency spectrum is second order, the autoregressive polynomials coefficients and corresponding roots can be computed with closed-form expressions. Thus, the method is computationally efficient.

AB - A modulation model representation of a signal is used to provide a convenient form for subsequent analysis. The modulation model is formed by estimating the instantaneous frequency and bandwidth using autoregressive spectrum analysis. In particular, the instantaneous bandwidth and derivative of the instantaneous frequency prove to be valuable parameters in estimating modulation type. This method performed extremely well for input carrier-to-noise ratios as low as 15 dB. Additionally, since the autoregressive fit to the frequency spectrum is second order, the autoregressive polynomials coefficients and corresponding roots can be computed with closed-form expressions. Thus, the method is computationally efficient.

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M3 - Conference contribution

AN - SCOPUS:46149143279

T3 - Proceedings - IEEE Military Communications Conference MILCOM

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BT - Military Communications Conference, MILCOM 1992

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 1992 Military Communications Conference, MILCOM 1992

Y2 - 11 October 1992 through 14 October 1992

ER -

A new method of modulation classification for digitally modulated signals

Abstract

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All Science Journal Classification (ASJC) codes

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