Difficulties arise in attempting to discern the effects of nonlinearity in near-field jet-noise measurements due to the complicated source structure of high-velocity jets. This article describes a measure that may be used to help quantify the effects of nonlinearity on waveform propagation. This measure, called the average steepening factor (ASF), is the ratio of the average positive slope in a time waveform to the average negative slope. The ASF is the inverse of the wave steepening factor defined originally by Gallagher [AIAA Paper No. 82-0416 (1982)]. An analytical description of the ASF evolution is given for benchmark cases—initially sinusoidal plane waves propagating through lossless and thermoviscous media. The effects of finite sampling rates and measurement noise on ASF estimation from measured waveforms are discussed. The evolution of initially broadband Gaussian noise and signals propagating in media with realistic absorption are described using numerical and experimental methods. The ASF is found to be relatively sensitive to measurement noise but is a relatively robust measure for limited sampling rates. The ASF is found to increase more slowly for initially Gaussian noise signals than for initially sinusoidal signals of the same level, indicating the average distortion within noise waveforms occur more slowly.

1.
C. L.
Morfey
and
G. P.
Howell
, “
Nonlinear propagation of aircraft noise in the atmosphere
,”
AIAA J.
19
,
986
992
(
1981
).
2.
K. L.
Gee
,
T. B.
Gabrielson
,
A. A.
Atchley
, and
V. W.
Sparrow
, “
Preliminary analysis of nonlinearity in military jet aircraft noise propagation
,”
AIAA J.
43
,
1398
1401
(
2005
).
3.
K. L.
Gee
,
V. W.
Sparrow
,
M. M.
James
,
J. M.
Downing
,
C. M.
Hobbs
,
T. B.
Gabrielson
, and
A. A.
Atchley
, “The role of nonlinear effects in the propagation of noise from high-power jet aircraft,”
J. Acoust. Soc. Am.
123
,
4082
4093
(
2008
).
4.
K. L.
Gee
,
A. A.
Atchley
,
L. E.
Falco
,
M. R.
Shepherd
,
L. S.
Ukeiley
,
B. J.
Jansen
, and
J. M.
Seiner
, “
Bicoherence analysis of model-scale jet noise
,”
J. Acoust. Soc. Am.
128
,
EL211
EL216
(
2010
).
5.
D. F.
Pernet
and
R. C.
Payne
, “
Non-linear propagation of signals in air
,”
J. Sound Vib.
17
,
383
396
(
1971
).
6.
O. V.
Rudenko
, “
Interactions of intense noise waves
,”
Sov. Phys. Usp.
29
,
413
447
(
1986
).
7.
L. E.
Falco
,
K. L.
Gee
,
A. A.
Atchley
, and
V. W.
Sparrow
, “
Investigation of a single-point nonlinearity indicator in one-dimensional propagation
,” in Forum Acusticum (
2005
).
8.
L. E.
Falco
,
A. A.
Atchley
, and
K. L.
Gee
, “
Investigation of a single-point nonlinearity indicator in the propagation of high-amplitude noise
,” AIAA Paper No. 2006-2529 (
2006
).
9.
K. L.
Gee
,
A. A.
Atchley
,
L. E.
Falco
, and
M. R.
Shepherd
, “
Nonlinearity analysis of model-scale jet noise
,” in
19th International Symposium on Nonlinear Acoustics
, Tokyo, Japan, 2012.
10.
B. P.
Petitjean
,
K.
Viswanathan
, and
D. K.
McLaughlin
, “
Acoustic pressure waveforms measured in high speed jet noise experiencing nonlinear propagation
,”
Int. J. Aeroacoust.
5
,
193
215
(
2006
).
11.
W. J.
Baars
and
C. E.
Tinney
, “
Shock structures in the acoustic field of a mach 3 jet with crackle
,”
J. Sound Vib.
333
,
2539
2553
(
2014
).
12.
S. A.
McInerny
and
S. M.
Ölçmen
, “
High-intensity rocket noise: Nonlinear propagation, atmospheric absorption, and characterization
,”
J. Acoust. Soc. Am.
117
,
578
591
(
2005
).
13.
D. E.
Gagnon
, “
Bispectral analysis of nonlinear acoustic propagation
,” Master's thesis,
The University of Texas at Austin
(
2011
).
14.
S. N.
Gurbatov
and
A. I.
Saichev
, “
Degeneracy of one-dimensional acoustic turbulence at large Reynolds numbers
,”
Sov. Phys. JETP
53
,
347
354
(
1981
).
15.
S. N.
Gurbatov
,
A. I.
Saichev
, and
I. G.
Yakushkin
, “
Nonlinear waves and one-dimensional turbulence in nondispersive media
,”
Sov. Phys. Usp.
26
,
857
(
1983
).
16.
S. N.
Gurbatov
,
A. N.
Malakhov
, and
N. V.
Pronchatov-Rubtsov
, “
Evolution of higher-order spectra of nonlinear random waves
,”
Radiophys. Quantum Electron.
29
,
523
528
(
1986
).
17.
O.
Rudenko
and
A.
Chirkin
, “
Statistics of discontinuous noise waves in nonlinear media
,”
Akad. Nauk SSSR Dokl.
225
,
520
523
(
1975
).
18.
D. W.
Webster
and
D. T.
Blackstock
, “
Amplitude density of a finite amplitude wave
,”
J. Acoust. Soc. Am.
65
,
1053
1054
(
1979
).
19.
M. R.
Shepherd
,
K. L.
Gee
, and
A. D.
Hanford
, “
Evolution of statistical properties for a nonlinearly propagating sinusoid
,”
J. Acoust. Soc. Am.
130
,
EL8
EL13
(
2011
).
20.
M. B.
Muhlestein
and
K. L.
Gee
, “
Experimental investigation of a characteristic shock formation distance in finite-amplitude noise propagation
,”
Proc. Mtg. Acoust.
12
,
045002
(
2014
).
21.
K. L.
Gee
,
V. W.
Sparrow
,
A. A.
Atchley
, and
T.
Gabrielson
, “
On the perception of crackle in high-amplitude jet noise
,”
AIAA J.
45
,
593
598
(
2007
).
22.
S. A.
McInerny
,
K. L.
Gee
,
M.
Downing
, and
M. M.
James
, “
Acoustical nonlinearities in aircraft flyover data
,” AIAA Paper No. 2007-3654 (
2007
).
23.
P.
Mora
,
N.
Heeb
,
J.
Kastner
,
E.
Gutmark
, and
K.
Kailasanath
, “
Impact of heat on the pressure skewness and kurtosis in supersonic jets
,”
AIAA J.
52
,
777
787
(
2014
).
24.
K. L.
Gee
,
T. B.
Neilsen
,
J. M.
Downing
,
M. M.
James
, and
S. A.
McInerny
, “
Characterizing nonlinearity in jet aircraft flyover data
,”
Proc. Mtg. Acoust.
12
,
040008
(
2013
).
25.
K. L.
Gee
,
T. B.
Neilsen
,
J. M.
Downing
,
M. M.
James
,
R. L.
McKinley
,
R. C.
McKinley
, and
A. T.
Wall
, “
Near-field shock formation in noise propagation from a high-power jet aircraft
,”
J. Acoust. Soc. Am.
133
,
EL88
EL93
(
2013
).
26.
K. L.
Gee
,
T. B.
Neilsen
, and
A. A.
Atchley
, “
Skewness and shock formation in laboratory scale supersonic jet data
,”
J. Acoust. Soc. Am.
133
,
EL491
EL497
(
2013
).
27.
S. A.
McInerny
, “
Launch vehicle acoustics. Part 2: Statistics of the time domain data
,”
J. Aircraft
33
,
518
523
(
1996
).
28.
K. L.
Gee
,
R. J.
Kenny
,
T. B.
Neilsen
,
T. W.
Jerome
,
C. M.
Hobbs
, and
M. M.
James
, “
Spectral and statistical analysis of noise from reusable solid rocket motors
,”
Proc. Mtg. Acoust.
12
,
040008
(
2013
).
29.
J.
Gallagher
, “
The effect of non-linear propagation in jet noise
,”
20th Aerospace Sciences Meeting and Exhibit
, AIAA Paper No. 82-0416 (
1982
).
30.
W. J.
Baars
,
C. E.
Tinney
, and
M. S.
Wochner
, “
Nonlinear noise propagation from a fully expanded mach 3 jet
,” AIAA Paper 2012-1177 (
2012
).
31.
W. J.
Baars
, “
Acoustics from high-speed jets with crackle
,” Ph.D. thesis,
The University of Texas at Austin
(
2013
).
32.
M. B.
Muhlestein
, “
Analyses of nonlinearity measures in high amplitude sound propagation
,” Master's thesis,
Brigham Young University
(
2013
).
33.
D. T.
Blackstock
,
M. F.
Hamilton
, and
A. D.
Pierce
, “
Progressive waves in lossless and lossy fluids
,” in Nonlinear Acoustics (Acoustical Society of America, Melville, NY,
2008
), Chap. 4, pp.
65
150
.
34.
D. T.
Blackstock
, “
Connection between the Fay and Fubini solutions for plane sound waves of finite amplitude
,”
J. Acoust. Soc. Am.
39
,
1019
1026
(
1966
).
35.
J. S.
Mendousse
, “
Nonlinear dissipative distortion of progressive sound waves at moderate amplitudes
,”
J. Acoust. Soc. Am.
25
,
51
54
(
1953
).
36.
D. T.
Blackstock
, “
Thermoviscous attenuation of plane, periodic, finite-amplitude sound waves
,”
J. Acoust. Soc. Am.
36
,
534
542
(
1964
).
37.
K. L.
Gee
,
J. M.
Downing
,
M. M.
James
,
R. C.
McKinley
,
R. L.
McKinley
,
T. B.
Neilsen
, and
A. T.
Wall
, “
Nonlinear evolution of noise from a military jet aircraft during gound run-up
,” AIAA Paper No. 2012-2258 (
2012
).
38.
D. T.
Blackstock
,
Fundamentals of Physical Acoustics
(
Wiley
,
New York
,
2000
), p.
513
.
39.
D.
Weston
, “
The theory of the propagation of plane sound waves in tubes
,”
Proc. Phys. Soc. B
66
,
695
709
(
1953
).
40.
M. F.
Hamilton
,
Y. A.
Il'inskii
, and
E. A.
Zabolotskaya
, “
Dispersion
,” in
Nonlinear Acoustics
(
Acoustical Society of America
,
Melville, NY
,
1998
), Chap. 5, pp.
151
176
.
41.
S. N.
Gurbatov
and
O. V.
Rudenko
, “
Statistical phenomena
,” in
Nonlinear Acoustics
(
Acoustical Society
,
Melville, NY
,
1998
) Chap. 13, pp.
377
398
.
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