The present paper is intended to give a review on the state-of-the art in correlation and spectral density measurements by means of laser Doppler anemometry. As will be shown in detail the most important difference in performing this type of studies is the fact that laser anemometry relies on the presence of particles in the flow serving as flow velocity indicators. This means that, except in heavily seeded flows, the instantaneous velocity can only be sampled at random instants. This calls for new algorithms to calculate estimates of both correlation functions and power spectra.

Various possibilities to handle the problem of random sampling have been developed in the past. They will be explained from the theoretical point of view and the experimental aspects will be detailed as far as they are different from conventional applications of laser anemometry.

With the aid of some typical examples of applications it will be shown that correlation methods and spectral density measurements with LDA allow to obtain information on flow characteristics which cannot be achieved by any other measuring procedure available so far. This is particularly true for the detection of coherent structures in flows of low turbulence and for spectra of velocity fluctuations in high temperature flows.

1.
Anonyme
(
1981
) Lecture Notes in Physics: The Role of Coherent Structures in Modelling Turbulence and Mixing, ed.
J.
Jimenez
,
Springer-Verlag
,
Berlin
.
2.
Anonyme
(
1977
) Handbook of Turbulence (Vol.
1
):
Fundamentals and Applications
, ed.
W.
Frost
and
T.H.
Moulden
,
Plenum Press
,
New York
.
3.
Lomas
C.G.
(
1986
) Fundamentals of Hot Wire Anemometry,
Cambridge University Press
,
Cambridge
.
4.
Fisher
M.J.
,
F.R.
Krause
(
1967
)
The Crossed-Beam Correlation Technique
,
J.FLUID MECH.
, Vol.
28
, part 4, pp.
705
717
.
5.
Kompenhans
J.
,
F.R.
Grosche
(
1978
)
Investigation of Turbulent Density Fluctuations in a Jet Using the Schlieren Crossed Beam Technique
,
Proc. Dynamic Flow Conference
1978, P.O. Box 121, DK-2740 Skovlunde,
Denmark
, paper MB3.
6.
Grandke
T.
(
1986
)
A Crossed Beam Laser Shadow Technique for Spatially Resolved Measurements in Turbulent Flow
,
EXPERIMENTS IN FLUIDS
4
, pp.
289
295
.
7.
Schodl
R.
(
1974
)
A Laser Dual-Beam Method for Flow Measurements in Turbomachines
,
ASME paper 74-GT-157
.
8.
Yeh
Y.
,
H.Z.
Cummins
(May
1964
)
Localized Fluid Flow Measurements with an He-Ne-Laser Spectrometer
,
APPL.PHYS.LETT.
, Vol.
4
, No.
10
, pp.
176
178
.
9.
Smeets
G.
,
A.
George
(
1981
)
Michelson Spectrometer for Instantaneous Doppler Velocity Measurements
,
J.PHYS.E: SCI.INSTRUM.
, Vol.
14
, pp.
838
845
.
10.
Ko
N.W.M.
,
P.O.A.L.
Davies
(Feb.
1971
)
Interference Effect of Hot Wires
,
IEEE TRANS.ON INSTRUMENTATION AND MEASUREMENT
, pp.
76
78
.
11.
Fraser
R.
,
C.J.
Pack
,
D.A.
Santavicca
(
1986
)
An LDV System for Turbulence Length Scale Measurements
,
EXPERIMENTS IN FLUIDS
4
, pp.
150
152
.
12.
Pfeifer
H.J.
,
E.
Sommer
,
M.
König
(
1984
)
Optimized LDA System for Application to High-Speed Wind Tunnels
,
Proc.II Intern. Symposium on Applications of Laser Anemometry to Fluid Mechanics
,
Instituto Superior Tecnico
, 1096
Lisbon, Portugal
, paper 10.6.
13.
Bendat
J.S.
,
A.G.
Piersol
(
1966
) Measurement and Analysis of Random Data,
John Whiley & Sons, Inc
.,
New York
, pp.
16
21
.
14.
Blackman
R.B.
,
J.W.
Tuckey
(
1959
) The Measurement of Power Spectra,
Dover Publications, Inc
.,
New York
, p.
53
.
15.
Ballantine
A.
,
K.N.C.
Bray
(
1975
)
Velocity Power Spectral Measurements in Jet Diffusion Flames Using Laser Anemometry
,
Proc. LDA Symposium Copenhagen
1975, P.O. Box 70, DK-2740 Skovlunde,
Denmark
, pp.
674
683
.
16.
Drain
L.E.
,
M.L.
Yeoman
,
W.
Dalzell
(
1975
)
Measurements of Spatial Velocity Correlation for Turbulent Flow in a Pipe
,
Proc. LDA Symposium Copenhagen
1975, P.O. Box 70, DK-2740 Skovlunde,
Denmark
, pp.
719
724
.
17.
Ferreira
O.R.
,
R.E.W.
Jansson
,
J.E.
Rizzo
(
1975
)
Correlation of Laser Anemometer Information with Measurements of Mass Transfer
,
Proc. LDA Symposium Copenhagen
1975, P.O. Box 70, DK-2740 Skovlunde,
Denmark
, pp.
618
623
.
18.
Pfister
G.
,
K.
Schätzel
,
U.
Gerdts
(
1982
)
Velocity-Correlation Measurements of Oszillating Flow and Turbulence in Rotational Couette Flow
,
Proc. Intern. Symposium on Applications of Laser Anemometry to Fluid Mechanics
,
Instituto Superior Tecnico
, 1096
Lisbon, Portugal
, paper 3.1.
19.
Papoulis
A.
(
1965
)
Probability, Random Variables, and Stochastic Processes
,
McGraw Hill Kogakusha Ltd
., p.
284
.
20.
Erdmann
J.C.
,
R.I.
Gellert
(Oct.
1976
)
Particle Arrival Statistics in Laser Anemometry of Turbulent Flow
,
APPL.PHYS.LETTERS
, Vol.
29
, No.
7
, pp.
408
411
.
21.
Landau
L.D.
,
E.M.
Lifshitz
(
1980
) Statistical Physics, 3rd Edition, Part 1,
Course of Theoretical Physics
, Vol.
5
,
Pergamon Press
,
Oxford
, pp.
347
348
.
22.
Edwards
R.V.
,
A.S.
Jensen
(
1983
)
Particle-Sampling Statistics in Laser Anemometers: Sample-and-Hold Systems and Saturable Systems
,
J.FLUID MECH.
, Vol.
133
, pp.
397
411
.
23.
Roberts
J.B.
,
J.
Downie
,
M.
Gaster
(
1980
)
Spectral Analysis of Signals from a Laser Doppler Anemometer Operating in the Burst Mode
,
J.PHYS.E: SCI. INSTRUM.
, Vol.
13
, pp.
977
981
.
24.
Durao
D.F.G.
,
G.
Pita
(
1984
)
Coherent Structures in the Near Field of Round Jets
,
EXPERIMENTS IN FLUIDS
2
, pp.
145
149
.
25.
Dimotakis
P.E.
,
G.L.
Brown
(
1976
)
The Mixing Layer at High Reynolds Number: Large-Structure Dynamics and Entrainment
,
J.FLUID.MECH.
, Vol.
78
, part 3, pp.
535
560
.
26.
Adrian
R.J.
,
C.S.
Yao
(
1985
)
Power Spectra of Fluid Velocities Measured by Laser Doppler Velocimetry
,
Proc. Intern. Symposium on Laser Anemometry
, ed.
A.
Dybbs
and
P.A.
Pfund
,
ASME
,
New York
, pp.
197
208
.
27.
Mayo
W.T.
Jr.
,
M.T.
Shay
,
S.
Riter
(March
1974
)
Digital Estimation of Turbulence Power Spectra from Burst Counter LDV Data
,
Proc.II Intern. Workshop on Laser Velocimetry
, ed.
H. D.
Thompson
and
W. H.
Stevenson
,
Purdue University W. Lafayette
,
Indiana
47907
.
28.
Beutler
F.J.
(March
1970
)
Alias-Free Randomly Timed Sampling of Stochastic Processes
,
IEEE Trans. Information Theory
, Vol.
IT-16
, No.
2
. pp.
147
152
.
29.
Smith
D.M.
,
D.M.
Meadows
(March
1974
)
Power Spectra from Random-Time Samples for Turbulence Measurements with a Laser Velocimeter
,
Proc.II Intern. Workshop on Laser Velocimetry
, ed.
H.D.
Thompson
and
W.H.
Stevenson
,
Purdue University, W. Lafayette
,
Indiana
47907
.
30.
Scott
P.F.
(March
1974
)
Theory and Implementation of Laser Velocimeter Turbulence Spectrum Measurements
,
Proc.II Intern. Workshop on Laser Velocimetry
, ed.
H.D.
Thompson
and
W.H.
Stevenson
,
Purdue University, W. Lafayette
,
Indiana
47907
.
31.
Wang
J.C.F.
(
1975
)
Laser Velocimeter Turbulence Spectra Measurements
,
Proc. Minnesota Symposium on Laser Anemometry
,
Oct. 22-24, 1975
,
Dept. of Conferences, University of Minnesota
, pp.
538
567
.
32.
Driscoll
J.F.
,
Pelaccio
D.G.
(
1978
) Laser Velocimetry Measurements in a Gas Turbine Research Combustor, in Laser Velocimetry and Particle Sizing, ed.
H.D.
Thompson
and
W.H.
Stevenson
,
Hemisphere Publishing Corporation
,
Washington
, pp.
158
165
.
33.
Kolodzy
P.J.
,
R.V.
Edwards
(
1986
)
Computation of the Autocorrelation Function of Velocity Fluctuations Using a Laser Anemometer in Sparsely Seeded Flows
,
Proc. III Intern. Symposium on Applications of Laser Anemometry to Fluid Me-Mechanics
,
Instituto Superior Tecnico, Mech. Eng. Dept.
1096
Lisbon, Portugal
, paper 3.1.
34.
Pfeifer
H.J.
(
1979
)
Analysis of Coherent Structures in Flow Fields Using Laser Doppler Anemometry
,
IEEE-ICIASF ’79 Record
, pp.
266
272
.
35.
Koochesfahani
M.M.
,
C.J.
Catherasoo
,
P.E.
Dimotakis
,
M.
Gharib
,
D.B.
Lang
(Dec.
1979
)
Two-Point LDV Measurements in a Plane Mixing Layer
,
AIAA JOURNAL
, Vol.
17
, No.
12
, pp.
1347
1351
.
36.
Wigley
G.
(
1985
)
A Two Color Backscatter Laser Anemometer for Determining Spatial Velocity Correlations
,
Proc. Intern. Symposium on Laser Velocimetry
, ed.
A.
Dybbs
and
P.A.
Pfund
,
ASME
,
New York
, pp.
83
90
.
37.
Nakatani
N.
,
M.
Tokita
,
A.
Maekawa
,
T.
Yamada
(
1985
)
Multi-Point LDVs Using Phase Diffraction Gratings and Optical Fiber Probes - Measurements of Coherent Structures in Premixed Flame
,
Proc. Intern. Symposium on Laser Anemometry
, ed.
A.
Dybbs
and
P.A.
Pfund
,
ASME
,
New York
, pp.
111
118
.
38.
Schäfer
H.J.
(
1984
)
Study of High-Speed Combustion Flows by Laser Velocimetry
,
ISL-Report CO 232/84
.
39.
Pfeifer
H.J.
(
1978
)
Invited Paper: Advances in Digital Data Processing, in Laser Velocimetry and Particle Sizing
, ed.H.D. Thompson and
W.H.
Stevenson
,
Hemisphere Publishing Corporation
,
Washington
, pp.
67
78
.
40.
Schaffar
M.
(
1979
)
Direct Measurements of the Correlation between Axial In-Jet Velocity Fluctuations and Far Field Noise Near the Axis of a Cold Jet
,
J.SOUND & VIBRATION
,
64
(
2
), pp.
73
83
.
41.
Goss
L.P.
,
D.D.
Trump
,
W.M.
Roquemore
(
1984
)
An Investigation of Temperature and Velocity Correlations in Turbulent Flames, in Experimental Measurements and Techniques in Turbulent Reactive and Non-Reactive Flows
, ed.
R.M.C.
So
,
J.H.
Whitelaw
, and
M.
Lapp
,
ASME
, AMD-Vol.
66
, pp.
215
221
.
42.
Hinze
J.O.
(
1959
)
Turbulence, McGraw-Hill Series in Mechanical Engineering
,
McGraw-Hill Book Company
,
New York
, pp.
39
42
.
43.
Carlson
A.B.
(
1968
)
Communication Systems
,
McGraw-Hill Book Company
,
New York
, p.
60
.
44.
Srikantaiah
D.V.
,
W.H.
Coleman
(
1985
)
Turbulence Spectra from Individual Realization Laser Velocimetry Data
,
EXPERIMENTS IN FLUIDS
3
, pp.
35
44
.
45.
Saxena
V.
(
1985
)
Power Spectrum Estimation from Randomly Sampled Data
,
Proc. Intern. Symposium on Laser Anemometry
, ed.
A.
Dybbs
and
P.A.
Pfund
,
ASME
,
New York
, pp.
209
219
.
46.
Maulard
J.
,
L.
Avezard
,
G.
Elias
(
1982
)
Mesure de vitesses et des turbulences dans les écoulements gazeux rapides par anémométrie laser: Quelques problèmes métrologiques
, ONERA, 29, Avénue de la Division Leclerc, 92320 Châtillon,
France
, Rapport Technique no. 2/7249.
47.
Haertig
J.
,
F.
Gerber
(
1984
)
Sur l’analyse spectrale des fluctuations de vitesse mesurées par anémométrie laser
,
ISL Report N 603/84
.
48.
Gaster
M.
,
J.B.
Roberts
(
1977
)
The Spectral Analysis of Randomly Sampled Records by a Direct Transform
,
Proc. R. Soc. Lond. A.
354
, pp.
27
58
.
49.
Bell
W.A.
(May
1983
)
Spectral Analysis Algorithms for the Laser Velocimeter: A Comparative Study
,
AIAA JOURNAL
, Vol.
21
, No.
5
, pp.
714
719
.
50.
Harris
F.J.
(Jan.
1978
)
On the Use of Windows for Harmonic Analysis with the Discrete Fourier Transform
,
Proc. IEEE
, Vol.
66
, No.
1
. pp.
51
83
.
51.
Koch
B.
,
H.J.
Pfeifer
(
1977
)
Detection of Large Scale Coherent Structures in Free Jets by Laser Anemometry and Crossed-Beam Schlieren Technique
,
Proc. Symposium on Turbulence
, ed.
G.K.
Patterson
and
J.L.
Zakin
,
Science Press
,
Princeton
, 1979, pp.
403
410
.
52.
Lau
J.C.
(
1980
)
Laser Velocimeter Correlation Measurements in Subsonic and Supersonic Jets
,
J.SOUND & VIBRATION
,
70
(
1
), pp.
85
101
.
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