acoustic detectors of gravitational radiation · 2001. 3. 30. · more generally → fluctuation...

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Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001) ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION G. A. Prodi Università di Trento and INFN - AURIGA Collaboration Gravitational Waves and Experimental Gravitation motivations, g.w. emission, g.w. detection Overview of Ground Based Gravitational Wave Detectors interferometers, resonant detectors Resonant Detectors of Gravitational Waves sensitivity, noise, signal extraction, motion transducers, signal amplifiers Data Analysis and Observations by Resonant Detectors data validation, multi-detector searches for g.w. credits to AURIGA colleagues: J.P. Zendri, L.Taffarello, L.Baggio, L.Conti

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Page 1: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001)

ACOUSTIC DETECTORS of GRAVITATIONAL RADIATIONG. A. Prodi

Università di Trento and INFN - AURIGA Collaboration

• Gravitational Waves and Experimental Gravitationmotivations, g.w. emission, g.w. detection

• Overview of Ground Based Gravitational Wave Detectorsinterferometers, resonant detectors

• Resonant Detectors of Gravitational Wavessensitivity, noise, signal extraction, motion transducers, signal amplifiers

• Data Analysis and Observations by Resonant Detectorsdata validation, multi-detector searches for g.w.

credits to AURIGA colleagues: J.P. Zendri, L.Taffarello, L.Baggio, L.Conti …

Page 2: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001)

EXPERIMENTAL GRAVITATION

Minertial = Mgravitational up to ∼ 10-12 (torsion balance)→ ? satellite 10-16

General Relativity: Principle of Equivalence of Gravitation and Inertia∀ point ∃ locally inertial coordinate system in which the laws of nature are locally those of SpecialRelativity in the absence of gravitation⇒ trajectories of freely falling particles are properties of Space-Time⇒ geometrical description of Space-Time

Some crucial experimental tests:• Perihelium precession of Mercury ∼ 43 arcsec/century, IX century →• Deflection of light rays, 1919 →

curvature of space time due to gravitational field

• Gravitational red-shift, Pound & Rebka 1960 →time dilation due to gravitational field

• Radar echo delay, 1970's →

• Precession of inertial frames, Lense-Thirring dragging, spin-spin "gravitomagnetic" effect

Page 3: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001)

GRAVITATIONAL RADIATION

1915 → 1960's to demonstrate theoretically that gravitational waves carry energyripples on space-time, c speed, transverse waves

RELEVANCE OF GRAVITATIONAL WAVE ASTRONOMY

• emission by bulk motions of matter, not by electric charges ⇒ new complementaryinformation

• weakness of interaction with matter ⇒ uncorrupted information from deepestuniverse

• can be emitted by Black Holes ⇒ direct observation of Black Holes

• cosmic gravitational wave background ⇒ earliest history of Universe

• direct observation of gravitational radiation ⇒ last test of General Relativity,new quantum theory of gravity?

Page 4: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001)

EVIDENCE OF GRAVITATIONAL RADIATIONorbiting PSR 1913 +16 discovered in 1974 by Hulse and Taylor

binary system in tight orbit: 2 x ∼ 1.4 Msun at ∼ 1-5 Rsun orbital period ∼ 7h45min

radio pulsar: spinning neutron star → dynamical clock ∼ 17 Hz&"silent" compact companion: neutron star ?

⇒ solve for system parameters and map the orbit !

doppler effect on PSR clock → radial PSR velocity (eccentricity ∼ 0.6)

arrival time of pulses → changes in light travel time (∼ s) → size of orbit→ relativistic precession of periastron (∼ 4°/ yr, stellar masses)→ time dilation and gravitational red-shift of PSR clock

(∼ ms, speed and strength of G field)

first time: General Relativity as a tool for atrophysical measurements

Page 5: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001)

periastron time shiftaveraged shape over 5000 pulses

system loses energy according to predicted gravitational radiation emission

shrinking of PSR orbit: ∼ 3 mm / orbit decreasing orbital period: ∼ 7 10-8 s / orbit

Page 6: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001)

DETECTION OF GRAVITATIONAL RADIATION

Equivalence Principle:measure non-uniformities of the gravitational field of the wave⇒ TIDAL FORCES across a wide detector

at detector site, the metric gµν ≅ ηµν + hµν weak field limitsmall perturbation hµν << 1 of flat metric ηµν

……… in the suitable Transverse-Traceless gauge:

22

2 2

10h

c t µν ∂∇ − = ∂

strain waves hµν :• propagating at c speed

• transverse and traceless ⇒ 2 independent polarizations ˆ ˆh ah bhµν + ×= +

for a plane wave propagating aong z axis

0 0 0 0 0 0 0 0

0 1 0 0 0 0 1 0

0 0 1 0 0 1 0 0

0 0 0 0 0 0 0

ˆ

0

h h+ ×

= = −

Page 7: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001)

• huge energy flux conversion factor

232 33

2

1( ) 4 10

32gw

c W hF h t

G m Hzπ

= ≈ ×

��

EFFECTS

change in position x of free testmasses:

1

2k

j jkx h xδ =

deformation of a ring of free test particlesin a plane transverse to the wave:

tidal force on test mass at x:1

2k

j jkF mh x= ��

tidal force lines:

Page 8: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001)

EMISSION OF GRAVITATIONAL RADIATION

• non linear field equations 2

8 G

cG Tν µνµ

π= ⇒ very difficult predictions

Einstein tensor (curvature) energy momentum tensor

• emission of g.w. requires non spherical motionsoutside a spherical body the field is the same as that of a Black-Hole of thesame mass (Birkhoff's theorem)

• first order post Newtonian approximation → multipole expansion for Rsource<<λgw

• no dipole radiation

analog of electric dipole j jd dV xρ= ∫ ρ density of mass-energy

time derivative is momentum ⇒ constant for isolated systemneglecting the momentum subtracted by the g.w. itself

similarly, analog of magnetic dipole j dV r vµ ρ= ×∫� �

is angular momentum

Page 9: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001)

• lowest order is quadrupole21

3jk j k jkQ dV x x rρ δ = − ∫ traceless

wave amplitude 4

2

42 2jk

jkNSG GQ Mv

rh

crc= ≈

��

, 2NSv non spherical part of

squared velocity inside source

order of magnitude for upper bound on amplitude:

for self-gravitating bodies { }2int intmax ,NS

GMv

Rϕ ϕ≤ = − newtonian

potential well inside source

⇒ 21 10

10Mpc

hr

− < with 2

int 0.2 cϕ ≈ as for a neutron star

Page 10: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001)

• • estimate of frequency of sources:

natural frequency for motions of self gravitating system 0 2NS

source

vf

Rπ≈

since 2NS

mean

GMv

R ≈ ⇒ 30

1 2

2 source

M

Rf

G

π≈

• highest frequency sources are Black-Holes:

2

2source Schwarschild

GMR R

c→ =

• ground based detectors (10-104 Hz) look for stellar mass sources

• binary systems observable from ground will coalesce within ∼ 1 year

• space based detector monitor different sources

Page 11: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001)

Page 12: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001)

GRAVITATIONAL WAVE DETECTORS

A. relative motion of DISTANT FREELY FALLING MASSES:by Michelson interferometer ground or space based

by doppler tracking (space based)

frequency bandwidth:• goodness of free fall → lower cut off

ground based > 10 Hzseismic noise, local gravity gradients

space based > 10-4 Hzdrag free control, orbits models

• light travel / storage time → higher cut offground based < 104 Hzspace based < 10-1 Hz

signal:

difference of light travel time in arms → phase shift

2( ) ( ) optical path

light

Lt h t

πφ

λ+∆ =

Page 13: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001)

ground based max. Larm ∼ 3-4 km

delay line interferometer

2optical path round trips armL N L= ,optical path

storage

L

cτ =

drawback: too large mirrors required for N>>1

Fabry Perot cavity interferometer

Cavities locked at resonances 2 arm lightL nλ=2

2optical path arm

FL L

π→ ,

2

2arm

storage

LF

π=

finesse .

,2res width arm

f cF f

Lν∆≡ ∆ ≡

∆ free spectral range

interval between two resonances

Page 14: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001)

SIGNAL RESPONSE of interferometer

1 2 lightgw light storage FP

gw

vhω τ φν+⇒ ∆� �

Page 15: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001)

wavefront parameters directional response to optimally polarized wave

ANTENNA PATTERN of MICHELSON INTERFEROMETERS

Page 16: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001)

OPERATING SCHEME of TAMA300 (Japan)

Page 17: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001)

NOISE at INPUT in operating TAMA300 (Japan)

Page 18: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001)

DESCRIBING NOISE in LINEAR SYSTEMS

linear systems (time invariant)output O(t) is the convolution of input I(t) with impulsive response G(t) to a δ(t) at input

( ) ( ) ( )t

O t I G t dτ τ τ−∞

= −∫ or by Fourier Transform ( ) ( ) ( )O I Gω ω ω=

G(ω) transfer function

Stochastic processes (stationary)

autocorrelation function of x(t) ( ) ( ) ( )xxR x t x t dtτ τ+∞

−∞

≡ +∫ ⇒ 2 (0)xxx R=

Power Spectral Density of x(t) ( ) ( ) ixx xxS R e dωτω τ τ

+∞−

−∞

≡ ∫ and ( ) ( )2

ixx xx

dR S e ωτ ωτ ω

π

+∞

−∞

≡ ∫

⇒ 2 2 ( )xxx S d

ν νω ν

∆ ∆= ∫ also ⇒

2( ) ( ) ( )OO IIS S Gω ω ω=

energy of process x(t) in bandwidth ∆ν converting PSD at different port

Page 19: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001)

Thermal noise

Nyquist theorem: { }( ) (2 )ReVV BS k T Zω ω= bilateral (- ∞, + ∞)PSD of voltage noise source in series with an electrical impedence Z(ω)

in terms of PSD of current noise source in parallel to Z(ω)

{ }2 2

Re ( )( )( ) 2

( ) ( )VV

II B

ZSS k T

Z Z

ωωωω ω

= =

more generally → fluctuation dissipation theorem

linear system of "coordinate" x(t) under external "force" ( ) ( ) ( )f Z xω ω ω= �

where( ) ( )dx

fdt

Z Gω ω→

PSD of thermal noise force acting on x(t) { }( ) 2 Re ( )ff BS k T Zω ω=

Page 20: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Rivelatori Acustici di Onde Gravitazionali - XI Giornate di Studio Sui Rivelatori (Torino, 2001)

in terms of coordinate x(t)

{ }22

Re ( )( ) 2

( )xx B

ZS k T

Z

ωω

ω ω=

for a mechanical harmonic oscillator:2 00 ,

mmx x m x f

Q

ωβ ω β+ + = =�� �

02 2

2 2 2 00 2

( ) 2 , ( ) 2

( )ff B xx B

T

mQS k T S k

Q

ωω β ωω ωω ω

= =

− +

since2 2 00( )x fG m i

Q

ωωω ω ω→

= − +

Page 21: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

International GravitationalEvent Collaborationhttp://igec.lnl.infn.it

ALLEGRO group: ALLEGRO (LSU)Louisiana State University, Baton Rouge -Louisiana

http://phwave.phys.lsu.edu

AURIGA group: AURIGA (INFN-LNL)INFN of Padova, Trento, Ferrara, Firenze, LNLUniversities of Padova, Trento, Ferrara,FirenzeCeFSA, ITC-CNR, Trento – Italia

http://www.auriga.lnl.infn.itG.A.Prodi - Univ. of Trento and INFN - Trento - Italy

[email protected]

NIOBE group: NIOBE (UWA)University of Western Australia, Perth, Australia

http://www.gravity.pd.uwa.edu.au

ROG group: EXPLORER (CERN),NAUTILUS (INFN-LNF)

INFN of Roma and LNFUniversities of Roma, L’AquilaCNR IFSI and IESS, Roma - Italia

http://www.roma1.infn.it/rog/rogmain.html

Page 22: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

SENSITIVITY of RESONANT DETECTORS TO BURSTS SIGNALS

Fourier component H(ω) of the gravitational wave around ωres

2det1

( )4 bar r bar

ees

r s

E

LH

ν=

Edet energy released by the g.w.burst to the bar

current best (AURIGA detector, 1999)H(ω) ≈ 2 ×10 - 22/Hz Edet ≈ 1 ×10 - 26 J ≈ 2 ×10 4 hνres energy quanta

Standard Quantum Limit is 4 orders of magnitude lower in energy (factor 100 for H)

⇒ significative improvements are been pursued to get soon to ≈100 hνres:• transducer and amplifier system of the signal• mechanical suspension system• LHe cryogenics acoustic noise

SQL is not in principle a limitation, since it comes from the quantum nature of thedetector while the measurand is a classic force → new detection schemes (QND)

Page 23: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

FREQUENCY BANDWIDTH

The resonant detector is not band-limited to its resonance width, effective bandwidth isa function of noise parameters.

simplified modelFTher thermal noise force

SFF PSD of back action noiseSxx PSD of displacement noise

due to transducer-amplifier

Fgrav gravitational tidal signal

Page 24: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

Total noise referred as force at input of detector2 2 00Fther Fba xxS S S m i

Q

ωωω ω + + − +

890 895 900 905 9100.7

1

10

90

Total Noise

∆ωosc

∆ωpd

Sxx

/|G(ω)|2SF=S

Fther+S

FbaSF

totF

tot

[

A.U

.]

Frequency [Hz]

current bandwidths (FWHM) ≈ 1 - 5 Hz resonance widths ≈ 1 mHz at 1 kHz

Page 25: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

RESONANT TRANSDUCER

0Tr Tr Bar

Bar Tr Bar

M K K

M M Mµ ω= = =

Energy Conservation:

2 2 2 20 0

1 1

2 2

Bea

Bar

t Time

Bar Tr TrM x M xω ω←→

improve transduction efficiency by a Mechanical Amplification: 1Tr Barx x

µ= ⋅

Page 26: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

SIGNAL TRANSDUCER + AMPLIFIER

Electro-mechanical transduction efficiency αfor a capacitive transducer → electric bias field E0 [V/m]

020

2( ) Fbba IIa

EF Q t SSE α

ω= ∝⇒ =

020 2

(1

) xVV

xout

SV E x t

ES

α= = ∝⇒

Page 27: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

890 895 900 905 9100.7

1

10

90

SF=S

Fba+S

Fther

SFba

� α2

SFther

Sxx

/|G(ω)|2� 1/α2

SF

totF

tot

[

A.U

.]

Frequency [Hz]

⇒ maximize transduction efficiency α SFba → SFther

⇒ make amplifier noise close to quantum limit 2VV IIS S → �

Page 28: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

AURIGA Strain Noise Power Spectral Density

July 1999

AURIGA1999

TAMA 2000

{ }1

22 2min 4 10hhS Hz−−≈ × bandwidth ≈ 1 Hz

OPTIMAL LINEAR FILTERfor a g.w. signal with Fourier transform H(ν)

for resonant detectors → H(ν) at resonances

( )( )

2

2

hh

HSNR d

S

νν

ν

+∞

−∞

= ∫

Page 29: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS
Page 30: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

SENSITIVITY of DETECTORS1997-1998

Hmin: minimum detectable H at SNR = 1

fractions of observation time with detector noise <Hmin

Hdet: thresholds used for this g.w. search

AUR-EXP-NAU: SNR= 5ALL: SNR= 2.8NIO: SNR≈ 3-5

0.5 0.840.16 0.9750.025 10

ALL

AUR

EXP

NAU

NIO

Hmin [Hz-1]10-22 10-21 10-20

hmin 10-18

ALL

AUR

EXP

NAU

NIO

Hdet [Hz-1]10-21 10-20 10-19

Page 31: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

TIME COINCIDENCES

coincidence i - k ⇔ t i – t k ≤ ∆t w

∆t w = 1 s coincidence time window≤ a few % of false dismissal

RATE OF ACCIDENTAL COINCIDENCESabove threshold Hthr

1) theoretical prediction:

assuming random distributions of event times foreach detector:

1

1

( )( )

M Mw

a i thrMiobs

tM N H

=

∆= ∏

M number of detectors Tobs observation timeN (Hthr) number of events above threshold Hthr

2) empirical estimate:

time shifts of one detector response with respect toothers

- agreement with theoretical predictions

- event rates of different detectors areuncorrelated

Page 32: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

RATE of ACCIDENTAL COINCIDENCESvs SIGNAL THRESHOLD

1997-1998

10-13

10-12

10-11

10-10

10-9

10-8

10-7

10-6

10-5

10-4

10-3

10-2

10-1

1

10

10 2

10-20

10-13

10-12

10-11

10-10

10-9

10-8

10-7

10-6

10-5

10-4

10-3

10-2

10-1

1

10

10 2

.3 10 10-20-21

Hthr (Hz -1)

rate

(y

-1)

ALLEGRO-AURIGA-NAUTILUS

ALLEGRO-AURIGA-NAUTILUS-EXPLORER

ALLEGRO-AURIGA

continuous line: predicted false alarm ratedotted line: predicted + 1 σ of instantaneous f.a.ratepair 89 days over 104triple 14.3 17.14-tuple 6.7 7.9high statistical significance for any 3- and 4-foldcoincidence, even allowing for accidental rateuncertainties

Page 33: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

AMPLITUDE RESPONSE of IGEC DETECTORS for the GALACTIC CENTER

← ALLEGRO← AURIGA -EXPLORER -NAUTILUS

← NIOBE

sin2θ vs Universal Time (optimal polarization)θ angle between bar axis and gw direction

0

0.2

0.4

0.6

0.8

1

0 4 8 12 16 20 24

Sin2 (

θ)

Time (h)

Page 34: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

SATISFACTORY vs UNSATISFACTORY DETECTOR OPERATION

1. Experimentalists set vetos on time periods for maintenance, calibration, failures…

2. Data analysis tests statistics of noise: are filtered & whitened data gaussian?good KurtosisChauvenet selection converges rapidly

are whitened data uncorrelated?either

A) successful separation between contributions due to• dominant modeled quasi-stationary gaussian noise• small unmodeled noise background in excess or “signals”

AURIGA WK filtered datahistogram relative to the

satisfactory operationduring one day

(1 sample/s)

DAY 182, THURSDAY Jul 1, 1999

1

10

10 2

10 3

-0.2 -0.1 0 0.1 0.2

60.78 / 32

Teff=1.27 ±0.01mK

Amplitude (H0·1020)

coun

ts

Versione analisi on-line 1.2

Page 35: ACOUSTIC DETECTORS of GRAVITATIONAL RADIATION · 2001. 3. 30. · more generally → fluctuation dissipation theorem ... Total noise referred as force at input of detector 220 SS

only for gaussian data buffers, i.e. not dominated by “signals” (95 sec/ buffer)

⇒ reliable estimate of the noiseby the Chauvenet criterion the rms is calculated on the low amplitude part of thedistributions of WK filtered and whitened data

⇒ allow slow adaptiveness of filter parameterscorrections can be estimated from the spectrum of whitened data

⇒ self consistency check of WK filter is granted by the flatness of whitened dataPSD

WK filter is matched to the noiserare buffers dominated by excess noise, i.e. gaussian only at very low amplitudes, are kept withinthe satisfactory operation of the detectoror

B) “too much” unmodeled noise:⇒ wrong filter model and/or parameters⇒ automatic vetos on time periods when at least half of

the data buffers don’t meet above requirements definethe unsatisfactory operation

histogram of a sample buffer showing non gaussiandistribution (95 s of WK filtered data)

1

10

10 2

10 3

-15 -10 -5 0 5 10 15

SNR

coun

ts