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High-contrast AO for imaging extrasolar planets
(formerly known as Extreme AO)Bruce Macintosh (LLNL)
Outline
• Science motivation for Extreme AO: Imaging extrasolar planets
• Fourier optics with perfect wavefronts – coronagraphs• Fourier optics with phase errors – High-contrast AO PSFs• ExAO system design: the Gemini Planet Imager
Formation history is encoded in distributions
Core acceretion + migration predictions (Ida&Lin 2004)
Orbital scattering in 3 body systems;Chatterjee et al. astro-ph/0703166
5 AU 50 AU
Disk fragmentation efficient at 10-20 AU
Ma
yer et a
l. 20
02
20 AU
Qmin=1.7
Qmin=1.4
160 yr 350 yr
Doppler
Direct detection & spectroscopy of brown dwarfs
Mclean et al 2003
Lafrienere et al 2007 (Gemini Planet Survey) etc.
GDPS
Uncertainty in luminosity of young planets
Marley et al 2006 astro-ph/0609739
Previous models
Low-entropy core accretion models
Extreme AO regime
Current AO surveys
Voyager “family portrait”
Conventional AO limited by scattered light
Strehl ratio S
Halo intensity 1-S
“Extreme” AO (ExAO)
gain > S/(1-S)
High-contrast AO PSF
• Fraunhoffer regime: focal plane and pupil plane are connected by Fourier transforms
• (x,y) = pupil plane coordinates– Natural coordinate system is in units of
telescope diameter
x=x[m]/D
• (= focal plane coordinates– Natural coordinate system is in units of
/D– XD
• Spatial frequency 1/a <=> angular scale /a
• Upper case / lower case = fourier transform pairs– Upper case for pupil plane
• e() = FT[E (x,y)]• P,p = PSF (intensity)
E
e
FT
Pupil electric field from aperture and phase
Pupil plane Focal plane
( , )
2
( , ) ( ( , ) )
( , ) ( , )
i x ye FT A x y e
p e
Φ=
=
( , )( , ) ( , ) i x yE x y A x y e Φ=
E(x,y)
e
A = aperture Φ = phasea, = fourier transforms of above
Simple case: uniform phase
Pupil plane Focal plane
2
( , ) ( ( , )) ( , )
( , ) ( , )
e FT A x y a
p a
= =
=
( , ) ( , )E x y A x y=
E(x,y)
e
A = aperture Φ = phasea, = fourier transforms of above
A |a|2
For small phase errors: Taylor expansion (Sivaramakrishnan et al 2002, Perrin et al 2003)
)2
1(
),(),(2
),(
K+Φ
−Φ+=
= Φ
iA
eyxAyxE yxi
Pupil plane Focal plane
( , )
2
( , ) ( ( , ) )
( , ) ( , )
i x ye FT A x y e
p e
Φ=
=
2( , )
2 *
* * ** * *
*
* * *
* *
* * * *12
( , ) ( ( , ) ) ( ...)2
* *( * ) ...
2
( , ) ( , ) ( , ) ( , )
* * * *( ( * ) ...)( ( * ) ...)
2 2
[ ( ) ( )]
( )( )
( ) (
i x y Ae FT A x y e FT A Ai
aa i a
p e e e
a aa i a a i a
aa
i a a a a
a a
a a a a
φ φφ
φ φ φ φφ φ
φ φφ φ
φ φ φ
Φ Φ= = + Φ − +
= + − +
= =
= + − + − − +
=
+ ∗ − ∗
+ ∗ ∗
− ∗ ∗ + ∗ ∗ )
...
φ⎡ ⎤⎣ ⎦+
PSF expansion
PSF terms
0 1 2
*0
* *1
* *
* *2
* * * *12
...
[ ( ) ( )]
2 Im[ ( )]
( )( )
( ) ( )
p p p p
p aa
p i a a a a
a a
p a a
a a a a
φ φ
φφ φ
φ φ φ φ
= + + +
=
=− ∗ − ∗
= ∗
= ∗ ∗
⎡ ⎤− ∗ ∗ + ∗ ∗⎣ ⎦
• Diffraction pattern term
Airy pattern
aa*=|FT(A)|2 is the diffraction term
Two-d Airy patterns
Coronagraphs
• Invented by Bernard Lyot in 1930 for studying the corona of the sun without waiting for an eclipse
How can we control diffraction?
PSF=aa*=|FT(A)|2A
PSF
Coronagraph 1: Gaussian apodization
Coronagraph 101: Blackman or Kaiser apodization
A=0.42-0.05 cos[2(r+0.5)] +0.08 cos[4(r+0.5)]
• More complex functions can have higher contrast or better throughput
• Apodizers in general are hard (impossible) to manufacture
Apodization in 2d
Shaped-pupil coronagraphs (Kasdin et al. 2003)
Pupil PSF
Lyot coronagraph (Lyot, 1933)
Starlight
Lyot coronagraph (Lyot, 1933)
Planet
Sivaramakrishnan et al 2001 has a nice 1-d analysis of how this works
Many new coronagraphs in recent years
• Explosion of coronagraph concepts in recent years• Lyot family:
– Basic: Lyot 1939 MNRAS 99, 538; Sivaramakrishnan et al 2001
– Band-limited: Kuchner & Traub 2003
– Apodized: Soummer 2005 Ap.J. 618, L161
• Apodizers:– Shaped-pupil: Kasdin et al 2003, Kasdin et al 2005 Applied Optics
44 1177, etc.
– Phase-induced apodizer: Guyon et al 2005 Ap.J. 622, 744
• Interference / wave-optics– 4-quadrant phase mask: Rouan et al 2000 PASP 777 1479
– Nulling interferometer/coronagraphs: Mennesson et al. 2004 Proc. SPIE 4860, 32
• Optical vortices, many others…• Most practical coronagraphs only work at > 3-5 /D• Control of phase errors has been neglected
PSF terms
0 1 2
*0
* *1
* *
* *2
* * * *12
...
[ ( ) ( )]
2 Im[ ( )]
( )( )
( ) ( )
p p p p
p aa
p i a a a a
a a
p a a
a a a a
φ φ
φφ φ
φ φ φ φ
= + + +
=
=− ∗ − ∗
= ∗
= ∗ ∗
⎡ ⎤− ∗ ∗ + ∗ ∗⎣ ⎦
• Diffraction pattern term
• Pinned speckle term– Antisymmetric– Traces the diffraction pattern;
vanishes when diffraction is negligible– See Bloemhof 2003, Perrin et al 2003
• Halo term– ~=||2 (power spectrum of Φ– Symmetric– Dominant source of scattered
light in high-contrast AO!• Strehl term
– Removes power from PSF core
d
/d
White noise
White noise
AO architecture and terms
Collimating Lens
Tip/TiltMirror
WavefrontSensor
Dichroic
Science Camera
D = primary mirrordiameter
DM conjugate to telescopeprimary
d=actuator spacing
d
WFS conjugateto DM & primary
Atmosphere parameters:Coherence length r0
Wind velocity v
DeformableMirror
Phase
Spatial frequency
Power spectrum
Spatial frequency
Spatial frequency
Phase
Spatial frequency
Power spectrum
Spatial frequency
Spatial frequency
Phase
Spatial frequency
Power spectrum
Spatial frequency
Spatial frequency
Phase
Spatial frequency
Power spectrum
Spatial frequency
Spatial frequency
Phase
Spatial frequency
Power spectrum
Spatial frequency
Spatial frequency
Phase
Spatial frequency
Power spectrum
Spatial frequency
Spatial frequency
AO architecture and terms
Collimating Lens
Tip/TiltMirror
WavefrontSensor
Dichroic
Science Camera
D = primary mirrordiameter
DM conjugate to telescopeprimary
d=actuator spacing
d
WFS conjugateto DM & primary
Atmosphere parameters:Coherence length r0
Wind velocity v
DeformableMirror
Phase Power spectra
Phase Power spectra
Band-limiting for anti-aliasing: spatial filter
PS
F in
tens
ity
Position (arcsec)
/dap
Spatial filter (Poyneer and Macintosh 2004) implementation
WavefrontSensor
DeformableMirror
Dichroic
Science Camera+Coronagraph
Focal stop spatial filter
/d=0.9”
Phase Power spectra
AO Tim
elag
WFS measurement
Inner working distance ~3-5 /D
Fitting error
Outer working distance ~N /D
Random intensity of all the Fourier components produces speckles
(ExAO PSF movie goes here)
As speckles average out (~D/vwind)planets can be detected
AO architecture and terms
Collimating Lens
Tip/TiltMirror
WavefrontSensor
Dichroic
Science Camera
D = primary mirrordiameter
DM conjugate to telescopeprimary
d=actuator spacing
d
WFS conjugateto DM & primary
Atmosphere parameters:Coherence length r0
Wind velocity v
DeformableMirror
ExAO 0 nm static errors, 5 MJ/500 MYr planet, 15 minute integration
ExAO 1 nm static errors, 5 MJ/500 MYr planet, 15 minute integration
ExAO 2 nm static errors, 5 MJ/500 MYr planet, 15 minute integration
ExAO 5 nm static errors, 5 MJ/500 MYr planet, 15 minute integration
ExAO and the Gemini Planet Imager
2003: Basic ExAO feasibility study and Keck strawman
2004: Gemini “Extreme AO Coronagraph” Conceptual design begins
2005: CfAO team selected
2006: (June): Project start
First light: 2010Team
LLNL: Project lead + AO
AMNH: Coronagraph masks&design
HIA: Optomechanical + software
JPL: Interferometer WFS
UCB: Science modeling
UCLA: IR spectrograph
UdM: Data pipeline
UCSC: Final integration&test
Calibration Module
LOWFS
Referencearm shutter
LO pickoff
Phasing Mirror
Apodizer Wheel
Woofer DM & Tip/Tilt
Linear ADC
F/64 focusing ellipseDichroic
Focal Plane Occultor Wheel
IR spectrograph
Collimator
Beamsplitter
Polarization modulator
Lyotwheel
Lenslet
Stage
Pupil Camera
Zoom Optics
Prism
HAWAIIII RG
Pupil viewing mirror
WFS
Lenslet
WFS P&C& focus
SF
FilterWheel
CCD
FilterWheel
Entrance Window
IR Self-calibration interferometer
Artificial sources
Pinhole
IR CAL WFSCAL-IFS P&C & focus
WFS collimator
DewarWindow
Filter Wheel
Polarizing beamsplitter and
anti-prism
Gemini f/16 focus
MEMS DM
AO
Coronagraph
High order high-speed AO (LLNL)
MEMS deformable mirror
Woofer DM
Calibration/ Alignment
Unit
Spatially Filtered WFS 0.7-0.9 m
GPI Window
Focal stop spatial filter
/d=0.9”
Commercial computer Fourier (predictive)
control
Keck AO (1999)
GPI
(2010)
Deformable mirror
349 actuators
(240 active)
4096 actuators
(1809 active)
Subaperture 56 cm 18 cm
Control rate 670 Hz 2000 Hz
Wavefront sensor
Shack-Hartmann
400 – 1000 nm
Spatially-filtered SH
700-900 nm
Strehl @ 1.65 m
0.4 >0.9
Guide star mag
R<13 mag. I<9 mag.
(V<11 aux.)
Superpolished optics (2 nm RMS)
Apodized-pupil Lyot coronagraph (Soummer 2005)
Apodizer
Hard-EdgedMask
Lyot Mask
Soummer 2005
Integral field spectrograph (James Larkin, UCLA)
DetectorLenslet Array
Collimator Optics
Camera Optics
Focal Plane
Pupil Plane
Rotating ColdPupil Stop
Filters
R.I. TelephotoCamera
Lenslet
Spectrograph
Collimated lightfrom Coronagraph
Prism
Window
Low spectral resolution (R~50)
High spatial resolution (0.014 arcsec)
Wide field of view (3x3 arcsec)
Minimal scattered light
UCLA Spectrograph format
• Each spectrum is 16 pixels long, one of YJHK, =50
• 68,000 spectra on a 2048x2048 detector 4.5 pixel spacing
• 2.8 x 2.8 arcsecond field of view, 0.014 arcsecond pixels
Single Spectrum
UCLA Broad-band ExAO snapshot
UCLA ExAO spectral data cube
James Larkin, UCLA
O1 O2
O3 O4
Fresnel optics effects (more complicated than simple Fraunhoffer model) cause speckles from aberrations near focus not to subtract as well
Marois et al. 2006, Spie
GPI mechanical design
GPI enclosure
Electronics
Gemini Cassegrain
support structure
Optics structure
Gort
GPI optical structure
VLT Planetfinder: SPHERE
Monte Carlo models of science performance(Graham&Macintosh)
Monte Carlo models of science performance(Graham&Macintosh)
ExAO can detect a significant population of planets
Radial velocity detections
GPI detections
Extrasolar planets
H=8-11 mag
H=5-8 mag
H=4-6 mag
Space AO: Terrestrial Planet Finder
• Terrestrial Planet Finder Coronagraph (was 2020, now deferred)
• Original baseline: 8x3m mirror with advanced AO to correct internal errors
• Coronagraph works at 4 /D -> 0.08 arcseconds for 8-m telescope– Earth at 10 pc = 0.1 arcsec
• Various interim 2-4 m class missions proposed with more advanced coronagraphs– 2-3 /D coronagraph allows smaller
telescope
• Some visible-light spectroscopy of Earthlike planets
Extrasolar planets
H=8-11 mag
H=5-8 mag
H=4-6 mag
TPF space coronagraph
Extrasolar planets
H=8-11 mag
H=5-8 mag
H=4-6 mag
Small TPF
A very large coronagraph
TPF Occultor (Webster Cash et al)
References
• Angel, R, “Ground based imaging of extrasolar planets using adaptive optics’, 1994 Nature 368, 203 (Original exoplanet paper)
• Burrows, A., et al., “A nongray theory of extrasolar planets and brown dwarfs”, 1997 Ap.J 491, 856 (Planet models)
• Sivaramakrishnan, A., et al., “Ground-based coronagraphy with High-Order Adaptive optics”, 2001 Ap.J. 552, 397 (Lyot coronagraphs)
• Kasdin, N.J., et al, 2003, “Extrasolar planet finding via optimized apodized pupil and shaped pupil coronagraphs”, Ap.J. 582, 1147
• Kuchner, M, and Traub, W., “A Coronagraph with a Band-limited Mask for Finding Terrestrial Planets” 2002 Ap.J. 570, 200 (improved Lyot coronagraph)
• Sivaramakrishnan, A., et al, “Speckle decorrelation and dynamic range in speckle noise limited imaging”, 2002 Ap.J. 581, L59 (2nd-order PSF expansion)
• Perrin, M., et al. “The structure of the High Strehl Ratio Point-Spread Functions”, 2003, Ap.J. 596, 702 (high-order PSF expansion)
• Poyneer, L, and Macintosh, B., “Spatially-filtered wavefront sensor for high-order adaptive optics”, 2004, JOSA A 21, 810 (aliasing + WFS)
• Guyon, O., et al. “Theoretical Limits on Extrasolar Terrestrial Planet Detection with Coronagraphs”, 2006 Ap.J.S. 167, 81
• Cash, W., et al, “The New Worlds Observer: using occulters to directly observe planets”, 2006 Proc. SPIE 2625