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Astronomical Detectors
SCUBA-2 array ASTR 3010 Lecture 7 Chapter 8
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Photoelectric effect We want to detect photons!!
Change photons into electrons and measure the current!
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Astronomical Detectors
photons signal detector Detector Characteristics detection mode : photon detector, thermal detector, wave detector efficiency: QE (quantum efficiency) noise: SNR, DQE (detective quantum efficiency) spectral response: effective wavelength range linearity: threshold and saturation stability: deterioration, hysteresis response time: minimum exposure time dynamic range: hardware and software physical size: up to Giga pixels sampling: Nyquist sampling
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Astronomical Detectors
photons signal detector Detection modes Photon detectors: IR and shorter wavelengths Thermal detectors: bolometers, IR, radio + X-ray and gamma ray Wave detectors: can gauge phase, intensity, polarization (radio)
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Efficiency of Detector
Quantum Efficiency (QE): a common measure of the detector efficiency. Perfect detector has QE=1.0 Detective Quantum Efficiency (DQE): DQE is a much better indication of the quality of a detector than QE. Why? For any detector DQE ≤ QE
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Detector Performance DQE is a function of the input signal.
A certain QE=1 detector produces a background level of 100 electrons per second, and it was used to observe two sources. Obj1 (bright) : 1sec 10,000 electrons SNRin=100 Since there are two noise sources (Poisson noise and detector noise [proportional to the sqrt(background level)]), SNRout=10,000 / sqrt(10, ) = 99. Therefore, DQE=0.98 ; total noise = Poisson noise + detector noise ; Poisson noise = total count from the source and background Obj2 (100 times fainter): 100 sec 10,000 electrons SNRin=100 SNRout=10,000 / sqrt(20, *100)=57.8 DQE=0.33 Typical electronic detectors have QE: 20-90%
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Linearity HST WFPC3
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Nyquist sampling The sampling frequency should be at least twice the highest frequency (of interest) contained in the signal. True signal of 1 Hz. sampling at 2Hz, sufficient to capture each peak and trough at 3Hz, more than enough sample at 1.5Hz, causing an alias, wrong info…
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Examples of aliasing Moire pattern of bricks Moire pattern of bricks
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Photo-emissive devices
PMT : Choice of astronomical detector from 1945 until CCD. fast response time (few milliseconds). 1 channel
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CCD Charge coupling = Transfer of all electric charges within a semiconductor storage element to a similar, nearby element by means of voltage manipulations.
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CCD clocking = charge coupling = charge transfer
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CCD readout and clocking
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CCD readout : Correlated Double Sampling
To decrease the readout noise
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CCD saturation and blooming
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CCD Dark Current dark current as a function of temperature
Device needs to be cooled down LN2 : -196C Dry ice: -76C mechanical cooler: -30 ~ -50C liquid He: 10-60K Then, just use liquid He! no. charge transfer issue
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CCD Charge Transfer Efficiency
Charge transfer is via electron diffusion too low Temp means long time to diffuse. Compromised Temp : -100C need a heater or dry ice + cryo-cooler if CTE=0.99 for a pixel, 256x256 CCD, charges from the most distant pixel need to be transferred 1 million times! Total Transfer Efficiency TTE ≤ (CTE)256=7.6% If CTE=0.9999, TTE for a most distance pixel. TTE=(0.9999) = 0.95 Example of bad CTE
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CCD charge traps and bad columns
charge traps : any region that will not release electrons during the normal charge-transfer process.
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CCD gain, ADC, dynamic range
If a full well depth of a CCD is 200,000 electrons + 16 bit analog-to-digital convertor (ADC). 16bit ADC : 0 – 65,535 (1 – 216) 200,000/65,535 = 3.05 electrons/ADU gain Even if the gain is set to high, because of the limit in ADC, there is a firm limit in the upper limit in count (65535) digital saturation
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Noise sources in CCD Readout noise (“readnoise”) : present in all images Thermal noise (“dark current”) : present in non-zero exposures Poisson noise : cannot avoid Variance of noise = readnoise2 + thermal noise + poission noise How do we measure each of these noise sources? Readnoise ? Thermal noise? Poisson noise? Sample image of dark current
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Microchannel Plate MAMA (multi-anode microchannel array detector)
DQE is very high Xray to UV ACS MAMA detector and
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Intensified CCDs Mostly military purpose (night vision goggle): 1 photon phosphor photons It will always decrease input SNR
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Infrared Arrays Different from CCDs At different wavelengths:
In-Sb : 1 – 5.5 microns HgCdTe: 1.5 – 12 microns Hybrid design: IR sensitive layer + silicon layer for readout non-destructive readout! Fundamentally different readout: each pixel has own readout circuit Differences from CCDs no dead column, no blooming non-destructive readout (multiple readouts during an exposure) various readout schemes (Fowler sampling, up-the-ramp sampling) high background quick saturation need for co-add linearity is a concern dark current cold dewar HgCdTe : Mercury, Cadmium, Telluride MerCat detector In-Sb : Indium Antimonide
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Different readout schemes…
Uniform Sampling (“up-the-ramp”) Fowler sampling (Fowler & Gatley, 1990, ApJ)
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Chapter/sections covered in this lecture : 8
In summary… Important Concepts Important Terms Photoelectric effect Types of detectors CCD Infrared Arrays Dark currents and charge tranfer Nyquist Sampling QE DQE CTE Dark currents Charge traps Chapter/sections covered in this lecture : 8
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