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Astronomy at 100 MHz HI-z vs ZZ Top
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damped Lyman- abs-lines 21cm Line Studies (HIPASS)
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Cut off from view of optical wavelengths !!! n HI n HI +n HII 10 -3 If neutral fraction >
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Pre-WMAP 6.2 alter
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Gnedin’s simulation of Reionization: log(Neutral fraction) log(density) log T log(mean intensity of ionizing flux) http://casa.colorado.edu/~gnedin/GALLERY/
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MAP
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Z = 17 ??? Rules out WDM MAP Result 6.2 alter
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.…. ionized…… re-re-ionized re-ionized
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Time scales for Recombination … t = n /R recomb e # Electrons /cm 3 # Recombinations /sec /cm 3 = n /(n n ) eep recomb
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Time scales for Recombination in IGM… t = n /R recomb e = n /(n n ) eep recomb = 1 /( n ) p recomb = T /( n 2 x 10 ) sec p 1/2 -11 but, n ~ n proportional ~ (1+z) 3 p baryon t proportional T /(1+z) recomb 3 1/2
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Time scales for Recombination … t = n /R recomb e = n /(n n ) eep recomb t proportional T /(1+z) recomb 3 1/2 at z=9 t ~ 10 yrs recomb 8 at z=0 t ~ 10 yrs recomb 11
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70 MHz ………………..180 MHz
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Z = 20 15 10 8 7 6 cold H I warm H I R. Cen: 2 Reionisations Pop III stars: @ 500 Solar mass H II
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10 arcmin LOFAR and SKA … Quasar distributed star formation
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log T B log Frequency 180 MHz 180 K T B ~ f -2.6 Foregrounds: - Galactic synchrotron - Discrete sources - R.F.I. 3000K Galactic Center
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74 MHz x 6
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WMAP result
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Galactic / CMB separation…
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TE Spectrum at low l
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“The Z=20 Expt” JR, FB, et al
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FM band in NRQZ Green Bank, WV Nominal NRQZ Limit Barnbaum & Bradley 1998 3x10 -11 w/m 2 VLBI Total Power 10 -19
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Mileura Station – min/median/max 10 hrs @ 1 min intervals Azimuth :– 30 deg 3kHz bandpass average A. Chippendale 3 feb 2003 Nominal NRQZ Limit VLBI Total Power
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RFI Subtraction with a reference horn… origins in Int-Mit group at CSIRO – ATNF illustrations from Parkes Telescope… (Jon Bell et al.)
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RxRx gASgAS S I + g 1 I I g3Ig3I - g 1 I Signal Processing gASgAS g1g1 g3g3 X Cross Correlation
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R F I
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Reference Antenna I I(t) = h (t) * i o (t Impulse Response h(t) for each path Convolution operator Signal radiated by transmitter … with DELAY
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= G(f) I o (f) I (f) = ( G (f) e - i 2 f ) I o (f) Reference Antenna I Time Domain Frequency Domain I(t) = h (t) * i o (t
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Cross correlation: single polarization feed with 2 reference signals 1. Pol A 3. Ref 1 4. Ref 2 …G 1 G 4 * | I o 2 | G 3 G 4 * | I o 2 | ?? G1G1 G3G3 = G 1 G 4 * | I o 2 | G 3 G 4 * | I o 2 | G1G1 G3G3
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Cross correlation: single polarization feed with 2 reference signals 1. Pol A 3. Ref 1 4. Ref 2 …G 1 G 4 * | I o 2 | G 3 G 4 * | I o 2 | G1G1 G3G3 = G 1 G 4 * | I o 2 | G 3 G 4 * | I o 2 | = C 14 (f) C 34 (f) = C 14 = C 34
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Practical Application: Auto-Correlation Spectrometer |gA2||S2||gA2||S2| S I A/C spectrometer + | g 1 2 | |I 2 | | g 1 2 | |I 2 | = Power Spectrum P(f) g 1 g 3 * |I 2 | g 4 g 1 * |I 2 | g 4 g 3 * |I 2 | = C 13 (f) C 14 * (f) C 34 * (f) Advantage: Cross Correlation Spectra NO BIAS due to NOISE power
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Cross correlation: single polarization feed with 2 reference signals 1. Pol A 3. Ref 1 4. Ref 2 G 1 G 3 * | I o 2 | G 1 G 4 * | I o 2 | G 3 G 4 * | I o 2 | = C 14 = C 34 | g 1 2 | |I 2 | = C 13 (f) C 14 * (f) C 34 * (f) = C 13 A/C Spectrum Contamination
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Cross correlation: dual polarization feed with 2 reference signals 1. Pol A 2. Pol B 3. Ref 1 4. Ref 2 G 1 G 3 * | I o 2 | G 1 G 4 * | I o 2 | G 2 G 3 * | I o 2 | G 2 G 4 * | I o 2 | G 3 G 4 * | I o 2 | = C 13 = C 34 = C 14 = C 23 = C 24
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Duration 56 s with 0.1 s steps Bandwidth 5 MHz Raw Dynamic Spectra: Time Pol A Pol B frequency
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Pol A Pol B frequency Canceled Dynamic Spectra: Time RFI not in reference horn NOT is NOT subtracted ! Non-Toxic to celestial signals
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VOLTAGE Spectral Domain Contamination: the VOLTAGE spectrum Estimate { g 1 (f) I (f) } = X 13 (f) g 3 (f) I (f) C 14 (f) C 34 (f) stable on 0.1 second time scale Update every second 1 f Time Domain Contamination: Estimate { g I(t) } = x (t) * g I (t Ref Horn FIR filter Effectively… FIR filter coefficients
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Time 0.1 sec steps FIR Coefficients + Delay 0.1 s steps
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Pol APol B using Ref. “3” using Ref. “4”
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Phase Dynamic Pulsar Spectra Pol. A Pol. B Average Spectra Frequency
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Phase Dynamic Pulsar Spectra Pol. A Pol. B Frequency Average Spectra Cancellation Applied
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Time Domain Contamination: Estimate { g I(t) } = x (t) * g I (t Ref Horn Pol A FIR filter Effectively… FIR filter coefficients Estimate { g I(t) } = x (t) * g I (t Ref Horn Pol B { P(t) } = | g 2 | | I(t) 2 | = { g I(t) } { g I(t) } *
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Time Domain Contamination: Estimate { g I(t) } = x (t) * (g I (t N ) Estimate { g I(t) } = x (t) * (g I (t N ) { P (t) } = | g 2 | | I(t) 2 | = { g I(t) } { g I(t) } * = … + ( x (t) * N ) ( x (t) * N ) * Uncorrelated NoiseUnbiased Power
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Phase Dynamic Pulsar Spectra Pol. A Pol. B Frequency Average Spectra Passband Normalization Applied
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Bell’s Bucket Rx
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Total Power Spectra Ref A Ref B
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Raw Cross- correlation Spectra Ref B
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Corrected Cross- correlation Spectra Ref B
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Steve Ellingson: 17 Dec 1999 A Variation on the Ekers-Sault Correlation Idea Cross- correlation matrix Eigen decomposition Partition
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Frequency Channels Twelve Eigenvalue Spectra plus, reference crosspower spectrum !
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Frequency Channels Twelve Eigenvalue Spectra plus, reference crosspower spectrum 2 nd RFI source
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Frequency Channels Eigenvector Spectra for one channel (amplitudes of complex coefficients) …
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Conclusions complications of multi-path are contained in complex gains G(f) adaptive filtering with correlation functions preserves phase information…. … equivalent to subtraction of the voltage waveform
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Applied RFI ID and subtraction… 1. New 50cm Rx 2. 74 MHz … (Courtesy Mal Smith)
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ZZ Top: “… when yer movin’ down the road, … in yer V-8 foad, … a shine on yer boots, … and yer sideburns low…”
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