Astrophysical Techniques VII Radio Astronomybn204/lecture/2012/aptech-bn-l7.pdf · 2018. 12....

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Astrophysical Techniques VII B. Nikolic Basics Noise and sensitivity Implementation Back matter Astrophysical Techniques VII – Radio Astronomy B. Nikolic http://www.mrao.cam.ac.uk/ ˜ bn204/ mailto:[email protected] Astrophysics Group, Cavendish Laboratory, University of Cambridge March 2012

Transcript of Astrophysical Techniques VII Radio Astronomybn204/lecture/2012/aptech-bn-l7.pdf · 2018. 12....

Page 1: Astrophysical Techniques VII Radio Astronomybn204/lecture/2012/aptech-bn-l7.pdf · 2018. 12. 14. · Astrophysical Techniques VII B. Nikolic Basics Noise and sensitivity Implementation

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Astrophysical Techniques VII –Radio Astronomy

B. Nikolichttp://www.mrao.cam.ac.uk/˜bn204/mailto:[email protected]

Astrophysics Group, Cavendish Laboratory, University of Cambridge

March 2012

Page 2: Astrophysical Techniques VII Radio Astronomybn204/lecture/2012/aptech-bn-l7.pdf · 2018. 12. 14. · Astrophysical Techniques VII B. Nikolic Basics Noise and sensitivity Implementation

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Outline

Basics

Noise and sensitivity

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Back matter

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Power radiating from a black body& Rayleigh-Jeans limit

Planck law:Bν =

2hcλ3

1exp hν

kBT − 1(1)

When hν << kBT can use the Rayleigh-Jeans limitapproximation:

Bν ∼2kBTλ2 (2)

For T ∼ 20 K→ kBT/h ∼ 410 GHz

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Power from a resistor & relation totemperature

Johnson Noise equivalent circuitPhysical temperature T

V∼ =√

4kBT R∆ν

RΩ Pnoise = kT ∆ν

Power of a random white-noise signal←→ temperature ofa resistor that would produce the same power:

Pnoise = kBT ∆ν (3)

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Antenna temperature

Physical temperature TA

Antenna

RΩ Pnoise = kBTA∆ν

1. Imagine isolated passive system as above2. In equilibrium, the resistor must be at same

temperature as the black body3. When a source completely fills beam, antenna

temperature = brightness temperature of source

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Gain measurement example

From: Srikanth et al, www.aoc.nrao.edu/evla/geninfo/memoseries/evlamemo95.pdf Actually gain of a corrugated horn designed as

a feed!

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Antenna gain

Physical temperature TB

Antenna

RΩ Pnoise = kBTA∆νsolid angle Ω

Power arriving

(single polarisation)

Pin =Bν(TBw)

2ΩAe∆ν

(4)

Pin ∼kBTBΩAe

λ2 ∆ν (5)

Power radiated byantennaInto solid angle Ω

Pant = kBTA∆νΩ

4πg (6)

Equilibrium⇒

g =4πAe

λ2 ; gmax ∼4πΩB

(7)

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Antenna gain II

Very useful for analysis of antennas using transmittingconfiguration (e.g., when geometric optics a very poorapproximation)Gain normally quoted in dB

I dB = 10 log10 gI Pulsar array at Lords Bridge: ν = 81.5 MHz,λ = 3.7 m, g = 46 dB

I 25 m dish at ν = 10 GHz, λ = 3 cm, g = 68 dB (e.g.,one VLA dish)

I 15 m dish at ν = 850 GHz, λ = 350µm, g = 103 dB(e.g., the JCTM)

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Signal from point source

S

Point source, flux density Sν

Antenna

RΩ Pnoise = kBTA∆νsolid angle Ω

Single polarisation:

Pin =12

SνAe∆ν = kBTA∆ν (8)

TA =Ae

2kBSν (9)

ALMA, VLA, GBT all have Ae2kB∼ 1− 2 K Jy−1 depending

on frequency

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Finite source not filling the beam

S

Source brightness TB

Antenna

RΩ Pnoise = kBTA∆ν

beam ΩB

source ΩS

TA ∼ΩS

ΩBTB (10)

Source is ‘diluted’ by the beam

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Outline

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Sources of noise in radio telescopes

1. Fundamental noise in amplifiers/mixers/detectorsUncorrelated, white noise→ ‘Thermal’ noise

2. Backgrounds:2.1 Losses in telescope, spillover to ground2.2 Atmosphere2.3 Astronomical – at low frequencies dominated by

galactic synchrotron emission

3. ‘Self-noise’: uncertainty due to quantum fluctuationsof incoming signal

4. Gain fluctuations: limit sensitivity of total-power broadband measurements

5. Standing waves (dominated by radiation fromthe receiver)

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Quantum Limit for Amplifier Noise

Uncertainty principle:

∆E∆t ≥ ~/2 (11)

Put E = n~ω and φ = ωt , where φ is the phase:

∆n∆φ ≥ 1/2 (12)

⇒ coherent amplifiers must add noise:

TN ≥~ω2kB

(13)

(Zero-input signal output is:

T0 =~ωkB

(14)

)

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Multiple uncertainty sources

Usually one can add multiple uncertainty components:

TSys = Trec + Tspill + Tbackground + Tsrc (15)

(Sometimes effects of atmospheric absorption are takeninto account by scaling up the uncertainties – confusing!)

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Sensitivity of radio receivers

‘Radiometer’ equation:

δTSys =TSys√t∆ν

(16)

where∆ν Bandwidth

t Integration timeNot Poisson statistics due to correlation between photonswhen occupancy levels > 1

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Practical measurement

I Must take a difference:

Tsrc = TSys,on − TSys,off (17)

I Tsrc usually << TSys

δTsrc =√

2δTSys (18)

I Need to integrate for about same duration ‘on’ and‘off’ source

I ThereforeS/N =

Tsrc

TSys√

2

√∆νt (19)

where t is ‘on’-source integration time

Page 17: Astrophysical Techniques VII Radio Astronomybn204/lecture/2012/aptech-bn-l7.pdf · 2018. 12. 14. · Astrophysical Techniques VII B. Nikolic Basics Noise and sensitivity Implementation

AstrophysicalTechniques VII

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Outline

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Page 18: Astrophysical Techniques VII Radio Astronomybn204/lecture/2012/aptech-bn-l7.pdf · 2018. 12. 14. · Astrophysical Techniques VII B. Nikolic Basics Noise and sensitivity Implementation

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Antennas

I At metre-wave wavelengths, dipoles can be used,usually in combination with passive elements to givesome forward gain

I Dipole + parabolic/cylindrical dishes can also beefficient

I At higher frequencies use feeds + parabolic dishes

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Dipole antenna

PAPER telescope element:

http://eor.berkeley.edu/

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Large parabolic/Gregorian reflector

The Green Bank 100 m telescope

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Dipole feed example

GBT PF1 feed ∼ 300 MHz

Photo by Steve White/NRAO, www.naic.edu/˜astro/sdss5/talks/ReceiverSystemPR.ppt

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Horn feeds

Focal plane array for the GBT at 20 GHz

https://safe.nrao.edu/wiki/bin/view/Kbandfpa/WebHome

Page 23: Astrophysical Techniques VII Radio Astronomybn204/lecture/2012/aptech-bn-l7.pdf · 2018. 12. 14. · Astrophysical Techniques VII B. Nikolic Basics Noise and sensitivity Implementation

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Horn feeds

Focal plane array for the GBT at 20 GHz

https://safe.nrao.edu/wiki/bin/view/Kbandfpa/WebHome

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Cross section of a corrugated horn

190 GHz corrugated horn

From: http://www.millimeterwave.com/corr.html

Page 25: Astrophysical Techniques VII Radio Astronomybn204/lecture/2012/aptech-bn-l7.pdf · 2018. 12. 14. · Astrophysical Techniques VII B. Nikolic Basics Noise and sensitivity Implementation

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Horn feed gain

Gain of horn feeds for the (J)VLA at ∼5 GHz

From: Srikanth et al, www.aoc.nrao.edu/evla/geninfo/memoseries/evlamemo95.pdf

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Free-space bolometer array

MUSTANG 90 GHz array

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Simplified heterodyne receiver

Typical arrangement for a mm/sub-mm telescope:

×4 for each BB

S

Source

horn

Mixer

1st LO

IF Filter Mixer

2nd LO

Baseband filter Digitiser

Square Law detector

Correlator

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Mixers – principle of operation

Multiplying a signal with a pure harmonic locally generatedsignal (“LO”) shifts down the signal frequency:

cosω0t × cosωt =cos [(ω − ω0)t ]

2+

cos [(ω + ω0)t ]2

(20)

Multiplication implemented using a non-linear device (atmm/sub-mm: Superconductor-Insulator-Superconductor“junction”)

Page 29: Astrophysical Techniques VII Radio Astronomybn204/lecture/2012/aptech-bn-l7.pdf · 2018. 12. 14. · Astrophysical Techniques VII B. Nikolic Basics Noise and sensitivity Implementation

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White noise signal

seq_along(s[0:200])

Re(

s[0:

200]

)

−1.0

−0.5

0.0

0.5

1.0

1.5

50 100 150 200Frequency

Pow

er

0.0

0.1

0.2

0.3

0.4

0.5

0.1 0.2 0.3 0.4 0.5

Simulation!

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Band limited signal

(spectral line, or e.g., RF filter)

seq_along(s[0:200])

Re(

s[0:

200]

)

−0.15

−0.10

−0.05

0.00

0.05

0.10

0.15

50 100 150 200Frequency

Pow

er

0.0

0.1

0.2

0.3

0.4

0.5

0.1 0.2 0.3 0.4 0.5

Simulation!

Page 31: Astrophysical Techniques VII Radio Astronomybn204/lecture/2012/aptech-bn-l7.pdf · 2018. 12. 14. · Astrophysical Techniques VII B. Nikolic Basics Noise and sensitivity Implementation

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Mixing signal

seq_along(s[0:200])

Re(

s[0:

200]

)

−1.0

−0.5

0.0

0.5

1.0

50 100 150 200Frequency

Pow

er

0.0

0.1

0.2

0.3

0.4

0.5

0.1 0.2 0.3 0.4 0.5

Simulation!

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Mixed signal

The up-shifted signal is easily filtered out

seq_along(s[0:200])

Re(

s[0:

200]

)

−0.2

−0.1

0.0

0.1

50 100 150 200Frequency

Pow

er

0.0

0.1

0.2

0.3

0.4

0.5

0.1 0.2 0.3 0.4 0.5

Simulation!

Page 33: Astrophysical Techniques VII Radio Astronomybn204/lecture/2012/aptech-bn-l7.pdf · 2018. 12. 14. · Astrophysical Techniques VII B. Nikolic Basics Noise and sensitivity Implementation

AstrophysicalTechniques VII

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Outline

Basics

Noise and sensitivity

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Back matter

Page 34: Astrophysical Techniques VII Radio Astronomybn204/lecture/2012/aptech-bn-l7.pdf · 2018. 12. 14. · Astrophysical Techniques VII B. Nikolic Basics Noise and sensitivity Implementation

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References I