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THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

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Page 1: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

THEORY OF MEASUREMENTSMike Davis

Fourth NAIC-NRAO School on Single-Dish Radio Astronomy

Green Bank, WVJuly 2007

Page 2: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Thanks

To Don Campbell, author of the original version of this talk, and to the editors ofASP Volume 278.

http://articles.adsabs.harvard.edu/cgi-bin/nph-iarticle_query?2002ASPC..278...81C&data_type=PDF_HIGH&whole_paper=YES&type=PRINTER&filetype=.pdf

Page 3: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

OUTLINE

• Antenna-Sky Coupling• Flux Density• Antenna Sensitivity• The Radiometer Equation• Performance Measures• Beam Patterns as Spatial Filters

Page 4: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Summary• Clean beams are better

(Sky coupling)

• Bigger and more efficient is better (Effective Aperture)

• More observing time is better (Radiometer Equation - √n)

• Lower noise is better (Performance Measures)

• What you see is –not- what’s there (Beam Patterns as Spatial Filters)

Page 5: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Antenna-Sky Coupling

Power Received:

Source ^ ^ Antenna PatternEffective Area ^

Factor ½ comes from one of two polarizations

Page 6: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Antenna-Sky Coupling (cont’d)

Power Received in bandwidth ∆ν :

Page 7: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Antenna-Sky Coupling (cont’d)

For thermal sources (Planck’s Law):

Page 8: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Antenna-Sky Coupling (cont’d)

For kT << hv (Rayleigh-Jeans):

Page 9: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Antenna-Sky Coupling (cont’d)

Substituting, this gives the following Rayleigh-Jeans approximation:

Page 10: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Antenna TemperaturePower available at terminal of a resistor:

Replace the antenna with a matched resistor at a physical temperature that gives the same response:

TA is defined as the ANTENNA TEMPERATURE.

Page 11: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Flux Density

Spectral flux density for a discrete source (one with a clear boundary):

Page 12: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Flux Density (cont’d)

Observed Flux Density:

This is < S depending on the size of the source.

Page 13: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Flux Density (cont’d)

Large Source:

Page 14: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Flux Density (cont’d)

Small Source

Page 15: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Flux Density (cont’d)

The standard unit of spectral flux density in radio astronomy is the Jansky:

0 dBJy = -260 dB Wm-2Hz-1

In decibels:

Page 16: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Decibel ApproximationGood to 1% or better

dB ~Value Percent Error

0 1 0.001 1.25 -0.712 π/2 -0.903 2 0.244 2.5 -0.485 π -0.666 4 0.477 5 -0.248 2π -0.429 8 0.7110 10 0.00

Page 17: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Antenna Sensitivity (K/Jy)From earlier equations:

which gives:

An effective aperture of 2760 m2 is required to give a sensitivity of 1.0 K/Jy.

Page 18: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

The Radiometer EquationAveraging n samples improves an estimate by √n : ∆T = T/√n. There are ∆ν independent samples per second for a measurement bandwidth ∆ν Hz.

Averaging for ∆τ seconds gives n = ∆τ ∆ν :

A 100 MHz bandwidth reduces noise by a factor 10,000 in 1 second.

Page 19: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Performance Measures

Signal/Noise

Hence Ae/Tsys (m2/Kelvin)

is a useful measure of telescope performance.

Page 20: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

System Equivalent Flux Density

SEFD is defined as the point source flux density required to produce an antenna temperature equal to the system temperature:

An antenna with 2 K/Jy sensitivity and system temperature 20 K has an SEFD = 10 Jy.

Note that smaller SEFD is better.

Page 21: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Scanning the Antenna

Moving the antenna pattern across the source results in a convolution.In one dimension:

This convolution integral may be written as

Page 22: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Antenna Pattern as Spatial Filter

The Convolution Theorem gives

The spatial structure of the true sky signal is weighted by the transform of the antenna pattern. High spatial frequencies are lost.

Page 23: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Antenna Pattern and its Fourier Transform

Page 24: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Antenna Pattern as Spatial Filter (cont’d)

• It is generally true for any antenna that the spatial response of the far-field pattern is the autocorrelation of the aperture plane distribution.

• For an array, this has a hole at zero-spacing that eliminates low spatial frequencies.

• Accurate sky representation may require combining single dish and array data for this reason.

Page 25: THEORY OF MEASUREMENTS Mike Davis Fourth NAIC-NRAO School on Single-Dish Radio Astronomy Green Bank, WV July 2007

Thanks Again

To Don Campbell, author of the original version of this talk, and to the editors ofASP Volume 278.

http://articles.adsabs.harvard.edu/cgi-bin/nph-iarticle_query?2002ASPC..278...81C&amp;data_type=PDF_HIGH&amp;whole_paper=YES&amp;type=PRINTER&amp;filetype=.pdf