main beam representation in non-regular arrays

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Main beam representation in non- regular arrays Christophe Craeye 1 , David Gonzalez-Ovejero 1 , Eloy de Lera Acedo 2 , Nima Razavi Ghods 2 , Paul Alexander 2 1 Université catholique de Louvain, ICTEAM Institute 2 University of Cambridge, Cavendish Laboratory CALIM 2011 Workshop, Manchester, July 25- 29, 2011 2d calibration Workshop, Algarve, Sep 26, 2011

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Main beam representation in non-regular arrays. Christophe Craeye 1 , David Gonzalez-Ovejero 1 , Eloy de Lera Acedo 2 , Nima Razavi Ghods 2 , Paul Alexander 2. 1 Université catholique de Louvain, ICTEAM Institute 2 University of Cambridge, Cavendish Laboratory. - PowerPoint PPT Presentation

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Page 1: Main beam representation in non-regular arrays

Main beam representation in non-regular arrays

Christophe Craeye1, David Gonzalez-Ovejero1, Eloy de Lera Acedo2, Nima

Razavi Ghods2, Paul Alexander2

1Université catholique de Louvain, ICTEAM Institute 2University of Cambridge, Cavendish Laboratory

CALIM 2011 Workshop, Manchester, July 25-29, 20112d calibration Workshop, Algarve, Sep 26, 2011

Page 2: Main beam representation in non-regular arrays

2 parts

Next: analysis of aperture arrays with mutual coupling

Preliminary: Patterns of apertures – a review

Algarve meeting, 2011

Page 3: Main beam representation in non-regular arrays

br

Algarve meeting, 2011

Page 4: Main beam representation in non-regular arrays

Fourier-Bessel series

Algarve meeting, 2011

Page 5: Main beam representation in non-regular arrays

Zernike series

NB: the Zernike function is a special case of the Jacobi Function

Algarve meeting, 2011

Page 6: Main beam representation in non-regular arrays

Zernike functions

Picture from Wikipedia

CALIM 2011

Page 7: Main beam representation in non-regular arrays

Radiation pattern

Hankel transform

Algarve meeting, 2011

Page 8: Main beam representation in non-regular arrays

F.T. of Bessel

Algarve meeting, 2011

Page 9: Main beam representation in non-regular arrays

FT of Zernike

Algarve meeting, 2011

Page 10: Main beam representation in non-regular arrays

Sparse polynomial

Algarve meeting, 2011

Page 11: Main beam representation in non-regular arrays

Context: SKA AA-lo

Parameter Specification

Low frequency 70 MHz

High frequency 450 MHz

Nyquist sampling frequency

100 MHz

Number of stations 50 => 250

Antennas per station 10.000

Type of element

Bowtie

Spiral

Log-periodic

CALIM 2011

Non-regular: max effective area with min nb. elts w/o grating lobes.

Page 12: Main beam representation in non-regular arrays

Problem statement

Too many antennas vs. number of calibration sources

Calibrate the main beam and first few sidelobes Suppress far unwanted sources using interferometric methods (open).

Compact representations of patterns, inspired from radiation from apertures, including effects of mutual coupling

Goal: pattern representation for all modes of operation at station level.

Algarve meeting, 2011

Page 13: Main beam representation in non-regular arrays

Specific to SKA AAlo

• Fairly circular stations (hexagonal would be OK)• Relatively dense • Weak amplitude tapering – some space tapering• Irregular => all EEP’s very different• Even positions are not 100 % reliable (within a few cm)• Correlation matrix not available• Nb. of beam coefficients << nb. Antennas• Restrict to main beam and first few sidelobes

Even assuming identical EEP’s and find 1 amplitude coefficient per antenna is way too many coefficients

Algarve meeting, 2011

Page 14: Main beam representation in non-regular arrays

Outline

1.Limits of traditional coupling correction

2.Array factorization

3.Array factors: series representations

4.Reduction through projection

5.Scanning

Algarve meeting, 2011

Page 15: Main beam representation in non-regular arrays

Z L

To get voltages in uncoupled case: multiply voltage vector to the left by matrix CALIM 2011

Embedded element pattern

Impedance isolated elt

Array impedance matrix

Page 16: Main beam representation in non-regular arrays

Z L

After correction, we are back to original problem, with (zoomable, shiftable) array factor

CALIM 2011

Embedded element pattern

Gupta, I., and A. Ksienski (1983), Effect of mutual coupling on the performance of adaptive arrays, IEEE Trans. Antennas Propag., 31(5), 785–791.

Page 17: Main beam representation in non-regular arrays

CALIM 2011

Mutual coupling correction

Half-wave dipole

Isolated Embedded Corrected

Page 18: Main beam representation in non-regular arrays

CALIM 2011

Mutual coupling correction

Bowtie antenna

Isolated Embedded Corrected

l=1.2 m, =3.5 m

Page 19: Main beam representation in non-regular arrays

CALIM 2011

Mutual coupling correction

Bowtie antenna

Isolated Embedded Corrected

l=1.2 m, =1.5 m

SINGLE MODE assumption not valid for l < /2 ~

Page 20: Main beam representation in non-regular arrays

Macro Basis Functions (Suter & Mosig, MOTL, 2000,

MBF 1 MBF 2

CALIM 2011

Multiple-mode approach

cf. also Vecchi, Mittra, Maaskant,…)

MBF 3 MBF 4

Page 21: Main beam representation in non-regular arrays

C111 C211 C311

C122 C222 C322

MBF 1

MBF 2

Array factorisation

Coefficients for IDENTICAL current distribution

Z L

CALIM 2011

Antenna index

s n

Page 22: Main beam representation in non-regular arrays

C111 C211 C311

C122 C222 C322

MBF 1

MBF 2

Array factorisation

Coefficients for IDENTICAL current distribution

Z L

CALIM 2011

Antenna index

s n

Page 23: Main beam representation in non-regular arrays

23

Example array

- Distance to ground plane = λ0/4.

- No dielectric.

- Array radius = 30λ0. - Number of elements = 1000.

λ0

λ0

Z = 200Ω

CALIM 2011

Page 24: Main beam representation in non-regular arrays

24-50 0 50

-60

-50

-40

-30

-20

-10

(º)

dBW

EEP's meanSingle element patternError

E-plane

~ 35 dB

H-plane

-50 0 50

-60

-50

-40

-30

-20

-10

(º)

dBW

EEP's meanSingle element patternError

2

sin10 ),(),(log10 glemean EEe

Random configuration

CALIM 2011

Random arrangement

Page 25: Main beam representation in non-regular arrays

25-50 0 50

-60

-50

-40

-30

-20

-10

(º)

dBW

EEP's meanSingle element patternError

CALIM 2011

Quasi-random arrangement

Page 26: Main beam representation in non-regular arrays

Radius of Influence

10 elements100 elements1000 elements

H-plane

22

22

10

),(),(max

),(),(),(),(

log10

),(

fullv

fullh

iv

fullv

ih

fullh

i

EE

EEEE

e

ICEAA 2011

Page 27: Main beam representation in non-regular arrays

Aperture sampling (1)

CALIM 2011

Page 28: Main beam representation in non-regular arrays

CALIM 2011

Aperture sampling (2)

Define a local density (several definitions possible)

Page 29: Main beam representation in non-regular arrays

Aperture scanning (1)

CALIM 2011

Page 30: Main beam representation in non-regular arrays

CALIM 2011

Aperture scanning (2)

Page 31: Main beam representation in non-regular arrays

CALIM 2011

Patterns versus size of array

Page 32: Main beam representation in non-regular arrays

CALIM 2011

Coherent & incoherent regimes

Number of sidelobes in “coherent” regime

~0.3

~

Page 33: Main beam representation in non-regular arrays

CALIM 2011

Aperture field representation

b

Page 34: Main beam representation in non-regular arrays

CALIM 2011

Pattern representation

Angle from broadside

Page 35: Main beam representation in non-regular arrays

CALIM 2011

Polynomial decomposition

Page 36: Main beam representation in non-regular arrays

CALIM 2011

Fourier-Bessel decomposition

=

Page 37: Main beam representation in non-regular arrays

CALIM 2011

Fourier-Bessel decomposition

=

A. Aghasi, H. Amindavar, E.L. Miller and J. Rashed-Mohassel,“Flat-top footprint pattern synthesis through the design of arbitrarilyplanar-shaped apertures,” IEEE Trans. Antennas Propagat.,Vol. 58, no.8, pp. 2539-2551, Aug. 2010.

Page 38: Main beam representation in non-regular arrays

CALIM 2011

Zernike-Bessel decomposition

Y. Rahmat-Samii and V. Galindo-Israel, “Shaped reflector antennaanalysis using the Jacobi-Bessel series,” IEEE Trans.Antennas Propagat., Vol. 28, no.4, pp. 425-435, Jul. 1980.

Page 39: Main beam representation in non-regular arrays

CALIM 2011

Polynomial Fourier-Bessel

Zernike-Bessel

Fast functions

Good 1st order

Good 1st order

weaker at low orders

weak direct convergence

fast direct convergence

Page 40: Main beam representation in non-regular arrays

Array factor

CALIM 2011

with apodization

Page 41: Main beam representation in non-regular arrays

Array factor

CALIM 2011

with apodization

Page 42: Main beam representation in non-regular arrays

CALIM 2011

Apodization function w(r) extracted

Page 43: Main beam representation in non-regular arrays

CALIM 2011

Approximate array factor extracted

20 % error on amplitudes/4 error on positions (at 300 MHz)

Page 44: Main beam representation in non-regular arrays

CALIM 2011

Residual error with Z-B approach

Page 45: Main beam representation in non-regular arrays

CALIM 2011

Residual error with Z-B approach

Page 46: Main beam representation in non-regular arrays

CALIM 2011

Residual error with Z-B approach

Page 47: Main beam representation in non-regular arrays

CALIM 2011

Residual error with Z-B approach

Page 48: Main beam representation in non-regular arrays

CALIM 2011

Residual error with Z-B approach

Page 49: Main beam representation in non-regular arrays

CALIM 2011

Residual error with Z-B approach

Page 50: Main beam representation in non-regular arrays

CALIM 2011

Residual error with Z-B approach

Page 51: Main beam representation in non-regular arrays

CALIM 2011

Residual error with Z-B approach

Page 52: Main beam representation in non-regular arrays

CALIM 2011

Residual error with Z-B approach

Page 53: Main beam representation in non-regular arrays

Density function

The number of terms tells the “resolution” with which density is observed CALIM 2011

Page 54: Main beam representation in non-regular arrays

Array of wideband dipoles

Algarve meeting, 2011

Page 55: Main beam representation in non-regular arrays

AF convergence

Over just main beam

Algarve meeting, 2011

Page 56: Main beam representation in non-regular arrays

Main beam + 1st sidelobe

AF convergence

Algarve meeting, 2011

Page 57: Main beam representation in non-regular arrays

AF convergence

Project on 1, 2, 3 MBF patterns at most

Algarve meeting, 2011

Page 58: Main beam representation in non-regular arrays

Pattern projections

Power radiated by MBF pattern 0

NB: can be projected on more than 1 (orthogonal) MBFs

Page 59: Main beam representation in non-regular arrays

Full pattern

Algarve meeting, 2011

Page 60: Main beam representation in non-regular arrays

Error w/o MC

Algarve meeting, 2011

Page 61: Main beam representation in non-regular arrays

Error after pattern projection

Only 1 pattern used here (pattern of “primary”)Algarve meeting, 2011

Page 62: Main beam representation in non-regular arrays

l =0.0

Algarve meeting, 2011

Page 63: Main beam representation in non-regular arrays

l =0.1

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Page 64: Main beam representation in non-regular arrays

l =0.2

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Page 65: Main beam representation in non-regular arrays

l =0.3

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l =0.4

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l =0.5

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l =0.6

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Page 69: Main beam representation in non-regular arrays

Variation of maximum

Real Imaginary

Algarve meeting, 2011

Page 70: Main beam representation in non-regular arrays

Conclusion

• Representation based on array factorization• Projection of patterns of MBF on 1 or 2 of them• Representation of array factors with functions use for

apertures (done here with 1 array factor)• Array factor slowly varying when shifted upon

scanning

(to be confirmed with more elements and other elt types)

Algarve meeting, 2011