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Andreas Horneffer (Using Material from J. Anderson and M. Kuniyoshi) Beamforming (and LOFAR)

Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

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Page 1: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

Andreas Horneffer

(Using Material from J. Anderson and M. Kuniyoshi)

Beamforming(and LOFAR)

Page 2: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

2

Effective collecting

area A(ν,θ,φ) m2

On-axis response A0 = ηηηηAηηηη = aperture efficiency

Normalized pattern(primary beam)A(ν,θ,φ) = A(ν,θ,φ)/A0

Beam solid angle ΩA= ∫∫ A(ν,θ,φ) dΩ

all sky

A0 ΩA = λλλλ2 λλλλ = wavelength, νννν = frequency

Basic Antenna Parameters

Page 3: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

3

f(u,v) = aperture field distribution

u,v = aperture coordinates

(in wavelengths)

F(l,m) = far-field voltage pattern

l = sinθcosφ , m = sinθsinφ

, = (, ) exp 2( + )

, = F(l,m)exp −2( + )

Aperture-Beam Fourier

Transform Relationship

Page 4: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

4

Pointing a Dish Antenna

Page 5: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

5

Pointing Antenna Arrays?

Beamforming means “pointing” an antenna array

And shaping the beam

In short: by giving each antenna the right delay and weigth,

and then adding the signals.

Page 6: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

6

Pointing Antenna Arrays?

Beamforming means “pointing” an antenna array

And shaping the beam

In short: by giving each antenna the right delay and weigth,

and then adding the signals.

Page 7: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

7

generator

Beam pattern

The Principle of

Beamforming

Note: Antenna patterns are the same when transmitting or

receiving. Thus receiving works the same as the transmitting

case shown here.

Page 8: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

8

generator

Beam pattern

The Principle of

Beamforming

Note: Antenna patterns are the same when transmitting or

receiving. Thus receiving works the same as the transmitting

case shown here.

Page 9: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

9

a b

The coaxial cables have the same length.

Beam pattern

generator

The Principle of

Beamforming

Page 10: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

10

a b

same phase same phase

Beam pattern

generator

The coaxial cables have the same length.

The Principle of

Beamforming

Page 11: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

11

a b

Beam pattern

θ

generator

The coaxial cables have the same length.

The Principle of

Beamforming

Page 12: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

12

a b

Beam pattern

θ

generator

The coaxial cables have the same length.

The Principle of

Beamforming

Page 13: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

13

a b

generator

The coaxial cables have the same length.

The Principle of

Beamforming

same phase

different

phaseResulting beam pattern

Page 14: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

14

a b

generator

added cables

a sinθ

(a+b)sinθ

θ

The coaxial cables have the same length.

The Principle of

Beamforming

Page 15: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

15

a b

coaxial cablegenerator

asinθ

(a+b)sinθ

θ

θ

The Principle of

Beamforming

Page 16: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

16

a b

coaxial cable

generator

a sinθ(a+b)sinθ

θ

θ

different phase

The Principle of

Beamforming

Page 17: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

17

a b

coaxial cable

generator

a sinθ

(a+b)sinθ

θ

The Principle of

Beamforming

same phase

differentphase

Resulting beam pattern

Page 18: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

18

ab

generator

asinθ

(a+b)sinθ

θ

The Principle of

Beamforming

Page 19: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

19

ab

generator

asinθ

(a+b)sinθ

θ

The Principle of

Beamformingsame phase

different phase

Resulting beam pattern

Page 20: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

20

Digital Beamforming

A shift in time is a multiplication with a phase gradient in frequency(Fourier shift theorem)

If ∆ν is small then the phase gradient is a phase factor

0θie

ADC

ADC ADC ADC

To other

beam

former

S0(t)

1θie 2θi

e 3θie

S1(t) S2(t) S3(t)

Page 21: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

21

LOFAR High Band Antennas

http://www.astron.nl/~devoscm/rd-wiki/doku.php?id=report_projects_2008

(ASTRON)

Page 22: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

22

HBA Tiles

Dipole Beam

generator

Page 23: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

23

HBA Tiles

Tile Beam

generator

Page 24: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

24

generator

Added cable

HBA Tiles

Station Beam 1

Page 25: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

25

generator

Added cable

HBA Tiles

Station Beam 2

Station beam outside the tile Beam

Page 26: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

26

Single- and Double-Slit

Experiment

Images from

Wikipedia

You see the main pattern from

the single slit

In the double slit experiment

the brightness of the double-

slit maxima is modulated with

the single-lit pattern

See same effect when

forming a station beam within

a tile-beam

Page 27: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

27

LOFAR Tile Beamformer

1) Delay Lines on Frontend Boards5 bit (32 steps); 0.5 ns resolution

2) Analog signal Addition +

Page 28: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

28

LOFAR Station Beamformer

Remote Station Processing board

1) Polyphase Filterbank

3) Add to data on ring

+

Page 29: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

29

HBA Multi-Beaming

Only one tile beam!

Can point several stations beams within the tile

beam.

Can point station beam outside the tile beam, but

with reduced sensitivity.

Page 30: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

30

a b

θ

generator

Grating Lobes

Intended Direction

Grating Lobe Direction

Page 31: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

31

Grating Interferometer

with Isotropic Sources

d d d d d d

Beam pattern

(sphere: Isotropic)

Array of n isotropic sources of equal amplitude E and spacing d 0

Page 32: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

32

d

λ

nd

λ2

nd

λ

d

λ

d

λ

d

λ

Grating Interferometer

with isotropic sources

Page 33: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

33

Grating Interferometer

with Dipoles

Array of the same spacing

Page 34: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

34

Pseudorandom Spacing

Array of pseudorandom spacing

Page 35: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

35

L. Kogan

Grating vs Pseudorandom

Page 36: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

36

Crab Nebula

regular HBA

spacing creates

grating lobes

Position of grating

lobes changes

with frequency

by S. ter Veen

Page 37: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

37

Grating Lobes in

LOFAR Visibilities

Two Baselines

One of the stations of the second baseline had a grating-

lobe on a strong source.

Page 38: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

38

20MHz

Station Primary Beam

That’s actually a LWA simulation.

Page 39: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

39

Asymmetric Station Beam

The ratio of the HPBW of down side to up side

That’s actually a LWA simulation.

Page 40: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

40

H = -100d (-6.7h)

Dec = 40.7d

El = +14.1d

Pointing error

(0,0)

(0,0)

Pointing error

Page 41: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

41

H = -80d (-5.3h)

Dec = 40.7d

El = +27.7d

Pointing error

(0,0)

(0,0)

Pointing error

Page 42: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

42

H = -60d (-4h)

Dec = 40.7d

El = +42.3d

Pointing error

(0,0)

(0,0)

Pointing error

Page 43: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

43

Pointing error

Pointing error as a function of elevation angle (degree).

Pointing error antenna reception patterns

20MHz

Poin

ting e

rror

(degre

e)

0

5

10

15

20

0 10 20 30 40 50 60 70 80 90

Elevation (degree)20MHz 50MHz 80MHz

That’s actually a LWA simulation.

Page 44: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

44

South

Ea

st

Shaping the Beam

Shape the beam by giving different weights to the

elements

In this case: get a circular beam at all elevations

That’s actually a LWA simulation.

Page 45: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

45That’s actually a LWA simulation.

South

Ea

st

Shaping the Beam

Shape the beam by giving different weights to the

elements

In this case: get a circular beam at all elevations

Page 46: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

46That’s actually a LWA simulation.

South

Ea

st

Shaping the Beam

Disadvantage: loose a lot of sensitivity!

Page 47: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

47

The End!

Page 48: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

48

Parallactic angle

Beam Rotation on the Sky

Page 49: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

49

Primary Beam Shape

ππππDl

Antenna Performance

Parameters

Page 50: Beamforming - Universität Bielefeld · PDF fileBeam pattern The Principle of Beamforming Note: Antenna patterns are the same when transmitting or receiving. ... Parallactic angle

50

Pointing Accuracy∆θ = rms pointing error

∆θ

θ3dB

Primary beam A(θ)

Antenna Performance

Parameters