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Dealing with Radio Interference Axel Jessner, MPfR Effelsberg [email protected] Links: Links: www.craf.eu www.astron.nl/rfi/

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Page 1: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

Dealing with Radio Interference

Axel Jessner, MPfR Effelsberg

[email protected]

Links:

Links: www.craf.euLinks: www.craf.eu

www.astron.nl/rfi/

Page 2: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

What is Radio Interference and What Causes it?

(Jim Cohen, 2005)

Radio interference is a signal

of human origin which is

detected in a radio astronomical

observation

(Jim Cohen, 2005)

external:

TV, Radar, Satellites,

Data Processing, Electronics

internal:

oscillations, intermods,

harmonics, receiver noise

Page 3: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

Antenna Gain is different for Astronomy and for RFI

G beam

A eff

A iso

.η A geo

λ2

.4 π,,X Y Z

=( ).21 cm

2

3.509 103

m2

Effelsberg 21cm:Main beam

=..0.54 π ( ).50 m2

4.241 103

m2

isotropic antenna:

=.4 π

3.509 10 m

dBi=G beam 1.209 106 =.10 log G beam 60.823

Average Antenna gain for RFI is Grfi ~ 1

or 0 dBi (isotropic antenna)

Off-beam gain: G=32-25log (φ) dBi for 1°<φ<47.8°ITU-R S. 1428 G= -10 dBi for 47.8°<φ<180°

Page 4: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

…But not when the antenna points at the interferer!

Page 5: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

Detrimental thresholds for total power observations

240

220

200

180

SP

FD

[d

BW

/(m

^2.H

z)]

1 Jy

ITU-R RA 769

10% increase

in flux errors

0.01 0.1 1 10 100 1 .103

260

240

Frequency GHz

black, continuum; red, spectral line

RA Handbook Fig. 4.1 (p. 36)

(Thompson,2005)

1 Jy

Skf T T

c fH

A R=

+0 4 2

2

. ( )π

τ∆

τ = 2000 s!

I/N =0.1

Page 6: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

The worst case: Destructive Interference

Cloudsat (since 2004): 5 satellites, downward pointing radar

94.05 GHz,

height 705 km,

peak power 1800 W,

antenna gain 63 dBi

peak E.I.R.P. > 109 W

50 mW into main Beam for ALMA

(ALMA Memo 504)

fortunately probability low ≈ 10-7 per site illuminationneeds zenit pointing Antenna & Satellite passing directly overhead

EESS (new terrain radar sat): 9.6 ± 0.3 GHz

peak power 2500 W

pulse duration 70 µs

antenna gain 47 dBi

0.275 W for Effelsberg RX

lethal for 8.35 & 10.6 GHz

Probability: ≈ 10-3 per illumination !

Airborne mil. Radar on 3.3 GHz:

Thermal effects seen in Effelsberg at 2.7 GHz!

Page 7: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

Intermodulation Products - 1

1. No real amplifier is linear

2. two sinewaves generate many IM products in a non-linear amplifier

(Jim Cohen, 2005)

output

power

IIP3Intercept Diagram

3rd order

Higher order intermods grow even faster

input power

S 3.3 S 1

.2 IIP3

Page 8: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

Intermodulation Products - 2

<S 1

S 769( )f .2 IIP3

Expected at

f2 - 2 δf

Limit:

<S 13

(E.N. Watson, 1987)

Example: 1.612 GHz

Spectroscopy: S769

=-190 dBm with a typical -25 dBm IIP3 .

=> -80dBm

a 100 W GSM station 10 km away will provide -67 dBm !

Page 9: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

Intermodulation Products - 3

Intermodulation may also occur in numerical processing!

2 4 6 8 10 12 14 16 18 2040

30

20

10

0

10

20

30

40

50

60

dB

FFT Spectrum of a pure 5 kHz sinusoid

plus a weak 2.5 kHz signal sampled

with 44ksamples/s and 16 bit resolution.

An 8 byte real fft was used for the

computation. 2 4 6 8 10 12 14 16 18 20

frequency (kHz)

computation.

2 4 6 8 10 12 14 16 18 2040

30

20

10

0

10

20

30

40

50

60

frequency (kHz)

dB

The same signal sampled at the same rate

but processed with a four byte real fft.

Digital systems are inherently non-linear:

take care to operate them with sufficient margins!

Page 10: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

All RFI is undesirable, but some is legitimate!

1

10

100

1 103

Sky Brightness Temperature

T (

K)

Radio astronomy has exclusive use of only 0.7% of the spectrum below 30 GHz (green).

Radio astronomy shares most of the other bands (blue) with other services.

2% Data loss caused by another service is considered tolerable by the authorities

Many observations have to be outside allocated bands

ITU-R RA 314: ‘...that administrations be asked to provide assistance for spectral line

observations outside allocated bands...’

1 108

1 109

1 1010

1 1011

0.1

frequency (Hz)

Page 11: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

101

Effelsberg 6/9/2008 14:1:17 mjd = 54715.5842263456430

Bandpass at 21 cm

Radar 1257 MHz

Satellite DAB1488-1491 MHz

1.3 1.35 1.4 1.45 1.5

100

frequency (GHz)

spe

ctra

l pow

er

mil. fixed link 1.440 GHz

Page 12: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

The enemy within

Computers, networks, correlators, modern electronics, …

PCs at 1420 MHz Shielded box 40dB

(Jim Cohen, Jodrell Bank, 2005)

No operation of any unshielded high performance electronics

on the Telescope site!

Page 13: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

The Effelsberg Active Subreflector

bins

pul

se n

um

ber

SCAN 5910 TPA f=1.410 GHz ∆f=80 MHz 24/ 7/2007 07:41:34. UT

100 200 300 400 500 600 700 800 900 1000

50

100

150

200

250

300

350

400

450

500

550

1

2

3

4

5

6

x 104

on0.4 Jy @ 1.41 GHz

p=24 ms,

w= 320 µs

ca. -95dBm

emitted

500 msbins

bins

pul

se n

um

ber

SCAN 5916 TPA f=1.410 GHz ∆f=80 MHz 24/ 7/2007 11:11:14. UT

100 200 300 400 500 600 700 800 900 1000

50

100

150

200

250

300

350

400

450

500

550

1

2

3

4

5

6

x 104

off

0.1 Jy @ 2.7 GHz

∆∆∆∆Tsys< 10% but PSR Timing Precision was degraded!

Page 14: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

ASTRA-1D ( 10.6-10.7 GHz )

International primary allocation 10.6-10.7 GHz , 10.68-10.7 GHz ‚no emissions permitted‘!

ASTRA 1D Satellite lauched 1995, operates on 10.714 GHz with bandwidth 26 MHz.

���� exceeds ITU-R RA 769 limit by a factor of 10000!

3C84 with 20.5 Jy at 10 GHz

field 30‘x12‘

before launch of ASTRA-1D

Same source, 10° offset from ASTRA-1D

undetectable!

Sky blockage!Unsucessful against Luxembourg operator!

End of life in 2007 => 31°°°° E over Turkey

(ITU Handbook for Radioastronomy, 2003)

Page 15: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

18 cm Band: GLONASS und IRIDIUM (Strong government interests involved here!)

OH-Line at 1610.6-1613.8 MHz, protected radioastronomy band for spectroscopy

==> planetary nebulae,

stellar winds,

final stages of stellar evolution.

GLONASS Satellites (Russian navigation system)

with bad suppression of spurious emissions

Agreement after protracted negociations by CRAF:

Lowering of operational frequency for GLONASS

to <1605.4 MHz,

Better filters on future satellites. Better filters on future satellites.

The situation has improved!

06.03.2006 20:15 UT Effelsberg Centre frequency 1612 MHz.

GLONASS at –3 MHz (1609) and massive narrow line RFI.

Iridium: 66 Satellites, US-Satphone for remote

operations.

Strong and time-variable spurious emissions in

RA band, seen by every one.

Iridium denied this

‚no reports of interference‘

and used legal tricks to procrastinate!

Page 16: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

IRIDIUM Interference in Effelsberg - 1

FFTS Observation 2991 on

13.03.2007.

normal fswitch mode,

time resolution 0.5 s

(single phases plotted)

FFTS input level too high

(10dB) creating local IM

dB(Wm-2 Hz-1)

(10dB) creating local IM

artefacts that move in

sky-frequency

weak GLONASS at 1608,

outside the alloc. Band.FFTS centre channel artefact

Time variable primary

Iridium signal

A spectrogram can help to identify RFI and its sources.

Page 17: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

IRIDIUM Interference in Effelsberg - 2

1610.5 1611 1611.5 1612 1612.5 1613 1613.5 1614-184

-183.95

-183.9

-183.85

-183.8

-183.75

-183.7

-183.65

MHz

spf

d in d

B(W

m-2

Hz-1

)

30 second FFTS fswitch Observation

∆f = 0.5 MHz

=.10 log 10

183.7

1010

183.8

10200.128 dBWm-2Hz-1

0

-183.4

0 -155

SCAN 3883 TPB 22-MAR-2007 12:58:37.2 UT

too strong by a factor of 1000!

MHz

seco

nds

1611 1611.5 1612 1612.5 1613 1613.5

5

10

15

20

25

30

35 -183.9

-183.8

-183.7

-183.6

-183.5

-183.4

MHzse

conds

1618 1618.5 1619 1619.5 1620 1620.5 1621 1621.5 1622 1622.5 1623

5

10

15

20

25

30

35-185

-180

-175

-170

-165

-160

observed main frequencies:

1.61825 & 1.62025 GHz, IM seen at =f 1.3 δf 1.61225 GHz

f1-3df =4f1-3f2 is a 4+3=7-th order IM product !

IRIDIUM conjectured that these are receiver intermods!

Page 18: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

IRIDIUM Interference in Effelsberg - 3

250 200 150 100 50 0300

200

100

0

Receiver Intercept Diagram

Receiver Input Power (dBm)

Car

rier

an

d I

M p

ow

er (

dB

m)

P 0

P rfi

IIP 3P max

primary signal was too weak (by >120 dB!) to cause local IM effects

=> IM from TX!

IIP(3)=-25dBm,- typical value

-158 dBm interference line at 1.6225 GHz (Prfi)

-304 dBm = 3· Pmax - 2·IIP(3) expected from receiver

-118 dBm primary carriers (Pmax )

40 20 0 20 40

40

20

0

20

IRIDIUM Intercept Diagram

E.I.R.P. (dBW)

fun

dam

enta

l an

d I

M p

ow

er (

dB

W)

P 769

P m

IP( )7P eirp

Estimate of ‘Secret’ Transmitter IM Characteristics:

Free space path loss for d=1500 km distance of satellite to Effelsberg given by

92.5+20log(f/GHz)+20log(d/km) = 160 => -118+160-30 = 12 dB(W)

public IRIDIUM specs: 11 dB(W)

Interfering power in band -158+160 = -27 dB(W)

IP( )m

.m P eirp P m

m 1With we get IP(7)= 19dB(W)

Proof of interference by 7th order IM from the IRIDIUM satellites!

Not disputed by IRIDIUM!

Page 19: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

IRIDIUM Interference in Effelsberg - 4

Iridium now admits causing RFI,- but insignificant (<2% in any particular channel),

Astronomers see > 18% of all spectra contaminated with lines of varying frequencies, but

sensitivity is low (20-30 dB above protection limit), because telescope cannot track LEO satellites.

Astronomers were invited by ECC committee to measure emissions using the Leeheim satellite

station which can track IRIDIUM satellites:

MPIFR AFFTS 2010-02-25T12:37:48.6012GPS 0

100

200

2

2.5x 10

4MPIFR AFFTS 2010-02-25T12:37:48.6012GPS

frequency [MHz]

tim

e [

s]

Spectral Power Flux Density [Jy]

1611 1611.5 1612 1612.5 1613 1613.5

300

400

500

600

700

800

0 1 2 3 4 5

x 105

1610.5 1611 1611.5 1612 1612.5 1613 1613.5 16140

0.5

1

1.5

2

frequency [MHz]

Spe

ctr

al

Po

wer

Flu

x D

en

sity [

Jy]

ITU-R RA 769 threshold = 435.7561 Jy

exceeded in 304 of 525 channels

> 60% of the band is contaminated by rfi from IRIDIUM during each satellite transit.

2010: ECC Report & Order for new satellites placed by IRIDIUM

Page 20: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

UHF Channel 38 (608-614 MHz)

Allocated frequency shared by radio astronomy with TV-broadcasting.

5.149: Administrations are requested ‚to take all practicable steps‘

to protect radio astronomy from interference.

Spectrum 607-615 MHz, from 29/11/2006 with

ESMC surveillance receiver in Effelsberg.

Peak fluxes 1013 Jy

Escape to 830 & 860 MHz

(unused channels reserved for military comm.)

This observations on 800 - 900 MHz have become impossible because of strong RFI!

TV channels have been reallocated for DVB-T,

very good co-operation with BNetzA on channel 38

Page 21: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

UHF Channel 38 today

0.6 0.602 0.604 0.606 0.608 0.61 0.612 0.614 0.616

100

101

102

Effelsberg 29/7/2008 18:37:55 mjd = 54676.7763407616880

frequency (GHz)

spectral pow

er

fc=608 MHz

BW = 8 MHz

Tsys= 230 K

600

800

1000

1200EBPP scan 33759 1937+21 609.75 MHz

<S>=31±0.68 mJy

rfi from TV present, but

mainly on adjacent bands

=> needs better IF filters

4th- harmonic from

H-Maser dissociator

=> better shielding needed

some illegal pulsed rfi

=> identify & eliminate

tint = 600 s

0 1 2 3 4 5 6-200

-150

-100

-50

0

50

100

150

200

250

mJy

ms

EBPP scan 33753 1012+53 609.5625 MHz

<S>=15.1±0.23 mJy

0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6-400

-200

0

200

400

600

mJy

ms

A useful band for PSR timing, but small BW requires longer tint.

Sky frequency (GHz)

tim

e (

µs)

Effelsberg 29/7/2008 18:37:55 mjd = 54676.7763407616880

0.6 0.605 0.61 0.615 0.62 0.625

6050

6100

6150

6200

6250

6300

6350

5

10

15

20

25

30

35

40 p=1.212 s,

0.475 s,

0.732 s

Page 22: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

WRC 1959 Allocations of exclusive bands to radio astronomy and protection criteria (RR 5.340,

5.149, ITU-R 769) secured by international law, executed by national administrations.

ITU – RR 5.340: ‚No emissions are permitted on the following Bands:

1.4, 2.7, 10.7, 15.4, 23.6, 31.3 … GHz‘

Continuous process at ITU/WRC/ECC by IUCAF, CRAF/CORF/RAFCAP to secure clean frequency

bands for RA.

But:

too few and too narrow bands for modern radio astronomy

Counter Strategies - Protection

too few and too narrow bands for modern radio astronomy

too many committees and technical studies, difficult and slow progress to counter

pressure from industry and some governments to ‘release’ protected bands.

+ current fashion of spectrum liberalization and frequency auctions

=> RA is under constant scrutiny: Frequency resources are valuable,-

How more valuable (than entertainment) is radio astronomy for society?

EC Spectrum Policy Group Report #6 on scientific use of Spectrum (2006)

ITU Report ‚Essential role of Observations‘ (2010)

Page 23: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

Counter Strategies - Avoidance

Separation and Topography can provide good shielding

100

150

200

250Path Loss at 2.7 GHz

Att

enu

atio

n (

dB

)

d hor

Troposcatter

Diffraction

Free Space1 10 100 1 10

350

distance RX - TX (km)

Free Space

+ Improves with frequency !

-Not so effective against air- and space-borne rfi

- needs admin. Recognition and protection

In force for Greenbank, SKA (AUS, South Africa), ALMA,

But impossible in EU

Page 24: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

Counter Strategies - Cancellation

1. Characterize RFI

2. Subtract it from the signal

(Kesteven, RFI2010 Groningen)

+ Works well for modest I/N

+ adapts to changes in refence signal

- < 10-20 dB improvement

-No multiple interferers per band

- increases noise temperature when rfi is

present,- signal degradation

Page 25: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

Counter Strategies - SDR

SDR = Software Defined Radio (adaptive receivers)

1. Detect and mark (flag) rfi in time and frequency

domains

2. Remove (excise) rfi from data. on-line & off-line

Successful: LOFAR, Bonn HI survey

Basis of observer‘s off-line rfi removal, can be automated.

- Step 1. needs knowledge about possible rfi:

=> statistical description for automation

- difficult for i.e. TDMA signals and

- for the separation of low level rfi from weak sources

- Step 2. can become tedious, or involve high processing

loads and dedicated hardware.

- Unavoidable loss of ∆f·∆t => increase of observation

time, loss of transient features

(Fridman, RFI2010 Groningen)

1. Protect

2. Avoid

3. Adapt

Page 26: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

High T superconducting filters

-55

-50

Original filter

• High Q: low loss, so can go in front of low noise amplifier

• Compact: high εr (23.6 for LaAlO3), novel resonator designs

• Tcrit ~ 70K, can fit in a normal dewar

University of Birmingham and Jodrell Bank Observatory

UHF Chan. 38, the technical solution

-100

-95

-90

-85

-80

-75

-70

-65

-60

600 605 610 615 620

Frequency (MHz)

Po

wer

(dB

m)

Original filter

HTS filter

TV signal

TV signal

Zhou J., Lancaster M.J., Huang F.,

Roddis N., Glynn D., 2005

Page 27: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

June 20, 2008:

3.2 Currently RSA bands are non-tradable;

however it is Ofcom’s intention to extend the market mechanism to radio astronomy by

making selected RSA bands tradable. We are currently consulting on proposals

to allow it to be traded.

RA bands taken away („released spectrum“) in UK:

38 MHz, 80 MHz, 150 MHz, 1.664 GHz, 10.7 GHz, 31.5 GHz

How Effective are

Technical Solutions ?

Protection of radio astronomy (in UK to 2012; internationally before and after 2012)

To prevent interference to UK radio astronomy in channel 38, the winner(s) of spectrum

in channels 37, 38 and 39 will be subject to TLCs which will prevent transmissions within

defined geographical areas up to 2012.

To prevent interference to international radio astronomy, the winner of spectrum

in channel 38 will be subject to emission limits such that the spectrum will mainly

be suitable for low power services (although potentially for high power services

in the future if international restrictions on emissions were eased).

Standard TLCs will be awarded to the winners of spectrum in channels 37 and 39

but network deployments in these channels is likely to be constrained in order to

limit the emissions made outside UK borders. (http://www.ofcom.org.uk/consult/condocs/clearedaward/clearedaward/)

Page 28: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

The World Wide Trend

Effective spectrum use in

urban areas as desired by

industry and governments

(Kesteven, RFI2010 Groningen)

Low active spectrum use as

needed by radio astronomy

Page 29: Dealing with RFI - Max Planck SocietyAll RFI is undesirable, but some is legitimate! 1 10 100 1 10 3 Sky Brightness Temperature T (K) Radio astronomy has exclusive use of only 0.7%

Observers:

1. Expect to encounter RFI (visible and invisible)

2. recognize and understand it

3. document it: Time, Frequency, Jy (calibrated values!)

4. don‘t despair, but notify and seek advice!

Engineers:

1. Receivers need low Tsys and high IIP3 at the same time!

2. ensure a RFI clean telescope site,

Concluding Remarks

sys 3

2. ensure a RFI clean telescope site,

do not operate unshielded high performance electronics there.

3. any emission you can detect in the lab is lethal for observations.

4. Employ mitigation techniques to clean up what cannot be avoided

Everyone:

1. Cooperate with colleagues and obtain support from regulators!

2. Don‘t rely on technical fixes and don‘t boast about them.

=> Demands for weaker protection will be the consequence.

3. Be alert, ideological fashions and trends can be destructive.