an rfi mitigation strategy for the allen telescope array geoffrey c. bower uc berkeley

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An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

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Page 1: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

An RFI Mitigation Strategy for the Allen Telescope Array

Geoffrey C. Bower

UC Berkeley

Page 2: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

The Allen Telescope Array

350 element interferometer

6.1 m offset Gregorians 0.5-11.2 GHz Science goals

– SETI– HI survey machine– Transient radio sources

Page 3: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

Strategy Overview

Know the enemy Put many arrows in the quiver

– No Magic Bullets

Exploit large N capability Implement at all levels

Page 4: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

Available Tools

Modeling of environment Measurement Real time strategies

Page 5: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

RFI Modeling: Hat Creek Terrain

Page 6: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

RFI Modeling: Free Space

3 x 3 degree region centered at Hat Creek Contours of path loss Visualyse simulation

Page 7: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

RFI Modeling: ITU-R P.526

Model includes topography, diffraction, tropospheric scatter, ducting/layer reflection, fade

Future modeling: frequency, scale, model parameters, Longley-Rice

Page 8: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

RFI Monitor

Simple design– Discone antenna– Broadband amp– Spectrum analyzer– Linux PC on ‘net

0.1 to 10 GHz– 0.3 to 3 GHz currently

Isotropic sensitivity

Page 9: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

… (One of) the Enemies is Us

Page 10: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

Is Glonass Present at 1612 MHz?

Page 11: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

Tracking Glonass

Page 12: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

…The Enemy is Us, Part 2

Page 13: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

And Tracking GPS

Page 14: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

Aircraft DME

Page 15: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

RFI Sources Detected at Hat Creek

Self-interference Satellites --- GPS, Iridium, DARS Aircraft Radar TV, cell phone, pager Microwave ovens

Page 16: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

Real Time RFI Mitigation

Monitoring Artificial horizons around known interferers

Time Blanking Adaptive canceling Interferometric Nulling Postcorrelation Analysis

Page 17: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

Time Blanking: Radar

Page 18: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

Time Blanking: DME

Page 19: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

Time Blanking Implementation

Done in backends Correlator will have

– 100 sec precision– External & Internal Triggers– Channel, Antenna Configuration Undetermined

Page 20: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

Adaptive Canceling

Page 21: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

Rapid Prototyping Array

Page 22: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

Cancellation of Glonass

Page 23: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

Cancellation of GPS

Page 24: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

ATA Implementation of Canceling

Multiple reference antennas (~10) Correlator/black box operating on phased-

array signal Wiener or LMS solutions

Page 25: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

Interferometric Nulling: Two Slits

Page 26: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

Interferometric Nulling

Page 27: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

Nulls with the ATA

Page 28: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

Muliple Nulls

Page 29: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

Nulls in Frequency Space

Page 30: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

The Wages of Nulling

Requires large-N to be effective

Loss in SNR with number of nulls

Must be able to update complex gains at ~100 Hz

Matrix inversion is computationally expensive

Page 31: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

Postcorrelation Analysis

Examine output of correlator/visibility matrix ~100 element PC cluster Data rate:

– 350x349/2– 4 Stokes– 1024 Channels– 16 bit– 100 Hz sampling

400 Gbits/sec: too much!

Page 32: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

How to Use the Tools

Blanking– Radar, Aircraft, intermittent signals

Adaptive Canceling– Reference antenna(s) on transmitter

Interferometric Nulling– Predictable trajectories: satellites, fixed transmitters

Postcorrelation Analysis– Broadly adaptable

Page 33: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley

Future Steps

Algorithm development More modeling of environment Implement canceller, external blanker Angle of arrival methods

Page 34: An RFI Mitigation Strategy for the Allen Telescope Array Geoffrey C. Bower UC Berkeley