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SMARTnet –Results of Test
Campaigns
Hauke Fiedler, Thomas Schildknecht, Martin Weigel, Michael
Meinel, Rolf Hempel, Johannes Herzog, Marcel Prohaska, Martin
Ploner, Jan Siminski
www.DLR.de • Folie 1
Processed Conjunctions
2012 2013 2014
Satellite Altitude CSM CAM CSM CAM CSM/CDM CAM
TSX/TDX
(excl.tdtx)
510 16 2 2222
(1560)
0 7366
(4237)
4
GRACE-1 460 (-400) 1 0 0 0 0 0
GRACE-2 460 (-400) 1 0 2 0 0 0
BIR 510 (-480) 8 0 0 0 10 0
TET 500 (-460) 3 0 1 0 0 0
SBW-1
(excl.ctrl)
GEO 35
(6)
1 19
(6)
0 110
(8)
0
SBW-2
(excl.ctrl)
GEO 59
(0)
0 135
(2)
0 224
(6)
0
- CSM generation thresholds for TSX/TDX were enlarged August 2013
- Message format was changed to CDM in May 2014
www.DLR.de • Folie 2
 Precise orbit information of (all) objects required
 Sensors for: LEO (expansive) – GEO (not so expansive)
www.DLR.de • Folie 3
10.02.2009Motivation: Operational Collision Avoidance at GSOC
TerraSAR-X (2007-) / TanDEM-X (2010-)
- Controlled against a reference orbit inside a tube of 250 m radius
- Flying in a close formation with the relative distance < 500 m
- 510 km altitude
Conjunction on 2014/03/03
SMARTnet
Optical Network for Monitoring
Geostationary Orbits
www.DLR.de • Folie 4
Global network for monitoring the geostationary ring
• Theory: complete coverage with 3 locations
• Northern / southern hemisphere for compensating
seasonal variations  6 locations
• Telerobotical operation
• Close cooperation with AIUB / ZIMsmart-telescope
• Optimized scheduler for all telescopes
SMART-01:
• Mounting with 2 telescopes
Ø50cm, 0.7° FOV, 0.6“/Pixel
Ø20cm, 2.0° FOV, 1.8“/Pixel
• Sutherland Observatory, South Africa
Motivation: Operational Collision Avoidance in GEO
www.DLR.de • Folie 5
Global network for monitoring the geostationary ring
• Theory: complete coverage with 3 locations
• Northern / southern hemisphere for compensating
seasonal variations  6 locations
• Telerobotical operation
• Close cooperation with AIUB / ZIMsmart-telescope
• Optimized scheduler for all telescopes
SMART-01:
• Mounting with 2 telescopes
Ø50cm, 0.7° FOV, 0.6“/Pixel
Ø20cm, 2.0° FOV, 1.8“/Pixel
• Sutherland Observatory, South Africa
Motivation: Operational Collision Avoidance in GEO
www.DLR.de • Folie 6
Sutherland
Zimmerwald
---- Sunset
 Sunrise
Integrated Obs-Time:
Average > 11.5h!
Motivation: Operational Collision Avoidance in GEO
www.DLR.de • Folie 7
Coverage: - 32% of geostationary ring
- 61% of active satellites
Coverage: - 83% of geostationary ring
- 89% of active satellites
Coverage: - 100% of geostationary ring
- 100% of active satellites
Status
• Mounting, 50cm telescope
and CCD camera tested
• Serveral nights
• Objects down to 18.5mag
detected
• First 2 nights:
• Long test run: May – June
o 46 COSPAR Objects
o 14 AIUB Objects
o 10 unknown objects
Geostationary object
Tracklet: Epoch + RA / DEC from image
SMARTnet: Test Campaign at Zimmerwald
www.DLR.de • Folie 8
Object Identification with Optical Measurements
Least squares fit
New measurement type:
Attributable
www.DLR.de • Folie 9
Loss function L
Optimisation Lambert-Solution
www.DLR.de • Folie 10
Object Identification with Optical Measurements
• Separation of real / false tracklets above threshold of loss function (chi-
squared distribution)
• Filter rate depends on accuracy, time difference, survey strategy, …
Object Correlation
www.DLR.de • Folie 11
Maximum
161m
84m
78m
74m
71m
64m
www.DLR.de • Folie 12
Residuals to GPS Reference Orbit
New focusser, telescope fully collimated
 Improvement: schedule observations for orbit refinement
Results: GEO Cluster (Eutelsat Hotbird 13B, 13C, 13D)
• 111 Tracklets of two nights
(Sep. 25/26, 26/27)
• TLE orbits lead to erroneous
correlation (06032A?)
• Iterative process: correlation,
orbit determination,
correlation…
• Residuals orbit determination
06032A RMS α=0.25“ δ=0.35“
08065A RMS α=0.30“ δ=0.34“
09008B RMS α=0.29“ δ=0.34“
• Final solution after 3rd iteration
with correlation of all tracklets
www.DLR.de • Folie 13
• Hardware and software components are tested
o Astrometric accuracy better than expected
o Limiting magnitude of telescope estimated
o Detection of unknown objects
o Identification of known objects
o Orbit determination with very small deviation to reference orbit
• Foundations in South Africa are planned this month
• Final end-to-test in Zimmerwald / Switzerland: Scheduling,
observing, pre-processing, transferring data to GSOC, cataloguing
at GSOC with BACARDI in autonomous mode
• Start of operations: end of 2015
Results
www.DLR.de • Folie 14
What is BACARDI?
BACARDI
Backbone Catalogue of Relational
Debris Information
Visit of Paul Cefola, / 09. October 2012
www.DLR.de • Folie 15
Science and Research
• Data bank of up to 1.000.000 objects
• HPC for object correlation, orbit determination,
propagation, object identification and detection
of manoeuvres and fragmentations
Mission Support
• Orbit information, collision prediction, re-entry prediction
Objective
• Data bank with preferably high completeness
and high accuracy
• Primary source: sensor data and operator data
• Secondary source: externally generated
ephemerides
BACARDI: Backbone Catalogue of Relational Debris
Information
www.DLR.de • Folie 16
Network of sensors
Prozessors
Interfaces
Tracking Radar Surveillance Radar Laser Tracking TelescopesSpace Based
External Data
Orbit information Object properties User Sensor schedulerSolar activity
Data bank
• Sensor data
• Correlation
• Catalogue objects and candidates
• Ephemerides incl. covariance
• Maneuver planned / executed
• Meta- and log data
• Data policy
• Object correlation
• Orbit determination
• Orbit propagation
• Maneuver detection
• Fragmentation detection
• Prediction of collisions
• Re-Entry prediction
BACARDI
BACARDI Overview
www.DLR.de • Folie 17
(provenance data)
BACARDI: Internal Nodes
www.DLR.de • Folie 18
SensorOrganisation
Observation
Observation Error
Correction of Observations
Sensor Error Statistic
Object
TLE
Osculating
Elements
Ephemeris
DSST
Orbit
TLE Error Statistic
Manoeuvre
Satellite Launch
Fragmentation
Re-Entry
CA (Close
Approach)
Orbit Propagation
Orbit Modelling
Space Weather
Time & Coordinate
System
Orbit Determination
CA Analysis /
Warning
CA Detection
CA Threshold
Correlation
Features
• Definable roles for each user
• Each individual datum might has its own data policy
• Possibility of a distributed system
• Data Provenance: Provenance is information about entities, activities,
and people involved in producing a piece of data or thing, which can
be used to form assessments about its quality, reliability or
trustworthiness.
o Backtracking of each produced product (ephemerides, state
vectors, correlated objects, …)
o Reproducibility of products and data generated
BACARDI
www.DLR.de • Folie 19
Conclusions
www.DLR.de • Folie 20
• Collision analyses cost manpower, maneuver costs mission
time
• Precise orbit information essential (ephemeris - including
covariance - is required, no knowledge of object necessary)
• No information of all objects with sufficient accuracy
publically available
• Desirable: information about satellite status, post mission
disposal in GEO, and maneuvers
• SMARTnet and BACARDI set up as a GEO surveillance
system
Suggestion: open catalogue for satellite operators
with highly accurate orbit information
www.DLR.de • Folie 21
Thanks for Your Attention!
Re-Entry Predictions 2012

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Space Situational Awareness Forum - GERMAN AEROSPACE CENTRE Presentation

  • 1. SMARTnet –Results of Test Campaigns Hauke Fiedler, Thomas Schildknecht, Martin Weigel, Michael Meinel, Rolf Hempel, Johannes Herzog, Marcel Prohaska, Martin Ploner, Jan Siminski www.DLR.de • Folie 1
  • 2. Processed Conjunctions 2012 2013 2014 Satellite Altitude CSM CAM CSM CAM CSM/CDM CAM TSX/TDX (excl.tdtx) 510 16 2 2222 (1560) 0 7366 (4237) 4 GRACE-1 460 (-400) 1 0 0 0 0 0 GRACE-2 460 (-400) 1 0 2 0 0 0 BIR 510 (-480) 8 0 0 0 10 0 TET 500 (-460) 3 0 1 0 0 0 SBW-1 (excl.ctrl) GEO 35 (6) 1 19 (6) 0 110 (8) 0 SBW-2 (excl.ctrl) GEO 59 (0) 0 135 (2) 0 224 (6) 0 - CSM generation thresholds for TSX/TDX were enlarged August 2013 - Message format was changed to CDM in May 2014 www.DLR.de • Folie 2  Precise orbit information of (all) objects required  Sensors for: LEO (expansive) – GEO (not so expansive)
  • 3. www.DLR.de • Folie 3 10.02.2009Motivation: Operational Collision Avoidance at GSOC TerraSAR-X (2007-) / TanDEM-X (2010-) - Controlled against a reference orbit inside a tube of 250 m radius - Flying in a close formation with the relative distance < 500 m - 510 km altitude Conjunction on 2014/03/03
  • 4. SMARTnet Optical Network for Monitoring Geostationary Orbits www.DLR.de • Folie 4
  • 5. Global network for monitoring the geostationary ring • Theory: complete coverage with 3 locations • Northern / southern hemisphere for compensating seasonal variations  6 locations • Telerobotical operation • Close cooperation with AIUB / ZIMsmart-telescope • Optimized scheduler for all telescopes SMART-01: • Mounting with 2 telescopes Ø50cm, 0.7° FOV, 0.6“/Pixel Ø20cm, 2.0° FOV, 1.8“/Pixel • Sutherland Observatory, South Africa Motivation: Operational Collision Avoidance in GEO www.DLR.de • Folie 5
  • 6. Global network for monitoring the geostationary ring • Theory: complete coverage with 3 locations • Northern / southern hemisphere for compensating seasonal variations  6 locations • Telerobotical operation • Close cooperation with AIUB / ZIMsmart-telescope • Optimized scheduler for all telescopes SMART-01: • Mounting with 2 telescopes Ø50cm, 0.7° FOV, 0.6“/Pixel Ø20cm, 2.0° FOV, 1.8“/Pixel • Sutherland Observatory, South Africa Motivation: Operational Collision Avoidance in GEO www.DLR.de • Folie 6 Sutherland Zimmerwald ---- Sunset  Sunrise Integrated Obs-Time: Average > 11.5h!
  • 7. Motivation: Operational Collision Avoidance in GEO www.DLR.de • Folie 7 Coverage: - 32% of geostationary ring - 61% of active satellites Coverage: - 83% of geostationary ring - 89% of active satellites Coverage: - 100% of geostationary ring - 100% of active satellites
  • 8. Status • Mounting, 50cm telescope and CCD camera tested • Serveral nights • Objects down to 18.5mag detected • First 2 nights: • Long test run: May – June o 46 COSPAR Objects o 14 AIUB Objects o 10 unknown objects Geostationary object Tracklet: Epoch + RA / DEC from image SMARTnet: Test Campaign at Zimmerwald www.DLR.de • Folie 8
  • 9. Object Identification with Optical Measurements Least squares fit New measurement type: Attributable www.DLR.de • Folie 9
  • 10. Loss function L Optimisation Lambert-Solution www.DLR.de • Folie 10 Object Identification with Optical Measurements
  • 11. • Separation of real / false tracklets above threshold of loss function (chi- squared distribution) • Filter rate depends on accuracy, time difference, survey strategy, … Object Correlation www.DLR.de • Folie 11
  • 12. Maximum 161m 84m 78m 74m 71m 64m www.DLR.de • Folie 12 Residuals to GPS Reference Orbit New focusser, telescope fully collimated  Improvement: schedule observations for orbit refinement
  • 13. Results: GEO Cluster (Eutelsat Hotbird 13B, 13C, 13D) • 111 Tracklets of two nights (Sep. 25/26, 26/27) • TLE orbits lead to erroneous correlation (06032A?) • Iterative process: correlation, orbit determination, correlation… • Residuals orbit determination 06032A RMS α=0.25“ δ=0.35“ 08065A RMS α=0.30“ δ=0.34“ 09008B RMS α=0.29“ δ=0.34“ • Final solution after 3rd iteration with correlation of all tracklets www.DLR.de • Folie 13
  • 14. • Hardware and software components are tested o Astrometric accuracy better than expected o Limiting magnitude of telescope estimated o Detection of unknown objects o Identification of known objects o Orbit determination with very small deviation to reference orbit • Foundations in South Africa are planned this month • Final end-to-test in Zimmerwald / Switzerland: Scheduling, observing, pre-processing, transferring data to GSOC, cataloguing at GSOC with BACARDI in autonomous mode • Start of operations: end of 2015 Results www.DLR.de • Folie 14 What is BACARDI?
  • 15. BACARDI Backbone Catalogue of Relational Debris Information Visit of Paul Cefola, / 09. October 2012 www.DLR.de • Folie 15
  • 16. Science and Research • Data bank of up to 1.000.000 objects • HPC for object correlation, orbit determination, propagation, object identification and detection of manoeuvres and fragmentations Mission Support • Orbit information, collision prediction, re-entry prediction Objective • Data bank with preferably high completeness and high accuracy • Primary source: sensor data and operator data • Secondary source: externally generated ephemerides BACARDI: Backbone Catalogue of Relational Debris Information www.DLR.de • Folie 16
  • 17. Network of sensors Prozessors Interfaces Tracking Radar Surveillance Radar Laser Tracking TelescopesSpace Based External Data Orbit information Object properties User Sensor schedulerSolar activity Data bank • Sensor data • Correlation • Catalogue objects and candidates • Ephemerides incl. covariance • Maneuver planned / executed • Meta- and log data • Data policy • Object correlation • Orbit determination • Orbit propagation • Maneuver detection • Fragmentation detection • Prediction of collisions • Re-Entry prediction BACARDI BACARDI Overview www.DLR.de • Folie 17 (provenance data)
  • 18. BACARDI: Internal Nodes www.DLR.de • Folie 18 SensorOrganisation Observation Observation Error Correction of Observations Sensor Error Statistic Object TLE Osculating Elements Ephemeris DSST Orbit TLE Error Statistic Manoeuvre Satellite Launch Fragmentation Re-Entry CA (Close Approach) Orbit Propagation Orbit Modelling Space Weather Time & Coordinate System Orbit Determination CA Analysis / Warning CA Detection CA Threshold Correlation
  • 19. Features • Definable roles for each user • Each individual datum might has its own data policy • Possibility of a distributed system • Data Provenance: Provenance is information about entities, activities, and people involved in producing a piece of data or thing, which can be used to form assessments about its quality, reliability or trustworthiness. o Backtracking of each produced product (ephemerides, state vectors, correlated objects, …) o Reproducibility of products and data generated BACARDI www.DLR.de • Folie 19
  • 20. Conclusions www.DLR.de • Folie 20 • Collision analyses cost manpower, maneuver costs mission time • Precise orbit information essential (ephemeris - including covariance - is required, no knowledge of object necessary) • No information of all objects with sufficient accuracy publically available • Desirable: information about satellite status, post mission disposal in GEO, and maneuvers • SMARTnet and BACARDI set up as a GEO surveillance system Suggestion: open catalogue for satellite operators with highly accurate orbit information
  • 21. www.DLR.de • Folie 21 Thanks for Your Attention! Re-Entry Predictions 2012