consierations about arc-length in gnss processing

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R. Dach et al.: Consierations about arc-length in GNSS processing IGS AC Workshop, 15–17. April 2019, Potsdam, Germany Consierations about arc-length in GNSS processing R. Dach, T. Springer, A. Sibthorpe based on contributions from the satellite geodesy research group at AIUB Chairs of the session on Orbit Modelling IGS AC Workshop 15–17. April 2019, Potsdam, Germany Slide 1 of 15 Astronomical Institute, University of Bern

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Page 1: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Consierations about

arc-length in GNSS processing

R. Dach, T. Springer, A. Sibthorpebased on contributions from the satellite geodesy research group at AIUB

Chairs of the session on Orbit Modelling

IGS AC Workshop15–17. April 2019, Potsdam, Germany

Slide 1 of 15 Astronomical Institute, University of Bern

Page 2: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Overview

Why longer arcs?

Benefits and issues for orbit products

Benefits for ERP products

Strategies for long–arc solutions

Slide 2 of 15 Astronomical Institute, University of Bern

Page 3: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

All input data are coming with 24 hour sampling as also the temporal resolution for theresulting parameters. The use of daily processing scheme with 24 hour session seemsnative.

Slide 3 of 15 Astronomical Institute, University of Bern

Page 4: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Why longer arcs?

All input data are coming with 24 hour sampling as also the temporal resolution for theresulting parameters. The use of daily processing scheme with 24 hour session seemsnative.

Slide 3 of 15 Astronomical Institute, University of Bern

Page 5: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Why longer arcs?

All input data are coming with 24 hour sampling as also the temporal resolution for theresulting parameters. The use of daily processing scheme with 24 hour session seemsnative.

Longer arcs, on the other hand, benefitial• regarding the error propagation of the orbits,

Slide 3 of 15 Astronomical Institute, University of Bern

Page 6: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Why longer arcs?

All input data are coming with 24 hour sampling as also the temporal resolution for theresulting parameters. The use of daily processing scheme with 24 hour session seemsnative.

Longer arcs, on the other hand, benefitial• regarding the error propagation of the orbits,• allowing for applications asking for continuity (e.g., LEO-POD),

Slide 3 of 15 Astronomical Institute, University of Bern

Page 7: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Why longer arcs?

All input data are coming with 24 hour sampling as also the temporal resolution for theresulting parameters. The use of daily processing scheme with 24 hour session seemsnative.

Longer arcs, on the other hand, benefitial• regarding the error propagation of the orbits,• allowing for applications asking for continuity (e.g., LEO-POD),• improve the quality of Earth rotation parameters.

Slide 3 of 15 Astronomical Institute, University of Bern

Page 8: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Why longer arcs?

All input data are coming with 24 hour sampling as also the temporal resolution for theresulting parameters. The use of daily processing scheme with 24 hour session seemsnative.

Longer arcs, on the other hand, benefitial• regarding the error propagation of the orbits,• allowing for applications asking for continuity (e.g., LEO-POD),• improve the quality of Earth rotation parameters.

Currently we have the following approaches in the IGS:• clean daily solutions with 24 hours orbit arcs• 24 hour solutions with continuity conditions• solutions with arcs over 30/36 hours• three-day long-arc solutions with orbit arcs over 72 hours

Slide 3 of 15 Astronomical Institute, University of Bern

Page 9: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Slide 4 of 15 Astronomical Institute, University of Bern

Page 10: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Slide 4 of 15 Astronomical Institute, University of Bern

Page 11: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Orbit misclosures

Orbit solution day n− 1 Orbit solution day n Orbit solution day n+ 1

Slide 5 of 15 Astronomical Institute, University of Bern

Page 12: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Orbit misclosures

Orbit solution day n− 1 Orbit solution day n Orbit solution day n+ 1

Slide 5 of 15 Astronomical Institute, University of Bern

Page 13: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Orbit misclosures

Orbit solution day n− 1 Orbit solution day n Orbit solution day n+ 1

Extracted orbit for day n− 1 Extracted orbit for day n Extracted orbit for day n+ 1

Slide 5 of 15 Astronomical Institute, University of Bern

Page 14: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Orbit misclosures

Orbit solution day n− 1 Orbit solution day n Orbit solution day n+ 1

Extracted orbit for day n− 1 Extracted orbit for day n Extracted orbit for day n+ 1

Slide 5 of 15 Astronomical Institute, University of Bern

Page 15: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Orbit misclosures

Orbit solution day n− 1 Orbit solution day n Orbit solution day n+ 1

Extracted orbit for day n− 1 Extracted orbit for day n Extracted orbit for day n+ 1

Disadvantage of the ”Extracted orbit for day n” with respect to the direct ”Orbit solutionday n”:

• The orbits extracted from the three-day arc are not independent anymore.

• Day boundary discontinuities cannot be used as a real quality indicator anymore.

Slide 5 of 15 Astronomical Institute, University of Bern

Page 16: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Orbit misclosures

Orbit solution day n− 1 Orbit solution day n Orbit solution day n+ 1

Extracted orbit for day n− 1 Extracted orbit for day n Extracted orbit for day n+ 1

Disadvantage of the ”Extracted orbit for day n” with respect to the direct ”Orbit solutionday n”:

• The orbits extracted from the three-day arc are not independent anymore.

• Day boundary discontinuities cannot be used as a real quality indicator anymore.

• A comparison at the end of the long arcs is more appropriate as a quality measure.

Slide 5 of 15 Astronomical Institute, University of Bern

Page 17: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Slide 6 of 15 Astronomical Institute, University of Bern

Page 18: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Orbit Overlaps for GPS in 2013 (d: no pulses)

Slide 7 of 15 Astronomical Institute, University of Bern

Page 19: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Orbit Overlaps for GPS in 2013 (d: no pulses)

Slide 7 of 15 Astronomical Institute, University of Bern

Page 20: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Orbit Overlaps for GPS in 2013 (s: Pulses only in the middle of eclipse)

Slide 7 of 15 Astronomical Institute, University of Bern

Page 21: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Orbit Overlaps for GPS in 2013 (s: Pulses only in the middle of eclipse)

Slide 7 of 15 Astronomical Institute, University of Bern

Page 22: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Orbit Overlaps for GPS in 2013 (p: Pulses every 12 hours)

Slide 7 of 15 Astronomical Institute, University of Bern

Page 23: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Orbit Overlaps for GPS in 2013 (u: Pulses at orbit midnight)

Slide 7 of 15 Astronomical Institute, University of Bern

Page 24: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Orbit Overlaps for GPS in 2013 (u−p: blue means u is better than p)

Slide 7 of 15 Astronomical Institute, University of Bern

Page 25: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

SLR residuals for SVN 101

Slide 8 of 15 Astronomical Institute, University of Bern

Page 26: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

SLR residuals for SVN 101

Slide 8 of 15 Astronomical Institute, University of Bern

Page 27: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

SLR residuals for SVN 101

Slide 8 of 15 Astronomical Institute, University of Bern

Page 28: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

SLR residuals for SVN 101

Slide 8 of 15 Astronomical Institute, University of Bern

Page 29: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

SLR residuals for SVN 101

Slide 8 of 15 Astronomical Institute, University of Bern

Page 30: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Orbit model extension

Slide 9 of 15 Astronomical Institute, University of Bern

Page 31: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Orbit model extension

Slide 9 of 15 Astronomical Institute, University of Bern

Page 32: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Consequences on ERPs

Slide 10 of 15 Astronomical Institute, University of Bern

Page 33: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Consequences on ERPs

Slide 10 of 15 Astronomical Institute, University of Bern

Page 34: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Consequences on ERPs

Slide 10 of 15 Astronomical Institute, University of Bern

Page 35: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Consequences on ERPs

Slide 10 of 15 Astronomical Institute, University of Bern

Page 36: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Consequences on ERPs

Slide 10 of 15 Astronomical Institute, University of Bern

Page 37: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Consequences on ERPs

Slide 11 of 15 Astronomical Institute, University of Bern

Page 38: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Consequences on ERPs

Longer arcs are beneficial for estimating ERPs (in particular for the rates).

Slide 11 of 15 Astronomical Institute, University of Bern

Page 39: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Consequences on GCCs

From Lutz et al.: Impact of the arc length on GNSS analysis results

Table 2: Effect of the arc length on the RMS of the geocenter series 2009–2011Component GPS (1-day) GLO (1-day) GPS (3-day) GLO (3-day)

X 13mm 8mm 9mm 6mm

Y 10mm 11mm 8mm 7mm

Z 103mm 12mm 95mm 9mm

Slide 12 of 15 Astronomical Institute, University of Bern

Page 40: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Consequences on GCCs

From Lutz et al.: Impact of the arc length on GNSS analysis results

Table 2: Effect of the arc length on the RMS of the geocenter series 2009–2011Component GPS (1-day) GLO (1-day) GPS (3-day) GLO (3-day)

X 13mm 8mm 9mm 6mm

Y 10mm 11mm 8mm 7mm

Z 103mm 12mm 95mm 9mm

Longer arcs are beneficial for GCC estimates as well.

Slide 12 of 15 Astronomical Institute, University of Bern

Page 41: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Benefits from long-arc solutions

• ERP can be estimated because of the oblatness of the Earth.

• Longer arcs are beneficial to improve the decorrelation.

• Only with longer arcs rates can be estimated (the longer the better).

Slide 13 of 15 Astronomical Institute, University of Bern

Page 42: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Benefits from long-arc solutions

• ERP can be estimated because of the oblatness of the Earth.

• Longer arcs are beneficial to improve the decorrelation.

• Only with longer arcs rates can be estimated (the longer the better).

• For GNSS satellites flying higher than GPS there are less than two revolutions perday.

Slide 13 of 15 Astronomical Institute, University of Bern

Page 43: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Benefits from long-arc solutions

• ERP can be estimated because of the oblatness of the Earth.

• Longer arcs are beneficial to improve the decorrelation.

• Only with longer arcs rates can be estimated (the longer the better).

• For GNSS satellites flying higher than GPS there are less than two revolutions perday.

How to realize long-arc solutions?

Slide 13 of 15 Astronomical Institute, University of Bern

Page 44: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Strategies for long–arc solutions

Approach to generate three–day solutions at CODE:

NEQ from day −1 NEQ from day ±0 NEQ from day +1

ORB ORB ORB

ERP ERP ERP

CRD CRD CRD

TRP TRP TRP

.

.

.

.

.

.

.

.

.

Slide 14 of 15 Astronomical Institute, University of Bern

Page 45: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Strategies for long–arc solutions

Approach to generate three–day solutions at CODE:

NEQ for long–arc solution, day ±0

ORB

ERP

CRD

TRP

.

.

.

Slide 14 of 15 Astronomical Institute, University of Bern

Page 46: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Strategies for long–arc solutions

Approach to generate three–day solutions at CODE:

NEQ for long–arc solution, day ±0

ORB

ERP

CRD

TRP

.

.

.

Slide 14 of 15 Astronomical Institute, University of Bern

Page 47: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Strategies for long–arc solutions

Approach to generate three–day solutions at CODE:

NEQ for long–arc solution, day ±0

ORB

ERP Compatibility?

CRD ATM-loading?

TRP

.

.

.

Slide 14 of 15 Astronomical Institute, University of Bern

Page 48: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Strategies for long–arc solutions

Approach to generate three–day solutions at CODE:

NEQ for long–arc solution, day ±0

ORB

ERP ERP ERP Compatibility?

CRD CRD CRD ATM-loading?

TRP

.

.

.

Slide 14 of 15 Astronomical Institute, University of Bern

Page 49: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Strategies for long–arc solutions

Approach to generate three–day solutions at CODE:

NEQ for long–arc solution, day ±0

ORB

ERP ERP ERP Compatibility?

CRD CRD CRD ATM-loading?

TRP

.

.

.

Slide 14 of 15 Astronomical Institute, University of Bern

Page 50: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Strategies for long–arc solutions

Approach to generate three–day solutions at CODE:

NEQ for long–arc solution, day ±0

ORB

ERP ERP ERP Compatibility?

CRD CRD CRD ATM-loading?

TRP

.

.

.

What about 30 hour solutions?

Slide 14 of 15 Astronomical Institute, University of Bern

Page 51: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Clean one-day or long-arc solutions

Clean one-day solution:

Long-arc solution:

Slide 15 of 15 Astronomical Institute, University of Bern

Page 52: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Clean one-day or long-arc solutions

Clean one-day solution:

• Allows the interpretation of results because each daily solution is completelyindependent.

• Discontinuities can be used as quality measure.

Long-arc solution:

Slide 15 of 15 Astronomical Institute, University of Bern

Page 53: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Clean one-day or long-arc solutions

Clean one-day solution:

• Allows the interpretation of results because each daily solution is completelyindependent.

• Discontinuities can be used as quality measure.

Long-arc solution:

• More flexible usage of the products (also outside from the daily processing scheme).

Slide 15 of 15 Astronomical Institute, University of Bern

Page 54: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Clean one-day or long-arc solutions

Clean one-day solution:

• Allows the interpretation of results because each daily solution is completelyindependent.

• Discontinuities can be used as quality measure.

• Primary for scientific usage.

Long-arc solution:

• More flexible usage of the products (also outside from the daily processing scheme).

• Better suited for the general usage.

Slide 15 of 15 Astronomical Institute, University of Bern

Page 55: Consierations about arc-length in GNSS processing

R.Dachetal.:Consierationsaboutarc-length

inGNSSprocessing

IGSAC

Workshop,15–17.April2019,Potsdam,Germ

any

Clean one-day or long-arc solutions

Clean one-day solution:

• Allows the interpretation of results because each daily solution is completelyindependent.

• Discontinuities can be used as quality measure.

• Primary for scientific usage.

• No exception for none of the contributions can be allowed.

Long-arc solution:

• More flexible usage of the products (also outside from the daily processing scheme).

• Better suited for the general usage.

• Each AC contributes with the optimal arc-length according to its capabilities.

Slide 15 of 15 Astronomical Institute, University of Bern