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Bernese GPS Software Version 5.0 - Bernese GNSS Software

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7. Parameter Estimation<br />

The binary scratch file may become quite large if many observations are processed (many<br />

stations or high sampling rate). Note, that some operating systems have a limit for the<br />

size of such a binary file of 2 Gb. By default the scratch files are saved in the user-specific<br />

directory ${U}/WORK. Make sure that enough disk space is available. This is particularly true<br />

for the ${T}-environment of the BPE if <strong>GPS</strong>EST is executed in parallel (see Chapter 19).<br />

Residuals may be browsed using program REDISP or they may be used to screen the observation<br />

files for outliers using programs RESRMS and SATMRK. For details see Section 6.6.2.<br />

7.4.5 Correlations between Observations<br />

If double-differenced observations are processed, mathematical correlations between the<br />

differenced observations have to be considered because the same original observations may<br />

occur in several observation differences. This is the case for one baseline but also for different<br />

baselines as soon as they are connected. With the difference operator C defined in the<br />

following way<br />

y ′′ = Cy (7.19)<br />

where y represents the vector of undifferenced observations and y ′′ is the vector containing<br />

the double-differenced observations, the covariance matrix corresponding to the two<br />

observation types is converted according to the equation<br />

D(y ′′ ) = C D(y)C ⊤ . (7.20)<br />

In the above equations the vector y contains all simultaneous observations of the network<br />

being processed. This “simultaneity” can be defined with the option “SIMULTANEOUS OB-<br />

SERVATIONS” in panel “SNGDIF 3: Options” when forming baselines with program SNGDIF<br />

and with the option “Tolerance for simultaneity” in panel “<strong>GPS</strong>EST 3.1” for program <strong>GPS</strong>EST<br />

(see Figure 7.1).<br />

The option “Correlation strategy” in the same <strong>GPS</strong>EST-panel allows to modify the correlation<br />

strategy. Naturally, mathematically and statistically correct modeling of the correlations<br />

(selection CORRECT) is the method to use. All correlations within baselines and between<br />

baselines as well as between different frequencies and linear combinations are handled correctly.<br />

This strategy should, therefore, be applied for producing “final” solutions. If more<br />

than about 30-40 sites are processed with correct correlations, however, the program resources<br />

(memory, CPU time, etc.) might become critical. For such cases the <strong>Bernese</strong> <strong>GPS</strong><br />

<strong>Software</strong> allows to reduce the degree of correctness of the mathematical correlations.<br />

A first compromise consists of processing clusters of sites with full correlations taken into<br />

account only within each cluster in program <strong>GPS</strong>EST. The cluster results may then be<br />

combined on the normal equation level using program ADDNEQ2 (see Chapter 9). In this<br />

second step the observations used to process the individual clusters are considered to be<br />

uncorrelated. Optimized clusters may be generated using a cluster definition file (description<br />

see Section 22.8.16) with program SNGDIF or using program MKCLUS.<br />

The correlation strategy FREQUENCY allows to neglect correlations between different frequencies<br />

or linear combinations of frequencies (e.g., if processing L1&L2 together).<br />

Page 146 AIUB

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