J Geod (2014) 88:363–376
DOI 10.1007/s00190-013-0688-2
ORIGINAL ARTICLE
GNSS antenna array-aided CORS ambiguity resolution
Bofeng Li · Peter J. G. Teunissen
Received: 19 August 2013 / Accepted: 12 December 2013 / Published online: 31 December 2013
© Springer-Verlag Berlin Heidelberg 2013
Abstract Array-aided precise point positioning is a mea-
surement concept that uses GNSS data, from multiple anten-
nas in an array of known geometry, to realize improved GNSS
parameter estimation proposed by Teunissen (IEEE Trans
Signal Process 60:2870–2881, 2012). In this contribution,
the benefits of array-aided CORS ambiguity resolution are
explored. The mathematical model is formulated to show
how the platform-array data can be reduced and how the vari-
ance matrix of the between-platform ambiguities can profit
from the increased precision of the reduced platform data.
The ambiguity resolution performance will be demonstrated
for varying scenarios using simulation. We consider single-
, dual- and triple-frequency scenarios of geometry-based
and geometry-free models for different number of antennas
and different standard deviations of the ionosphere-weighted
constraints. The performances of both full and partial ambi-
guity resolution (PAR) are presented for these different sce-
narios. As the study shows, when full advantage is taken of
the array antennas, both full and partial ambiguity resolution
can be significantly improved, in some important cases even
enabling instantaneous ambiguity resolution. PAR widelan-
ing and its suboptimal character are hereby also illustrated.
B. Li (B ) · P. J. G. Teunissen
College of Surveying and Geo-Informatics, Tongji University,
Shanghai, People’s Republic of China
e-mail: bofeng_li@tongji.edu.cn; bofeng_li@163.com
B. Li · P. J. G. Teunissen
GNSS Research Centre, Curtin University, Perth, Australia
P. J. G. Teunissen
Geoscience and Remote Sensing, Delft University of Technology,
Delft, Netherlands
e-mail: p.teunissen@curtin.edu.au
Keywords Global navigation satellite system (GNSS) ·
Integer ambiguity resolution (IAR) · Continuously operating
reference station (CORS) · Array-aided precise point
positioning (A-PPP) · Full ambiguity resolution (FAR) ·
Partial ambiguity resolution (PAR)
1 Introduction
Integer ambiguity resolution is the key to high-precision
GNSS applications. It enables the transformation of the
ambiguous carrier phases to ultra-precise pseudoranges, thus
making high-precision parameter estimation possible. The
success of ambiguity resolution depends on the strength of
the underlying GNSS model. The weaker the model, the more
data needs to be accumulated before ambiguity resolution can
be successful and the longer it therefore takes before one can
take advantage of the ultra-precise carrier signals. Clearly, the
aim is to shorten the time to convergence, preferably zero,
thereby enabling truly instantaneous GNSS, integer ambigu-
ity resolved, parameter estimation.
In CORS network applications, fast and successful reso-
lution of the ambiguities is important as it enables improved
availability of the network provided ambiguity-fixed parame-
ter outputs, such as the ionospheric delays. Between-station
ambiguity resolution is usually based on data of stations
equipped with a single antenna only. In this contribution,
we study the potential improvements that can be realized
when stations would be equipped with an array of antennas
instead of only a single antenna. This A-PPP concept, pro-
posed in Teunissen (2012), is a measurement concept that
uses GNSS data, from multiple antennas in an array of known
geometry, to realize improved GNSS parameter estimation.
Although we focus on ambiguity resolution in this contribu-
tion, integrity improves, since with the known array geom-
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