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Normalized GNSS Interference Pattern Technique for Altimetry

Electronics and Signal Processing Laboratory (ESPLAB), École Polytechnique Fédéralede Lausanne (EPFL), Maladière 71B (Microcity), CH-2002 Neuchâtel, Switzerland
Laboratoire d'Informatique, Signal et Image de la Côte d'Opale (LISIC), Univ Lille Nord de France, F-59000 Lille, France. Université du Littoral Côte d'Opale (ULCO), 50, rue Ferdinand Buisson,BP719-62228 Calais cedex, France
Author to whom correspondence should be addressed.
Sensors 2014, 14(6), 10234-10257;
Received: 8 April 2014 / Revised: 4 June 2014 / Accepted: 9 June 2014 / Published: 11 June 2014
(This article belongs to the Section Remote Sensors, Control, and Telemetry)
PDF [1702 KB, uploaded 21 June 2014]


It is well known that reflected signals from Global Navigation Satellite Systems (GNSS) can be used for altimetry applications, such as monitoring of water levels and determining snow height. Due to the interference of these reflected signals and the motion of satellites in space, the signal-to-noise ratio (SNR) measured at the receiver slowly oscillates. The oscillation rate is proportional to the change in the propagation path difference between the direct and reflected signals, which depends on the satellite elevation angle. Assuming a known receiver position, it is possible to compute the distance between the antenna and the surface of reflection from the measured oscillation rate. This technique is usually known as the interference pattern technique (IPT). In this paper, we propose to normalize the measurements in order to derive an alternative model of the SNR variations. From this model, we define a maximum likelihood estimate of the antenna height that reduces the estimation time to a fraction of one period of the SNR variation. We also derive the Cramér–Rao lower bound for the IPT and use it to assess the sensitivity of different parameters to the estimation of the antenna height. Finally, we propose an experimental framework, and we use it to assess our approach with real GPS L1 C/A signals. View Full-Text
Keywords: GNSS signal processing; reflectometry; GNSS-R; interference pattern technique GNSS signal processing; reflectometry; GNSS-R; interference pattern technique

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This is an open access article distributed under the Creative Commons Attribution License (CC BY 3.0).

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MDPI and ACS Style

Ribot, M.A.; Kucwaj, J.-C.; Botteron, C.; Reboul, S.; Stienne, G.; Leclère, J.; Choquel, J.-B.; Farine, P.-A.; Benjelloun, M. Normalized GNSS Interference Pattern Technique for Altimetry. Sensors 2014, 14, 10234-10257.

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