Applications of Ground-Based Multipath Reflectometry Based on Combinations of Pseudorange and Carrier Phase Observations of Multi-GNSS Dual-Frequency Signals

被引:4
作者
Wang, Nazi [1 ,2 ]
Wang, Jie [3 ]
Xu, Tianhe [1 ]
Gao, Fan [1 ]
He, Yunqiao [1 ]
Meng, Xinyue [1 ]
机构
[1] Shandong Univ, Inst Space Sci, Weihai 264209, Peoples R China
[2] Chinese Acad Sci, State Key Lab Geodesy & Earths Dynam, Innovat Acad Precis Measurement Sci & Technol, Wuhan 430077, Peoples R China
[3] Changan Univ, Xian 710064, Peoples R China
关键词
Snow; Global navigation satellite system; Sea level; Estimation; Signal to noise ratio; Sea measurements; Reflectometry; Carrier phase; global navigation satellite system multipath reflectometry (GNSS-MR); pseudorange; sea level; snow depth; SNOW DEPTH; GPS MULTIPATH; SOIL-MOISTURE; TIDE-GAUGE; LEVEL; PARAMETERS; SNR; BAY;
D O I
10.1109/JSTARS.2021.3112683
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Measurements from a geodetic global navigation satellite system (GNSS) setup can be deployed to retrieve geophysics parameters, because coherent reflections from the surrounding environment enter the antenna along with direct signals. Previous GNSS multipath studies of snow depth and sea level were mainly based on signals-to-noise ratio (SNR) measurements. In this article, two new methods based on combinations of pseudorange and carrier phase observations from multi-GNSS dual-frequency signals are proposed, which can be used as substitutes for the SNR method when there are no SNR observations. The first method is based on the combination of dual-frequency pseudorange, which is geometry-free, and avoids any consideration of the influence of ambiguity and cycle slip of carrier phase observations. The second method is based on the combination of dual-frequency pseudorange and carrier phase. This, too, is geometry-free, and is not affected by ionospheric delays. To test these two methods, parameter retrievals using multi-GNSS observations reflected from different surface materials were applied. The derived snow depth series over a 256-day period from SG27 station showed an optimal RMSE of 8 cm with respect to in situ data for both methods by using the combination of observations from GPS L2 and L5 frequency bands. In addition, in a separate 365-day experiment at AT01 station, sea levels were estimated using the proposed methods with optimal RMSE of 21 cm when compared with tide gauge measurements. All these results indicate that the two proposed methods can be seen as supplements to the applications of ground-based multipath reflectometry.
引用
收藏
页码:9557 / 9570
页数:14
相关论文
共 45 条
[1]  
Anderson KD, 2000, J ATMOS OCEAN TECH, V17, P1118, DOI 10.1175/1520-0426(2000)017<1118:DOWLAT>2.0.CO
[2]  
2
[3]   Characterization of dry-snow sub-structure using GNSS reflected signals [J].
Cardellach, Estel ;
Fabra, Fran ;
Rius, Antonio ;
Pettinato, Simone ;
D'Addio, Salvatore .
REMOTE SENSING OF ENVIRONMENT, 2012, 124 :122-134
[4]   Vegetation Sensing Using GPS-Interferometric Reflectometry: Theoretical Effects of Canopy Parameters on Signal-to-Noise Ratio Data [J].
Chew, Clara C. ;
Small, Eric E. ;
Larson, Kristine M. ;
Zavorotny, Valery U. .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2015, 53 (05) :2755-2764
[5]   Effects of Near-Surface Soil Moisture on GPS SNR Data: Development of a Retrieval Algorithm for Soil Moisture [J].
Chew, Clara C. ;
Small, Eric E. ;
Larson, Kristine M. ;
Zavorotny, Valery U. .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2014, 52 (01) :537-543
[6]   Soil moisture monitoring using GNSS interference signal: proposing a signal reconstruction method [J].
Han, Mutian ;
Zhu, Yunlong ;
Yang, Dongkai ;
Chang, Qing ;
Hong, Xuebao ;
Song, Shuhui .
REMOTE SENSING LETTERS, 2020, 11 (04) :373-382
[7]   Dielectric-covered ground reflectors in GPS multipath reception - Theory and measurement [J].
Jacobson, Mark D. .
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2008, 5 (03) :396-399
[8]   Sea level change from BeiDou Navigation Satellite System-Reflectometry (BDS-R): First results and evaluation [J].
Jin, Shuanggen ;
Qian, Xiaodong ;
Wu, X. .
GLOBAL AND PLANETARY CHANGE, 2017, 149 :20-25
[9]   Snow Depth Variations Estimated from GPS-Reflectometry: A Case Study in Alaska from L2P SNR Data [J].
Jin, Shuanggen ;
Qian, Xiaodong ;
Kutoglu, Hakan .
REMOTE SENSING, 2016, 8 (01)
[10]   Monitoring Sea Level Change in Arctic using GNSS-Reflectometry [J].
Kim, Su-Kyung ;
Park, Jihye .
PROCEEDINGS OF THE 2019 INTERNATIONAL TECHNICAL MEETING OF THE INSTITUTE OF NAVIGATION, 2019, :665-675