Next Article in Journal
Seasonal Effects of Urban Morphology on the Thermal Environment Based on Automated Machine Learning: A Case Study of Beijing
Next Article in Special Issue
Review of Research on Satellite Clock Bias Prediction Models in GNSS
Previous Article in Journal
Oil Spill Identification with Marine Radar Using Feature Augmentation and Improved Firefly Optimization Algorithm
Previous Article in Special Issue
Variance Component Estimation (VCE)-Based Adaptive Stochastic Modeling for Enhanced Convergence and Robustness in GNSS Precise Point Positioning (PPP)
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Cascaded Ambiguity Resolution for Pseudolite System-Augmented GNSS PPP

1
Department of Electronic Engineering, Tsinghua University, Beijing 100084, China
2
School of Civil and Environmental Engineering, University of New South Wales, Sydney 2006, Australia
*
Author to whom correspondence should be addressed.
Remote Sens. 2025, 17(18), 3149; https://doi.org/10.3390/rs17183149
Submission received: 4 August 2025 / Revised: 8 September 2025 / Accepted: 8 September 2025 / Published: 11 September 2025

Abstract

Global navigation satellite System (GNSS) precise point positioning (PPP) enables high-precision global positioning using a single receiver, yet its widespread application is hindered by long convergence times. In contrast, pseudolite system (PLS) transmitters are located relatively close to receivers, and the movement of receivers induces rapid spatial geometry changes, which greatly facilitate fast parameter convergence. Therefore, leveraging the fast-converging PLS to augment GNSS PPP presents a promising solution. This study proposes a tightly coupled PLS and GNSS observation-level integration model. A key factor influencing the augmentation effectiveness is the strategy of ambiguity resolution. In this work, we design a novel strategy of ambiguity resolution, in which the fast convergence property of PLS is taken into account, and the PLS ambiguities are picked out to be fixed independently. This strategy can resolve the PLS ambiguities, GNSS wide-lane (WL) ambiguities, and GNSS L1 ambiguities cascadingly. Further, the fixed ambiguities can be treated as constraints in the filtering process. The experimental results demonstrate that the proposed strategy substantially improves the ambiguity fixing rates, especially in short-duration augmentation.
Keywords: global navigation satellite systems; precise point positioning; ambiguity resolution; pseudolite system (PLS); augmentation global navigation satellite systems; precise point positioning; ambiguity resolution; pseudolite system (PLS); augmentation

Share and Cite

MDPI and ACS Style

Fan, C.; Yao, Z.; Wang, J.; Lu, M. Cascaded Ambiguity Resolution for Pseudolite System-Augmented GNSS PPP. Remote Sens. 2025, 17, 3149. https://doi.org/10.3390/rs17183149

AMA Style

Fan C, Yao Z, Wang J, Lu M. Cascaded Ambiguity Resolution for Pseudolite System-Augmented GNSS PPP. Remote Sensing. 2025; 17(18):3149. https://doi.org/10.3390/rs17183149

Chicago/Turabian Style

Fan, Caoming, Zheng Yao, Jinling Wang, and Mingquan Lu. 2025. "Cascaded Ambiguity Resolution for Pseudolite System-Augmented GNSS PPP" Remote Sensing 17, no. 18: 3149. https://doi.org/10.3390/rs17183149

APA Style

Fan, C., Yao, Z., Wang, J., & Lu, M. (2025). Cascaded Ambiguity Resolution for Pseudolite System-Augmented GNSS PPP. Remote Sensing, 17(18), 3149. https://doi.org/10.3390/rs17183149

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop