Performance Optimization of BeiDou/GNSS Multi-Source Fusion Positioning in Urban Canyons
(Zhejiang Geological and Mineral Exploration Institute Co., Ltd., Taizhou 318000, China)
Abstract
To address the issues of low positioning accuracy and poor continuity caused by building obstruction and multipath effects on BeiDou/GNSS satellite signals in urban canyon environments, a BeiDou/GNSS–INS–visual multi-source fusion-enhanced positioning method is proposed. A three-tier architecture of “perception–fusion–application” is constructed, and an adaptive Kalman filtering algorithm based on signal quality assessment is designed to achieve optimal fusion of multi-source data. Experiments demonstrate that the proposed method effectively suppresses multipath effects in BeiDou/GNSS single-point positioning, stably achieving horizontal positioning errors better than 0.8 m and vertical positioning errors better than 1.2 m, with positioning continuity reaching 98.7%. It maintains high positioning accuracy even under 10 s of satellite signal obstruction, providing technical support for high-precision applications such as urban surveying.
Keywords
BeiDou/GNSS; multi-source fusion; enhanced positioning; urban canyon; performance optimization; Kalman filtering
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About the authors
Cai Zuzheng (1991.01-), male, Han ethnicity, from Taizhou, Zhejiang Province, is a surveying and mapping engineer with a bachelor's degree. His research interests include engineering surveying, boundary and real estate surveying, photogrammetry, and data processing in geographic information surveying and mapping.