Precise Point Positioning (PPP) enables global positioning without base stations but suffers from prolonged convergence time, limiting its real-time applicability in autonomous systems. Meanwhile, Visual-Inertial Navigation System (VINS) provides smooth short-term motion estimates but accumulates unbounded drift over l...
Tao Li, Zi-Han Wu, Wen-An Zhang et al.· IEEE Transactions on Automat...· 0 citations
This article investigates the problem of deep learning-based state estimation for dynamic systems with partially known dynamics and unknown noise statistics. We propose a Deep Double-Bayesian Filter (DDBF), which leverages Bayesian deep learning for Bayesian filtering, augmenting state estimation while enabling the qua...
An-Di Lin, Wen-An Zhang, Xiaoxu Lyu et al.· IEEE Transactions on Signal...· 0 citations
Industrial anomaly detection aims to identify defective samples that deviate from normal visual patterns, while real anomaly annotations are often scarce, costly, and incomplete in practical manufacturing scenarios. To address this challenge, this paper proposes ShufflePaste, a self-supervised representation learning f...
Yue-Zhou Wu, Wen-An Zhang, Qiang Fu et al.· IEEE Access· 0 citations
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