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A Semi-Supervised Learning Approach for Ranging Error Mitigation Based on UWB Waveform
(2021-12-30)
Localization systems based on ultra-wide band
(UWB) measurements can have unsatisfactory performance in
harsh environments due to the presence of non-line-of-sight
(NLOS) errors. Learning-based methods for error ...
Deep GEM-based network for weakly supervised UWB ranging error mitigation
(2021-12-30)
Ultra-wideband (UWB)-based techniques, while becoming
mainstream approaches for high-accurate positioning,
tend to be challenged by ranging bias in harsh environments.
The emerging learning-based methods for error ...
Deep Generative Model for Simultaneous Range Error Mitigation and Environment Identification
(2021-12-07)
Received waveforms contain rich information for
both range information and environment semantics. However,
its full potential is hard to exploit under multipath and non-line-
of-sight conditions. This paper proposes a ...