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Found 4 papers, 2 papers with code
CSI-Based Data-driven Localization Frameworking using Small-scale Training Datasets in Single-site MIMO Systems
Therefore, adapting the FC-AE-GPR model to a new scenario requires only retraining the GPR model with a small training dataset.
MAP-CSI: Single-site Map-Assisted Localization Using Massive MIMO CSI
On the other hand, SoA ray tracing has an average error of 1. 0 m and 2. 2 m, respectively, but requires explicit AoD and ToA information to perform the localization task.
Spectrum Shaping For Multiple Link Discovery in 6G THz Systems
This paper presents a novel antenna configuration to measure directions of multiple signal sources at the receiver in a THz mobile network via a single channel measurement.
DyLoc: Dynamic Localization for Massive MIMO Using Predictive Recurrent Neural Networks
This paper presents a data-driven localization framework with high precision in time-varying complex multipath environments, such as dense urban areas and indoors, where GPS and model-based localization techniques come short.
