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Object trajectory estimation with continuous-time neural dynamic learning of millimeter-wave Wi-Fi
In this article, we leverage standard-compliant beam training measurements from
commercial millimeter-wave (mmWave) Wi-Fi communication devices for object localization …
commercial millimeter-wave (mmWave) Wi-Fi communication devices for object localization …
Object trajectory estimation with multi-band Wi-Fi neural dynamic fusion
In contrast to existing multi-band Wi-Fi fusion in a frame-to-frame basis for simple
classification, this paper considers asynchronous sequence-to-sequence fusion between …
classification, this paper considers asynchronous sequence-to-sequence fusion between …
Multi-Band Wi-Fi Neural Dynamic Fusion
Wi-Fi channel measurements across different bands, eg, sub-7-GHz and 60-GHz bands, are
asynchronous due to the uncoordinated nature of distinct standards protocols, eg, 802 …
asynchronous due to the uncoordinated nature of distinct standards protocols, eg, 802 …
Indoor Millimeter Wave Localization using Multiple Self-Supervised Tiny Neural Networks
We consider the localization of a mobile mmw client in a large indoor environment using
multilayer perceptron neural networks (NNs). Instead of training and deploying a single …
multilayer perceptron neural networks (NNs). Instead of training and deploying a single …
RIS-Assisted Joint Preamble Detection and Localization
Reconfigurable intelligent surface (RIS) is envisioned to be a key enabling technology for
future wireless systems and is currently being developed and studied for various …
future wireless systems and is currently being developed and studied for various …