We show how the received UWB signal waveform can be used in a Convolutional Neural Network (CNN) in order to determine whether the user is outdoors, indoors or ...

We show how the received UWB signal waveform can be used in a Convolutional Neural Network (CNN) in order to determine whether the user is outdoors, indoors or ...

It is shown how the received UWB signal waveform can be used in a Convolutional Neural Network in order to determine whether the user is outdoors, ...

Both UWB waveforms and channel state information (CSI) derived from CIR have already been applied as CNN input for environment recognition [41] , [42].

Cooperative environment recognition utilizing UWB waveforms and CNNs · Year of publication · Authors · Organizations and authors. Show more detail · Publication ...

editor / G. Lange. IEEE, 2020. ... Cooperative environment recognition utilizing UWB waveforms and CNNs. / Mäkela, Maija; Rantanen, Jesperi; Ilinca, Julian et al.

Cooperative environment recognition utilizing UWB waveforms and CNNs. M Mäkelä, J Rantanen, J Ilinca, M Kirkko-Jaakkola, S Kaasalainen, ... 2020 European ...

Cooperative environment recognition utilizing UWB waveforms and CNNs. M Mäkelä, J Rantanen, J Ilinca, M Kirkko-Jaakkola, S Kaasalainen, ... 2020 European ...

Apr 23, 2024 · The CNN-based approach corrects UWB ranging errors, and is easily generalized to different environments and situations with only a small number ...

Both UWB waveforms and channel state information (CSI) derived from CIR have already been applied as CNN input for environment recognition [41] , [42]. These ...