If it possible we detect and distinguish LOS path from NLOS path in received signals with deep learning or machine learning approaches?

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Vadym Slyusar

I think yes, because NLOS-mode will behave a multipath propagation. It will possible by using of digital antenna array.

Abeer Mohamed

Yeah, it's possible and you can have a look to these papers for more details.

Article Deep Learning Based NLOS Identification with Commodity WLAN Devices

Article CNN Based LOS/NLOS Identification in 3D Massive MIMO Systems

Chinaza Godswill Awuchi

Check https://www.mdpi.com/1424-8220/19/19/4229/pdf

Also check https://www.researchgate.net/publication/342043550_Identification_of_NLOS_and_Multi-Path_Conditions_in_UWB_Localization_Using_Machine_Learning_Methods

Kiprotich Kiptum

Hello Nader,

Kindly have a look at this website

https://www.cs.princeton.edu/courses/archive/spring18/cos463/labs/lab5_preview.html

Ca Dr. Gaurav Bhambri

I agree with Abeer Mohamed