Accurate Multiclass NLOS Channels Identification in UWB Indoor Positioning System-Based Deep Neural Network

The accurate distinction between line-of-sight (LOS) and non-line-of-sight (NLOS) propagation channels is paramount for precise distance measurement within ultra-wideband (UWB) indoor localization systems. In complex and dynamic environments, such as those encountered in the indoor positioning of au...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Ammar Fahem Majeed, Rashidah Arsat, Muhammad Ariff Baharudin, Nurul Mu'Azzah Abdul Latiff, Abbas Albaidhani
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	IEEE 2024-01-01
Schriftenreihe:	IEEE Access
Schlagworte:	Line-of-sight (LOS) non-line-of-sight (NLOS) ultra-wideband (UWB) channel impulse response (CIR) deep neural network (DNN) indoor positioning system (IPs)
Online-Zugang:	https://ieeexplore.ieee.org/document/10771718/
Tags:	Tag hinzufügen Keine Tags, Fügen Sie das erste Tag hinzu!