Accurate perception of the propagation environment is a fundamental requirement for cognitive wireless systems operating in complex indoor scenarios. In ultra-wideband (UWB) networks, reliable line-of-sight (LOS) identification plays a critical role in enabling adaptive ranging, localization, and context-aware network...
S. Titouni, M. Belazzoug, Hammache Boualem et al.· IEEE Transactions on Cogniti...· 0 citations
A comprehensive meta-survey that systematically analyzes, compares, and synthesizes existing survey literature on DL for intelligent communication systems offers a holistic reference that facilitates knowledge transfer across communication domains and supports the design of next-generation AI-native communication netwo...
S. Titouni, I. Messaoudene, A. Hedir et al.· Applied Sciences· 1 citation
Alzheimer’s disease (AD) is a progressive neurodegenerative disorder for which accurate and accessible screening approaches remain an important research objective. This study proposes a hybrid meta-classifier framework for handwriting-based AD classification using the DARWIN (Diagnosis AlzheimeR WIth haNdwriting) datas...
Nadhir Djeffal, S. Titouni, A. Hedir et al.· Applied Sciences· 0 citations
The rapid evolution of fifth-generation (5G) and emerging sixth-generation (6G) wireless communication systems has considerably intensified the need for high data rates, ultra-low latency, massive connectivity, and intelligent network integration. To satisfy these requirements, millimeter-wave (mmWave) bands offer larg...
