10 citations · 13 across the 4 of their papers we have counts for
4 papers · 1 filter
Energy Vision--Language--Action: A Controlled Multimodal Benchmark for Intent-Conditioned Residential Energy Management
Lyes Saad Saoud, Oualid Doukhi, Ehsan Reihani +4
Vision-Language-Action (VLA) models are studied mainly in robotics, where visual observations and language instructions are mapped to physical actions. This paper introduces Energy…
Beyond Dead Reckoning: A Point of View on Camera--DAS--GNSS Continuity in Road Tunnels
Lyes Saad Saoud, Hesham A. Rakha, Mona Jaber +1
Road tunnels remove satellite visibility where connected and automated vehicles still require continuous, attributable, and integrity-bounded positioning. This Point of View argues…
DISCO: Distributed Spectrum Compliance and Orchestration for Scalable IoT Coexistence
Lyes Saad Saoud, Moussa Ayyash
Massive Internet of Things (IoT) deployments increasingly share spectrum with incumbent, licensed, and unlicensed systems under uncertain traffic, fading, mobility, and intermitten…
Integrity-Gated Eco-CACC: Epistemic Admissibility for Cooperative Driving at Signalized Intersections
Lyes Saad Saoud, Moussa Ayyash
Eco-Cooperative Adaptive Cruise Control (Eco-CACC) systems rely on accurate localization, signal timing, and interaction awareness to optimize energy consumption at signalized inte…