Enhancing road safety through advanced predictive analytics in V2X communication networks
FAM Al-Yarimi - Computers and Electrical Engineering, 2024 - Elsevier
Abstract" SafeRouteX," which stands for" Enhancing Road Safety through Advanced
Predictive Analytics in V2X Communication Networks," is a novel approach to Vehicle-to …
Predictive Analytics in V2X Communication Networks," is a novel approach to Vehicle-to …
Stochastic Model-Based Deep Learning for Constrained Optimization of IEEE 802.11 Vehicular Communication Systems
IEEE 802.11 communication systems have been extensively investigated for improving
vehicular road safety. However, dynamic vehicular environments and various safety …
vehicular road safety. However, dynamic vehicular environments and various safety …
Bayesian Constrained Optimization of IEEE 802.11 VANET for Safety Applications
IEEE 801.11 p/bd based Vehicular Ad Hoc Networks (VANETs) have been introduced to
improve road safety that involves message broadcasts with low transmission latency and …
improve road safety that involves message broadcasts with low transmission latency and …
[PDF][PDF] Constrained Bayesian Optimization of VANET Safety Messaging Using Deep Learning Neural Networks
AS Wright, SJ Philip, X Ma - … (ICNC 2024), Big Island, Hawaii, USA, 2024 - conf-icnc.org
Bayesian optimization has been used for the global optimization of communication
parameters of Vehicular Ad Hoc Networks (VANETs) for safety applications with stringent …
parameters of Vehicular Ad Hoc Networks (VANETs) for safety applications with stringent …
Deep Learning based Modeling of Wireless Communication Channel with Fading
L Youngmin, M Xiaomin, LSID Andrew… - arXiv preprint arXiv …, 2023 - arxiv.org
In the realm of wireless communication, stochastic modeling of channels is instrumental for
the assessment and design of operational systems. Deep learning neural networks (DLNN) …
the assessment and design of operational systems. Deep learning neural networks (DLNN) …
Modeling of Time-varying Wireless Communication Channel with Fading and Shadowing
L Youngmin, M Xiaomin, LSID Andrew - arXiv preprint arXiv:2405.08199, 2024 - arxiv.org
The real-time quantification of the effect of a wireless channel on the transmitting signal is
crucial for the analysis and the intelligent design of wireless communication systems for …
crucial for the analysis and the intelligent design of wireless communication systems for …