Enhancing Reliability in Federated mmWave Networks: A Practical and Scalable Solution using Radar-Aided Dynamic Blockage Recognition
This article introduces a new method to improve the dependability of millimeter-wave
(mmWave) and terahertz (THz) network services in dynamic outdoor environments. In these …
(mmWave) and terahertz (THz) network services in dynamic outdoor environments. In these …
Automatic handover execution technique using machine learning algorithm for heterogeneous wireless networks
N Nayakwadi, R Fatima - International Journal of Information Technology, 2021 - Springer
Integrating LTE sub-6 GHz and millimeter wave (mmWave) bands brings great benefit in
increasing communication bandwidth, reliability, and better coverage of future smart …
increasing communication bandwidth, reliability, and better coverage of future smart …
Blockage prediction using wireless signatures: Deep learning enables real-world demonstration
Overcoming the link blockage challenges is essential for enhancing the reliability and
latency of millimeter wave (mmWave) and sub-terahertz (sub-THz) communication networks …
latency of millimeter wave (mmWave) and sub-terahertz (sub-THz) communication networks …
Performance of predictive indoor mmWave networks with dynamic blockers
In this paper, we consider millimeter Wave (mmWave) technology to provide reliable
wireless network service within factories where links may experience rapid and temporary …
wireless network service within factories where links may experience rapid and temporary …
Facilitating mmWave mesh reliability in PPDR scenarios utilizing artificial intelligence
The use of advanced AR/VR applications may benefit the efficiency of collaborative public
protection and disaster relief (PPDR) missions by providing better situational awareness and …
protection and disaster relief (PPDR) missions by providing better situational awareness and …
PBPHS: a profile-based predictive handover strategy for 5G networks
J Sun, Y Zhang, M Trik - Cybernetics and Systems, 2024 - Taylor & Francis
One of the necessities of mobile networks is uninterrupted access to wireless services,
taking into account the requirements of quality of service. With the development of the fifth …
taking into account the requirements of quality of service. With the development of the fifth …
Using an Efficient Technique Based on Dynamic Learning Period for Improving Delay in AI‐Based Handover
SI Majid, SW Shah, SNK Marwat… - Mobile Information …, 2021 - Wiley Online Library
The future high‐speed cellular networks require efficient and high‐speed handover
mechanisms. However, the traditional cellular handovers are based upon measurements of …
mechanisms. However, the traditional cellular handovers are based upon measurements of …
Safehaul: Risk-averse learning for reliable mmWave self-backhauling in 6G networks
Wireless backhauling at millimeter-wave frequencies (mmWave) in static scenarios is a well-
established practice in cellular networks. However, highly directional and adaptive …
established practice in cellular networks. However, highly directional and adaptive …
Intelligent handover triggering mechanism in 5G ultra-dense networks via clustering-based reinforcement learning
Ultra-dense networks (UDNs) are considered as key 5G technologies. They provide mobile
users a high transmission rate and efficient radio resource management. However, UDNs …
users a high transmission rate and efficient radio resource management. However, UDNs …
Prediction of mmWave/THz link blockages through meta-learning and recurrent neural networks
Wireless applications that rely on links that offer high reliability depend critically on the
capability of the system to predict link quality within a given time interval. This dependence is …
capability of the system to predict link quality within a given time interval. This dependence is …