Deep Learning-Based Proactive Physical Layer Handover using Cameras for Indoor Environment
KN Nguyen, K Takizawa - 2024 IEEE 21st Consumer …, 2024 - ieeexplore.ieee.org
Camera-assisted prediction-based handover has been implemented in a proactive manner
for an indoor dynamic 60 GHz radio channel. Here, our proposed deep learning model is …
for an indoor dynamic 60 GHz radio channel. Here, our proposed deep learning model is …
On the modeling and analysis of fast conditional handover for 5g-advanced
Conditional handover (CHO) is a state-of-the-art 3GPP handover mechanism used in 5G
networks. Although it improves mobility robustness by reducing mobility failures, the …
networks. Although it improves mobility robustness by reducing mobility failures, the …
An intelligent handover mechanism based on MOS predictions for real-time video conference services in mobile networks
TH Lee, LH Chang, YS Chan - Applied Sciences, 2022 - mdpi.com
In mobile networks, handover mechanisms provide fast and smooth access service for
mobile users. However, one of the main challenges in mobile networks is the handover …
mobile users. However, one of the main challenges in mobile networks is the handover …
A Handover Scheme Based on Mobility Prediction for Autonomous Moving Platforms in 5G Networks
L Zhang, X Chen, Y Ma - 2022 International Wireless …, 2022 - ieeexplore.ieee.org
In recent years, Autonomous Moving Platforms (AMP) have gradually become an essential
part of industry and life, including a variety of water, land and air mobile platforms. 5G …
part of industry and life, including a variety of water, land and air mobile platforms. 5G …
Intelligent Handover using User-Mobility Pattern Analysis for 5G Mobile Networks
M Chipta, M Uttarwar… - 2021 Conference on …, 2021 - ieeexplore.ieee.org
Millimeter Waves (mmWaves) offer gigabit data rates in fifth generation (5G) mobile
networks. The challenge however is mmWaves are highly sensitive to user mobility and …
networks. The challenge however is mmWaves are highly sensitive to user mobility and …
Handover management in 5G and beyond: A topology aware skipping approach
Network densification is foreseen as a potential solution to fulfill the 5G spectral efficiency
requirements. The spectral efficiency is improved by shrinking base stations'(BSs) footprints …
requirements. The spectral efficiency is improved by shrinking base stations'(BSs) footprints …
Performance evaluation of conditional handover in 5G systems under fading scenario
To enhance the handover performance in fifth generation (5G) cellular systems, conditional
handover (CHO) has been evolved as a promising solution. Unlike A3 based handover …
handover (CHO) has been evolved as a promising solution. Unlike A3 based handover …
Novel algorithm to reduce handover failure rate in 5G networks
V Mishra, D Das, NN Singh - 2020 IEEE 3rd 5G World Forum …, 2020 - ieeexplore.ieee.org
Ultra-reliable low latency communication (URLLC) is a key feature in 5G which requires
improved mobility performance and reliability. In future, the number of devices are going to …
improved mobility performance and reliability. In future, the number of devices are going to …
Mitigating Unnecessary Handovers in Ultra-Dense Networks through Machine Learning-based Mobility Prediction
In 5G wireless communication, Intelligent Transportation Systems (ITS) and automobile
applications, such as autonomous driving, are widely examined. These applications have …
applications, such as autonomous driving, are widely examined. These applications have …
A predictive handoff mechanism for 5G ultra dense networks
The fifth generation (5G) ultra dense network (UDN) is envisioned as a very dense
deployment of low power base stations where heterogeneous radio access technologies are …
deployment of low power base stations where heterogeneous radio access technologies are …