Efficient handover protocol for 5G and beyond networks

VO Nyangaresi, AJ Rodrigues - Computers & Security, 2022 - Elsevier
The fifth generation (5G) and beyond 5G (B5G) networks offer ultra-low latencies, higher
reliability, scalability, data rates and capacities to support applications such as vehicular …

An efficient handover mechanism for 5G networks using hybridization of LSTM and SVM

G Kaur, RK Goyal, R Mehta - Multimedia Tools and Applications, 2022 - Springer
Mobile devices can access the internet through different wireless interfaces such as wireless
fidelity (WiFi), worldwide interoperability for microwave access (WiMAX), and cellular …

[HTML][HTML] Proactive handover decision for UAVs with deep reinforcement learning

Y Jang, SM Raza, M Kim, H Choo - Sensors, 2022 - mdpi.com
The applications of Unmanned Aerial Vehicles (UAVs) are rapidly growing in domains such
as surveillance, logistics, and entertainment and require continuous connectivity with …

Deep mobile path prediction with shift-and-join and carry-ahead

H Yang, SM Raza, M Kim… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Importance of user mobility has rapidly increased in 5G due to reduced cell sizes,
management of Multi-access Edge Computing (MEC), and ultra-low latency services …

ipaas: Intelligent paging as a service

B Kim, SM Raza, H Yang, R Challa, DT Le… - IEEE …, 2022 - ieeexplore.ieee.org
Paging is a critical operation in 5G mobile networks for localization of User Equipment (UE)
in idle mode. Current multistep paging method increases the signaling exponentially and …

Improved gan with fact forcing for mobility prediction

SM Raza, B Jang, H Yang, M Kim, H Choo - Journal of Network and …, 2022 - Elsevier
Mobility prediction based on users movement history is a prerequisite for proactive mobility
and several other management operations in wireless networks. Recent Deep Learning …

Intelligent target cell selection algorithm for low latency 5G networks

VO Nyangaresi, MA Al Sibahee, ZA Abduljabbar… - … : Selected Papers from …, 2022 - Springer
Security and efficiency during the handover process are critical challenges in 5G
heterogeneous networks owing to its strict low latency and security requirements. The 5G …

[PDF][PDF] Secure handover protocol for high speed 5G networks

VO Nyangaresi, AJ Rodrigues… - Int. J. Advanced …, 2020 - academia.edu
--------------------------------------------------------------ABSTRACT------------------------------------------------
--------------------The motivations behind 5G networks include seamless handovers, higher …

MoGAN: GAN based next PoA selection for proactive mobility management

B Jang, SM Raza, M Kim, H Choo - 2020 IEEE 28th …, 2020 - ieeexplore.ieee.org
Current reactive mobility management in cellular networks becomes a bottleneck for ultra-
low latency 5G services and severely degrades the QoS. To satisfy the ultra-low latency …

무선 네트워크 환경에서의 생성적 적대 신경망 기반 이 동성 예측 모델

장보윤, 김문성, 추현승 - 한국정보처리학회 학술대회논문집, 2020 - kiss.kstudy.com
초저지연성을 요구하는 5G 네트워크 환경에서 기기의 핸드오버를 능동적으로 조절하는
시스템의 중요성이 대두되고 있으며, 특히 핸드오버 시 기기의 이동성을 예측하는 것은 …