Proactive resource management for LTE in unlicensed spectrum: A deep learning perspective

U Challita, L Dong, W Saad - IEEE transactions on wireless …, 2018 - ieeexplore.ieee.org
Performing cellular long term evolution (LTE) communications in unlicensed spectrum using
licensed assisted access LTE (LTE-LAA) is a promising approach to overcome wireless …

Intelligent sharing for LTE and WiFi systems in unlicensed bands: A deep reinforcement learning approach

J Tan, L Zhang, YC Liang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Operating LTE networks in unlicensed bands together with legacy WiFi systems is deemed
as a promising technique to support explosively growing mobile traffic. In conventional …

Rethinking mobile data offloading for LTE in unlicensed spectrum

Q Chen, G Yu, A Maaref, GY Li… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Traditional mobile data offloading transfers cellular users to WiFi networks to relieve the
cellular system from the pressure of the ever-increasing data traffic load. However, the …

Reinforcement learning for licensed-assisted access of LTE in the unlicensed spectrum

N Rupasinghe, İ Güvenç - 2015 IEEE Wireless …, 2015 - ieeexplore.ieee.org
In order to coexist with the WiFi systems in the unlicensed spectrum, Long Term Evolution
(LTE) networks can utilize periodically configured transmission gaps. In this paper …

Opportunistic coexistence of LTE and WiFi for future 5G system: Experimental performance evaluation and analysis

S Xu, Y Li, Y Gao, Y Liu, H Gačanin - Ieee Access, 2017 - ieeexplore.ieee.org
To alleviate the problem of scarce spectrum resources and meet the ever-increasing of
mobile broadband data traffic demands, Licensed Assisted Access (LAA)-Long Term …

Proportional fairness-based resource allocation for LTE-U coexisting with Wi-Fi

H He, H Shan, A Huang, LX Cai, TQS Quek - IEEE Access, 2016 - ieeexplore.ieee.org
To further boost the performance of LTE to meet the ever-increasing mobile traffic demand in
a cost-effective way, applying LTE in unlicensed spectrum, known as LTE-U technology, is …

LTE-unlicensed: The future of spectrum aggregation for cellular networks

R Zhang, M Wang, LX Cai, Z Zheng… - IEEE Wireless …, 2015 - ieeexplore.ieee.org
The phenomenal growth of mobile data demand has brought about increasing scarcity in
available radio spectrum. Meanwhile, mobile customers pay more attention to their own …

Efficient coexistence of LTE with WiFi in the licensed and unlicensed spectrum aggregation

A Galanopoulos, F Foukalas… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
The exploitation of unlicensed bands by the LTE-advanced (LTE-A) system has become a
reality through the proposal of licensed assisted access (LAA) that relies on the carrier …

A Q-learning scheme for fair coexistence between LTE and Wi-Fi in unlicensed spectrum

V Maglogiannis, D Naudts, A Shahid, I Moerman - IEEE Access, 2018 - ieeexplore.ieee.org
During the last years, the growth of wireless traffic pushed the wireless community to search
for solutions that can assist in a more efficient management of the spectrum. Toward this …

Regret based learning for UAV assisted LTE-U/WiFi public safety networks

D Athukoralage, I Guvenc, W Saad… - 2016 IEEE Global …, 2016 - ieeexplore.ieee.org
Broadband wireless communication is of critical importance during public safety scenarios
as it facilitates situational awareness capabilities for first responders and victims. In this …