Deep learning for intelligent wireless networks: A comprehensive survey

Q Mao, F Hu, Q Hao - IEEE Communications Surveys & …, 2018 - ieeexplore.ieee.org
As a promising machine learning tool to handle the accurate pattern recognition from
complex raw data, deep learning (DL) is becoming a powerful method to add intelligence to …

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 …

Artificial intelligence in 5G technology: A survey

MEM Cayamcela, W Lim - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
A fully operative and efficient 5G network cannot be complete without the inclusion of
artificial intelligence (AI) routines. Existing 4G networks with all-IP (Internet Protocol) …

A game-theoretic approach for fair coexistence between LTE-U and Wi-Fi systems

AK Bairagi, NH Tran, W Saad, Z Han… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
LTE over unlicensed band (LTE-U) has emerged as an effective technique to overcome the
challenge of spectrum scarcity. Using LTE-U along with advanced techniques such as …

Opportunistic resource scheduling for LTE-unlicensed with hybrid communications modes

X Huang, C Cao, Y Li, Q Chen - IEEE Access, 2018 - ieeexplore.ieee.org
The rapidly increasing amounts of mobile traffic have brought new challenges on the limited
spectrum resource. LTE on the unlicensed band, namely, LTE-U, under the carrier …

A survey on long term evolution scheduling in data mining

D Mohan, GM Amalanathan - Wireless Personal Communications, 2018 - Springer
Scheduling procedures implemented in wireless networks consists of varied workflows such
as resource allocation, channel gain improvement, and reduction in packet arrival delay …

Deep learning based efficient channel allocation algorithm for next generation cellular networks

D Sreenivasulu, PV Krishna - Programming and Computer Software, 2018 - Springer
The usage of mobile nodes is increasing very rapidly and so it is very essential to have an
efficient channel allocation procedure for the next generation cellular networks. It is very …

Distributed algorithms for optimized resource management of LTE in unlicensed spectrum and UAV-enabled wireless networks

U Challita - 2018 - era.ed.ac.uk
Next-generation wireless cellular networks are morphing into a massive Internet of Things
(IoT) environment that integrates a heterogeneous mix of wireless-enabled devices such as …

[引用][C] IoT 환경에서의강화학습을활용한우선순위기반채널접근방안의최적화

김범석 - 한국정보과학회학술발표논문집, 2018 - dbpia.co.kr
요 약최근 기반의 다양한 응용에 대한 관심이 높아지고 있으며 이에 따라 상이한 통 IoT (Internet
of Things), 신기기를 활용한 서비스 개발에 대한 시도가 다방면에서 이루어지고 있다 이러한 …