Machine learning for large-scale optimization in 6g wireless networks
The sixth generation (6G) wireless systems are envisioned to enable the paradigm shift from
“connected things” to “connected intelligence”, featured by ultra high density, large-scale …
“connected things” to “connected intelligence”, featured by ultra high density, large-scale …
Federated multi-agent deep reinforcement learning (fed-madrl) for dynamic spectrum access
Dynamic spectrum access (DSA) has been introduced as a promising technology that allows
a secondary system to access the licensed spectrum of the primary system to improve …
a secondary system to access the licensed spectrum of the primary system to improve …
Toward ubiquitous and intelligent 6G networks: From architecture to technology
The sixth-generation (6G) network is envisioned to support growing Internet connections
with the requirements of higher transmission rate, higher reliability, lower latency, etc. While …
with the requirements of higher transmission rate, higher reliability, lower latency, etc. While …
Intelligent-CW: AI-based framework for controlling contention window in WLANs
AHY Abyaneh, M Hirzallah… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
The heterogeneity of technologies that operate over the unlicensed 5 GHz spectrum, such
as LTE-Licensed-AssistedAccess (LAA), 5G New Radio Unlicensed (NR-U), and WiFi, calls …
as LTE-Licensed-AssistedAccess (LAA), 5G New Radio Unlicensed (NR-U), and WiFi, calls …
智能无线通信技术研究概况
梁应敞， 谭俊杰 - 通信学报, 2020 - infocomm-journal.com
近年来, 人工智能技术已被应用于无线通信领域, 以解决传统无线通信技术面对信息爆炸和万物
互联等新发展趋势所遇到的瓶颈问题. 首先介绍深度学习, 深度强化学习和联邦学习三类具有 …
互联等新发展趋势所遇到的瓶颈问题. 首先介绍深度学习, 深度强化学习和联邦学习三类具有 …
[PDF][PDF] 基于深度学习的物理层无线通信技术: 机遇与挑战
桂冠， 王禹， 黄浩 - Journal on Communication/Tongxin …, 2019 - infocomm-journal.com
对无线通信系统的高可靠性与超高容量需求促进了第五代移动通信(5G) 的发展, 然而,
随着通信系统的日益复杂, 现有的物理层无线通信技术难以满足这些高的性能需求. 目前 …
随着通信系统的日益复杂, 现有的物理层无线通信技术难以满足这些高的性能需求. 目前 …