AI models for green communications towards 6G
Green communications have always been a target for the information industry to alleviate
energy overhead and reduce fossil fuel usage. In the current 5G and future 6G eras, there is …
energy overhead and reduce fossil fuel usage. In the current 5G and future 6G eras, there is …
Learning-driven wireless communications, towards 6G
MJ Piran, DY Suh - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
The fifth generation (5G) of wireless communication is in its infancy, and its evolving
versions will be launched over the coming years. However, according to exposing the …
versions will be launched over the coming years. However, according to exposing the …
Federated learning encounters 6g wireless communication in the scenario of internet of things
J Pei, S Li, Z Yu, L Ho, W Liu… - IEEE Communications …, 2023 - ieeexplore.ieee.org
The ultimate goal of Internet of Things (IoT) technology is to evolve into the Internet of
Everything. Two key elements of IoT are artificial intelligence (AI) for smart devices and the …
Everything. Two key elements of IoT are artificial intelligence (AI) for smart devices and the …
AI in 6G: Energy-efficient distributed machine learning for multilayer heterogeneous networks
MA Hossain, AR Hossain, N Ansari - IEEE Network, 2022 - ieeexplore.ieee.org
Adept network management is key for supporting extremely heterogeneous applications
with stringent quality of service (QoS) requirements; this is more so when envisioning the …
with stringent quality of service (QoS) requirements; this is more so when envisioning the …
Machine intelligence techniques for next-generation context-aware wireless networks
The next generation wireless networks (ie 5G and beyond), which would be extremely
dynamic and complex due to the ultra-dense deployment of heterogeneous networks …
dynamic and complex due to the ultra-dense deployment of heterogeneous networks …
The roadmap to 6G: AI empowered wireless networks
The recent upsurge of diversified mobile applications, especially those supported by AI, is
spurring heated discussions on the future evolution of wireless communications. While 5G is …
spurring heated discussions on the future evolution of wireless communications. While 5G is …
When deep reinforcement learning meets federated learning: Intelligent multitimescale resource management for multiaccess edge computing in 5G ultradense …
Recently, smart cities, healthcare system, and smart vehicles have raised challenges on the
capability and connectivity of state-of-the-art Internet-of-Things (IoT) devices, especially for …
capability and connectivity of state-of-the-art Internet-of-Things (IoT) devices, especially for …
Networking systems of AI: On the convergence of computing and communications
Artificial intelligence (AI) and 5G system have been two hot technical areas that are
changing the world. On the deep convergence of computing and communication, networking …
changing the world. On the deep convergence of computing and communication, networking …
6G security challenges and potential solutions
Although the fifth generation wireless networks are yet to be fully investigated, the vision and
key elements of the 6th generation (6G) ecosystem have already come into discussion. In …
key elements of the 6th generation (6G) ecosystem have already come into discussion. In …
A comprehensive survey of 6G wireless communications
While fifth-generation (5G) communications are being rolled out worldwide, sixth-generation
(6G) communications have attracted much attention from both the industry and the …
(6G) communications have attracted much attention from both the industry and the …