Wireless communications in the era of big data
The rapidly growing wave of wireless data service is pushing against the boundary of our
communication network's processing power. The pervasive and exponentially increasing …
communication network's processing power. The pervasive and exponentially increasing …
[HTML][HTML] Machine learning and intelligent communications
XL Huang, X Ma, F Hu - Mobile Networks and Applications, 2018 - Springer
Along with the fast developing of mobile communications technologies, the amount of high
quality wireless services is required and increasing exponentially. According to the …
quality wireless services is required and increasing exponentially. According to the …
Deep learning in mobile and wireless networking: A survey
The rapid uptake of mobile devices and the rising popularity of mobile applications and
services pose unprecedented demands on mobile and wireless networking infrastructure …
services pose unprecedented demands on mobile and wireless networking infrastructure …
Wireless big data: transforming heterogeneous networks to smart networks
Abstract In HetNets (Heterogeneous Networks), each network is allocated with fixed
spectrum resource and provides service to its assigned users using specific RAT (Radio …
spectrum resource and provides service to its assigned users using specific RAT (Radio …
Scalable learning paradigms for data-driven wireless communication
The marriage of wireless big data and machine learning techniques revolutionizes wireless
systems by introducing data-driven philosophy. However, the ever exploding data volume …
systems by introducing data-driven philosophy. However, the ever exploding data volume …
Exploiting mobile big data: Sources, features, and applications
The worldwide rollout of 4G LTE mobile communication networks has accelerated the
proliferation of the mobile Internet and spurred a new wave of mobile applications on …
proliferation of the mobile Internet and spurred a new wave of mobile applications on …
AI-enabled future wireless networks: Challenges, opportunities, and open issues
M Elsayed, M Erol-Kantarci - IEEE Vehicular Technology …, 2019 - ieeexplore.ieee.org
An expected plethora of demanding services and use cases mandates a revolutionary shift
in the way future wireless network resources are managed. Indeed, when application …
in the way future wireless network resources are managed. Indeed, when application …
Artificial intelligence for 6G networks: Technology advancement and standardization
With the deployment of 5G networks, standards organizations have started working on the
design phase for 6G networks. 6G networks will be immensely complex, requiring more …
design phase for 6G networks. 6G networks will be immensely complex, requiring more …
Mining mobile intelligence for wireless systems: a deep neural network approach
H Hu, Z Liu, J An - IEEE Computational Intelligence Magazine, 2020 - ieeexplore.ieee.org
Wireless big data contain valuable information on users' behaviors and preferences, which
can drive the design and optimization for wireless systems. The fundamental issue is how to …
can drive the design and optimization for wireless systems. The fundamental issue is how to …
Big data analytics in mobile cellular networks
Mobile cellular networks have become both the generators and carriers of massive data. Big
data analytics can improve the performance of mobile cellular networks and maximize the …
data analytics can improve the performance of mobile cellular networks and maximize the …