Predicting strongest cell on secondary carrier using primary carrier data
H Ryden, J Berglund, M Isaksson… - 2018 IEEE Wireless …, 2018 - ieeexplore.ieee.org
There is a rapid evolution in telecommunication with denser networks and systems
operating on an increasing number of frequency bands. Also in the next generation 5G …
operating on an increasing number of frequency bands. Also in the next generation 5G …
An unsupervised learning approach for performance and configuration optimization of 4G networks
Performing an efficient management of mobile networks has become an increasingly difficult
task, as these networks are becoming more complex, which results in more data to evaluate …
task, as these networks are becoming more complex, which results in more data to evaluate …
Reconfiguring cell selection in 4g/5g networks
In cellular networks, cell selection plays a critical role in providing and maintaining
ubiquitous radio access. It follows standardized procedures with operator-specific polices …
ubiquitous radio access. It follows standardized procedures with operator-specific polices …
Auric: using data-driven recommendation to automatically generate cellular configuration
Cellular service providers add carriers in the network in order to support the increasing
demand in voice and data traffic and provide good quality of service to the users. Addition of …
demand in voice and data traffic and provide good quality of service to the users. Addition of …
Joint load-driven frequency allocation and user association in dense cellular networks
Fuelled by the proliferation of smartphones, wireless traffic has experienced huge growth,
which will continue and exacerbate the capacity strain in cellular networks. Network …
which will continue and exacerbate the capacity strain in cellular networks. Network …
Inter-frequency radio signal quality prediction for handover, evaluated in 3GPP LTE
Radio resource management in cellular networks is typically based on device
measurements reported to the serving base station. Frequent measuring of signal quality on …
measurements reported to the serving base station. Frequent measuring of signal quality on …
Cell capacity prediction with traffic load effect for soft frequency reuse (SFR) technique in LTE—A network
H Hidayat, I Ridwany - 2017 11th International Conference on …, 2017 - ieeexplore.ieee.org
The next generation OFDMA-based cellular network that targeted high spectrum efficiency
requires the frequency reuse system as one of the solutions, such as a deployment needs a …
requires the frequency reuse system as one of the solutions, such as a deployment needs a …
Load & backhaul aware decoupled downlink/uplink access in 5G systems
Until the 4 th Generation (4G) cellular 3GPP systems, a user equipment's (UE) cell
association has been based on the downlink received power from the strongest base …
association has been based on the downlink received power from the strongest base …
Dynamic spectrum allocation following machine learning-based traffic predictions in 5G
The popularity of mobile broadband connectivity continues to grow and thus, the future
wireless networks are expected to serve a very large number of users demanding a huge …
wireless networks are expected to serve a very large number of users demanding a huge …
Anticipating mobile radio networks key performance indicators with transfer learning
C Parera, AEC Redondi, M Cesana… - 2021 16th Annual …, 2021 - ieeexplore.ieee.org
The use of artificial intelligence is foreseen to be pervasive in future mobile radio networks,
enabling dynamic and proactive radio resource provisioning and allocation as well as end …
enabling dynamic and proactive radio resource provisioning and allocation as well as end …