[HTML][HTML] Optimizing cell selection for data services in mm-waves spectrum through enhanced extreme gradient boosting
This paper proposes a supervised learning based cell selection/reselection prediction
technique incorporating ensembles, and is reinforced by readily available lasso and ridge …
technique incorporating ensembles, and is reinforced by readily available lasso and ridge …
An MDP model for optimal handover decisions in mmWave cellular networks
The new frontier in cellular networks is harnessing the enormous spectrum available at
millimeter wave (mmWave) frequencies above 28 GHz. The challenging radio propagation …
millimeter wave (mmWave) frequencies above 28 GHz. The challenging radio propagation …
Uplink performance analysis for millimeter wave cellular networks with clustered users
The upcoming wireless cellular networks will make use of higher segments of the frequency
spectrum, ie, millimeter wave (MMW) bands, for enabling extremely high data rates to …
spectrum, ie, millimeter wave (MMW) bands, for enabling extremely high data rates to …
Cell discovery based on historical user's location in mmWave 5G
By 2020, the global mobile data traffic will reach 30.6 exabytes per month. Hence,
microwave bands will become saturated and insufficient to deliver that increment of data …
microwave bands will become saturated and insufficient to deliver that increment of data …
Millimeter-wave evolution for 5G cellular networks
K Sakaguchi, GK Tran, H Shimodaira… - IEICE Transactions …, 2015 - search.ieice.org
Triggered by the explosion of mobile traffic, 5G (5th Generation) cellular network requires
evolution to increase the system rate 1000 times higher than the current systems in 10 years …
evolution to increase the system rate 1000 times higher than the current systems in 10 years …
Fast cell discovery in mm-wave 5G networks with context information
The exploitation of mm-wave bands is one of the key-enabler for 5G mobile radio networks.
However, the introduction of mm-wave technologies in cellular networks is not …
However, the introduction of mm-wave technologies in cellular networks is not …
[HTML][HTML] Adaptive cell selection algorithm for balancing cell loads in 5G heterogeneous networks
Heterogeneous networks (HetNets) are a promising solution for managing the exponential
increase in the number of mobile users while maintaining high data rates and coverage …
increase in the number of mobile users while maintaining high data rates and coverage …
Computationally intelligent techniques for resource management in mmwave small cell networks
Ultra densification in HetNets and the advent of mmWave technology for 5G networks have
led researchers to redesign the existing resource management techniques. A salient feature …
led researchers to redesign the existing resource management techniques. A salient feature …
Compressed sensing-based pilot assignment and reuse for mobile UEs in mmWave cellular systems
Technologies for millimeter wave (mmWave) communication are at the forefront of
investigations in both industry and academia, as the mmWave band offers the promise of …
investigations in both industry and academia, as the mmWave band offers the promise of …
AI-Assisted Joint Search Approach for mmwave Cell Discovery Using Sparse MDT Data
High signal directivity and sensitivity to blockages make the mmWave base-station (BS)
discovery a challenging problem in emerging networks. Existing solutions that rely on the …
discovery a challenging problem in emerging networks. Existing solutions that rely on the …