Machine learning-based load balancing algorithms in future heterogeneous networks: A survey
The massive growth of mobile users and the essential need for high communication service
quality necessitate the deployment of ultra-dense heterogeneous networks (HetNets) …
quality necessitate the deployment of ultra-dense heterogeneous networks (HetNets) …
Evolution towards fifth generation (5G) wireless networks: Current trends and challenges in the deployment of millimetre wave, massive MIMO, and small cells
The exponential increase in mobile data traffic is considered to be a critical driver towards
the new era, or 5G, of mobile wireless networks. 5G will require a paradigm shift that …
the new era, or 5G, of mobile wireless networks. 5G will require a paradigm shift that …
[HTML][HTML] Handover and load balancing self-optimization models in 5G mobile networks
The need for load balancing will be more significant in fifth generation mobile network and
beyond due to the massive upsurge in the quantity of users and rising use of small cell sizes …
beyond due to the massive upsurge in the quantity of users and rising use of small cell sizes …
Ultra-low latency mobile networking
Mobile networking to achieve the ultra-low latency goal of 1 msec enables massive
operation of autonomous vehicles and other intelligent mobile machines, and emerges as …
operation of autonomous vehicles and other intelligent mobile machines, and emerges as …
Energy-efficient power allocation and user selection for mmWave-NOMA transmission in M2M communications underlaying cellular heterogeneous networks
Non-orthogonal multiple access (NOMA) and millimeter-wave (mmWave) communication
are two important technologies considered for the fifth generation (5G) of mobile networks. In …
are two important technologies considered for the fifth generation (5G) of mobile networks. In …
Cognitive radio networks: The spectrum supply chain paradigm
S Haykin, P Setoodeh - IEEE Transactions on Cognitive …, 2015 - ieeexplore.ieee.org
Cognitive radio provides a basis for addressing the practical issue of spectrum scarcity. This
issue has been raised due to the continuing advances in wireless technology, which has led …
issue has been raised due to the continuing advances in wireless technology, which has led …
Resource optimization with load coupling in multi-cell NOMA
Optimizing non-orthogonal multiple access (NOMA) in multi-cell scenarios is much more
challenging than the single-cell case because inter-cell interference must be considered …
challenging than the single-cell case because inter-cell interference must be considered …
Machine learning–based mobility robustness optimization under dynamic cellular networks
In this paper, we propose a machine learning-based mobility robustness optimization
algorithm to optimize handover parameters for seamless mobility under dynamic small-cell …
algorithm to optimize handover parameters for seamless mobility under dynamic small-cell …
Geometry-based analysis of optimal handover parameters for self-organizing networks
Handover failure and **-pongs are the common thorny issues in modern mobile networks.
While handover failures caused by radio link failure (RLF) significantly reduces the reliability …
While handover failures caused by radio link failure (RLF) significantly reduces the reliability …
Concurrent optimization of coverage, capacity, and load balance in HetNets through soft and hard cell association parameters
Ultradense heterogeneous networks (HetNets) are emerging as an inevitable approach to
tackle the capacity crunch in cellular networks. However, imbalanced load among small and …
tackle the capacity crunch in cellular networks. However, imbalanced load among small and …