Received signal strength prediction based multi-connectivity handover scheme for ultra-dense networks

F Zhao, H Tian, G Nie, H Wu - 2018 24th Asia-Pacific …, 2018 - ieeexplore.ieee.org
… the academy and industrial, especially in Ultra-Dense Networks (UDN) where the user is …
more signal overhead. To overcome this problem, a received signal strength (RSS) prediction

Regression-based uplink interference identification and SINR prediction for 5G ultra-dense network

Y Guo, C Hu, T Peng, H Wang… - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
… for wireless network, ultra-dense network (UDN) is a promising solution [3] and it had
already become one of the key networking mode in the fifth generation (5G) network. Network

Proactive mobility management with trajectory prediction based on virtual cells in ultra-dense networks

Q Liu, G Chuai, J Wang, J Pan - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… Abstract—Ultra-dense networking (UDN) is a promising technology to improve the network
capacity … the next serving base stations by the sequences of Received Signal Strength (RSS). …

Ultra-dense networks: A survey

M Kamel, W Hamouda… - … Communications surveys & …, 2016 - ieeexplore.ieee.org
… Successful prediction of the popular content has a two-fold gain, efficient use of storage …
tion based on the signal strength or the signal quality is far from the optimal operation of the …

Ultra-dense networks: Survey of state of the art and future directions

W Yu, H Xu, H Zhang, D Griffith… - … and networks (ICCCN), 2016 - ieeexplore.ieee.org
… can be fairly favored and the network traffic can be balanced. The drawback of RSRP-based
prediction is that the signal power is not equal to the signal quality. For example, consider …

[图书][B] Ultra-dense Networks for 5G and beyond: Modelling, Analysis, and Applications

TQ Duong, X Chu, HA Suraweera - 2019 - books.google.com
… These predictions have raised alarm to … ultra-dense network deployment. These technical
challenges need to be addressed in order to exploit the true potential of ultra-dense networks. …

Mobility prediction-based autonomous proactive energy saving (AURORA) framework for emerging ultra-dense networks

H Farooq, A Asghar, A Imran - … and Networking, 2018 - ieeexplore.ieee.org
… However, the ultra-dense deployments of SCs is on direct collision path with the … network
energy that "always ON" small cells are bound to consume in an Ultra Dense Network (UDN). In …

High-efficiency device localization in 5G ultra-dense networks: Prospects and enabling technologies

A Hakkarainen, J Werner, M Costa… - 2015 IEEE 82nd …, 2015 - ieeexplore.ieee.org
… 5G ultra-dense small cell networks. We also offer some insight for data fusion and location
prediction … from the received signal strength (RSS) of an uplink pilot signal with known transmit …

Energy-efficient ultra-dense network using LSTM-based deep neural networks

S Kim, J Son, B Shim - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
ULTRA-DENSE NETWORK SYSTEM A. System Model of Ultra-Dense Network In this …
When compared to the conventional cellular networks in which a single BS serves whole mobiles …

A neural network based conflict-graph construction approach for ultra-dense networks

J Cao, X Liu, W Dong, T Peng, R Duan… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
… of the predicted SINR value as the edge weight of the constructed conflict-graph in this
paper because each user has a different tolerance for interference since the received signal