Application of machine learning in wireless networks: Key techniques and open issues
As a key technique for enabling artificial intelligence, machine learning (ML) is capable of
solving complex problems without explicit programming. Motivated by its successful …
solving complex problems without explicit programming. Motivated by its successful …
Ultrareliable and low-latency wireless communication: Tail, risk, and scale
Ensuring ultrareliable and low-latency communication (URLLC) for 5G wireless networks
and beyond is of capital importance and is currently receiving tremendous attention in …
and beyond is of capital importance and is currently receiving tremendous attention in …
Wireless backhauling of 5G small cells: Challenges and solution approaches
U Siddique, H Tabassum, E Hossain… - IEEE Wireless …, 2015 - ieeexplore.ieee.org
Dense deployment of small cells over traditional macrocells is considered as a key enabling
technique for the emerging 5G cellular networks. However, a fundamental challenge is to …
technique for the emerging 5G cellular networks. However, a fundamental challenge is to …
[HTML][HTML] Knowledge-defined networking: Applications, challenges and future work
Future 6G wireless communication systems are expected to feature intelligence and
automation. Knowledge-defined networking (KDN) is an evolutionary step toward …
automation. Knowledge-defined networking (KDN) is an evolutionary step toward …
Joint downlink cell association and bandwidth allocation for wireless backhauling in two-tier HetNets with large-scale antenna arrays
The problem of joint downlink cell association (CA) and wireless backhaul bandwidth
allocation (WBBA) in two-tier cellular heterogeneous networks (HetNets) is investigated …
allocation (WBBA) in two-tier cellular heterogeneous networks (HetNets) is investigated …
Analysis of massive MIMO-enabled downlink wireless backhauling for full-duplex small cells
H Tabassum, AH Sakr, E Hossain - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Recent advancements in self-interference (SI) cancellation capability of low-power wireless
devices motivate in-band full-duplex (FD) wireless backhauling in small cell networks …
devices motivate in-band full-duplex (FD) wireless backhauling in small cell networks …
Echo state networks for self-organizing resource allocation in LTE-U with uplink–downlink decoupling
Uplink-downlink decoupling in which users can be associated to different base stations in
the uplink and downlink of heterogeneous small cell networks (SCNs) has attracted …
the uplink and downlink of heterogeneous small cell networks (SCNs) has attracted …
Network-aided intelligent traffic steering in 6g O-RAN: A multi-layer optimization framework
To enable an intelligent, programmable and multi-vendor radio access network (RAN) for 6G
networks, considerable efforts have been made in standardization and development of open …
networks, considerable efforts have been made in standardization and development of open …
Downlink spectrum allocation for in-band and out-band wireless backhauling of full-duplex small cells
U Siddique, H Tabassum… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In-band full-duplex (IBFD) backhauling is a potential technique for wireless backhauling of
small cells that allows the use of same spectrum for the backhaul and access links of the …
small cells that allows the use of same spectrum for the backhaul and access links of the …
Performance analysis of wireless mesh backhauling using intelligent reflecting surfaces
This paper considers the deployment of intelligent reflecting surfaces (IRSs) technology for
wireless multi-hop backhauling of multiple basestations (BSs) connected in a mesh …
wireless multi-hop backhauling of multiple basestations (BSs) connected in a mesh …