An overview of massive MIMO localization techniques in wireless cellular networks: Recent advances and outlook

O Alamu, B Iyaomolere, A Abdulrahman - Ad Hoc Networks, 2021 - Elsevier
The massive multiple-input-multiple-output (mMIMO) antenna systems are well known for
their capability to achieve high spectral efficiency in wireless communication systems thanks …

Data-driven resource management for ultra-dense small cells: An affinity propagation clustering approach

LC Wang, SH Cheng - IEEE Transactions on Network Science …, 2018 - ieeexplore.ieee.org
Deploying dense small cells is the key to providing high capacity, but raise the serious issue
of energy consumption and inter-cell interference. To understand the behaviors of ultra …

SMART: Coordinated double-sided seal bid multiunit first price auction mechanism for cloud-based TVWS secondary spectrum market

AH Kelechi, NF Abdullah, R Nordin, M Ismail - IEEE Access, 2017 - ieeexplore.ieee.org
Spectrum trading is an important aspect of television white space (TVWS) and it is driven by
the failure of spectrum sensing techniques. In spectrum trading, the primary users lease their …

QoE-aware Q-learning based approach to dynamic TDD uplink-downlink reconfiguration in indoor small cell networks

CH Tsai, KH Lin, HY Wei, FM Yeh - Wireless Networks, 2019 - Springer
The continuing rise of the amount of mobile traffic is daunting, but the deploying of indoor
small cells provides exciting opportunities to boost network capacity, extend cell coverage …

Scheduling and adaptive resource allocation on icic with testbed implementation

CH Lee, KW Cheng, KH Lin… - 2018 27th Wireless and …, 2018 - ieeexplore.ieee.org
Inter-Cell Interference Coordination (ICIC) is introduced to mitigate interference at cell-edge
User Equipments (UE). A variety of ICIC approaches were proposed in previous literature …

資料驅動資源管理技術於動態小型基地台之研究

SH Cheng - 交通大學電機工程系所學位論文, 2018 - airitilibrary.com
In this dissertation, we present a data-driven Bi-adaptive Self Organizing Network (Bi-SON)
for operator deployed ultra-dense small cell (UDSC) network, which can improve energy …

Deep q-network based adaptive resource allocation with user grouping on icic

CH Lee, KH Lin, HY Wei - 2019 IEEE 89th Vehicular …, 2019 - ieeexplore.ieee.org
In cellular networks, inter-cell interference is the main factor in the reduction of service
quality for users, so intercell interference coordination (ICIC) has been widely studied to …

Density-aware Dynamic Mobile Networks: Opportunities and Challenges

E Onur, S Mollahasani, A Eroğlu… - arXiv preprint arXiv …, 2017 - arxiv.org
We experience a major paradigm change in mobile networks. The infrastructure of cellular
networks becomes mobile as it is densified by using mobile and nomadic small cells to …