Cell selection in two-tier femtocell networks using Q-learning algorithm

X Tan, X Luan, Y Cheng, A Liu… - … Conference on Advanced …, 2014 - ieeexplore.ieee.org
Next-generation wireless networks will generate a heterogeneous network with micro base
station (MBS) and femtocells where cell selection becomes crucial for balancing the …

Beamforming optimization in internet of things applications using robust swarm algorithm in conjunction with connectable and collaborative sensors

MZ Hasan, H Al-Rizzo - Sensors, 2020 - mdpi.com
The integration of the Internet of Things (IoT) with Wireless Sensor Networks (WSNs)
typically involves multihop relaying combined with sophisticated signal processing to serve …

Optimization based multi-objective weighted clustering for remote monitoring system in WSN

TM Thekkil, N Prabakaran - Wireless Personal Communications, 2021 - Springer
Abstract Wireless Sensor Network (WSN) is generally considered as a standout amongst the
most critical advancements for the twenty-first century, it normally comprises multifunctional …

On Pareto-Koopmans efficiency for performance-driven optimisation in Self-Organising Networks

H Peyvandi, A Imran, MA Imran… - IET Intelligent Signal …, 2013 - ieeexplore.ieee.org
In this paper, a novel Multi-Objective Optimisation (MOO) method has been introduced for
Self-Organising Networks (SONs). Meta-heuristic algorithms based on Simulated Annealing …

Energy-efficient clustering method for wireless sensor networks using modified gravitational search algorithm

S Ebrahimi Mood, MM Javidi - Evolving systems, 2020 - Springer
Past decades have witnessed the advancement of wireless sensor networks (WSNs) in both
academic and industrial communities. Clustering is one of the most popular methods to …

Femtocell outage detection in multi-tiered networks using LSTM

HT Oğuz, A Kalaycioğlu… - 2019 11th International …, 2019 - ieeexplore.ieee.org
Self Organizing Networks (SONs) are considered as one of the key features for automation
of network management in new generation of mobile communications. The upcoming fifth …

Improving cell outage management through data analysis

I de la Bandera, P Munoz, I Serrano… - IEEE Wireless …, 2017 - ieeexplore.ieee.org
Self-organizing networks (SONs) are an important feature for network management
automation in the new generation of mobile communications. While SONs have been …

Swarm intelligence-based performance optimization for mobile wireless sensor networks: survey, challenges, and future directions

L Cao, Y Cai, Y Yue - IEEE Access, 2019 - ieeexplore.ieee.org
Network performance optimization has always been one of the important research subjects
in mobile wireless sensor networks. With the expansion of the application field of MWSNs …

Adaptive Q-learning cell selection method for open-access femtocell networks: Multi-user case

C Dhahri, T Ohtsuki - IEICE Transactions on Communications, 2014 - search.ieice.org
Open-access femtocell networks assure the cellular user of getting a better and stronger
signal. However, due to the small range of femto base stations (FBSs), any motion of the …

[图书][B] 5G heterogeneous networks: Self-organizing and optimization

B Rong, X Qiu, M Kadoch, S Sun, W Li - 2016 - Springer
The wireless industry has already been preparing for the emerging fifth-generation (5G)
standards in recent years. A 5G system is featured by (1) addressing the demands and …