Application of machine learning in wireless networks: Key techniques and open issues

Y Sun, M Peng, Y Zhou, Y Huang… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
… Challenges and open issues are identified in Section IX, followed by the conclusion in …
can handle the issue of state space explosion for a wireless network providing MEC services. …

AI-enabled future wireless networks: Challenges, opportunities, and open issues

M Elsayed, M Erol-Kantarci - IEEE Vehicular Technology …, 2019 - ieeexplore.ieee.org
… on using machine-learning techniques to improve the performance of wireless networks.
In addition, we identify challenges and open issues to provide a roadmap for researchers. …

Security issues in wireless networks: An overview

S Baraković, E Kurtović, O Božanović… - 2016 XI International …, 2016 - ieeexplore.ieee.org
… Due to increased usage of wireless mobile networks and communications in our everyday …
overview of security issues, ie, attacks, vulnerabilities, and threats in wireless networks. Based …

Issues in emerging 4G wireless networks

U Varshney, R Jain - Computer, 2001 - ieeexplore.ieee.org
… Handoff delay poses another important QoS-related issue in 4G wireless networks. Although
likely to be smaller in intranetwork handoffs, the delay can be problematic in internetwork …

Reinforcement learning for context awareness and intelligence in wireless networks: Review, new features and open issues

KLA Yau, P Komisarczuk, PD Teal - … of Network and Computer Applications, 2012 - Elsevier
wireless networks. We discuss how several wireless network schemes have been approached
… RL to provide network performance enhancement, and also open issues associated with …

A tutorial on UAVs for wireless networks: Applications, challenges, and open problems

M Mozaffari, W Saad, M Bennis… - … surveys & tutorials, 2019 - ieeexplore.ieee.org
… in [53] investigated issues pertaining to routing strategies in flying UAV networks, energy
efficiency of UAVs, and seamless handover in UAV-enabled wireless networks. While these …

A survey on topology control in wireless sensor networks: Taxonomy, comparative study, and open issues

M Li, Z Li, AV Vasilakos - Proceedings of the IEEE, 2013 - ieeexplore.ieee.org
… Thus, we characterize the realistic modeling issue as open issue 2 in this paper, … open issue
2 and open issue 7, we propose the guideline of developing and using a proper networking

Energy-efficient wireless communications: tutorial, survey, and open issues

GY Li, Z Xu, C Xiong, C Yang, S Zhang… - IEEE Wireless …, 2011 - ieeexplore.ieee.org
… in wireless networks to provide high spectral efficiency (SE). However, high network
MIMO schemes are more helpful than open-loop ones to save energy is still an open issue. …

Cognitive radio-based wireless sensor networks: Conceptual design and open issues

KLA Yau, P Komisarczuk… - … Local Computer Networks, 2009 - ieeexplore.ieee.org
… these open issues. For each subsection, we describe the open issue, its importance and …
, and the performance metrics that could be improved through addressing the open issue. …

Open issues on TCP for mobile computing

V Tsaoussidis, I Matta - Wireless Communications and Mobile …, 2002 - Wiley Online Library
… presented open issues and challenges in the design of reliable transport over heterogeneous
wired/wireless networks. We discussed recent research results that expose these issues, …