A survey on opportunistic routing in wireless communication networks

N Chakchouk - IEEE Communications Surveys & Tutorials, 2015 - ieeexplore.ieee.org
wireless routing paradigm, referred to as Opportunistic Routing. The counterpart wireless
In the following, we investigate how do recent works use learning theory to let the wireless

Parallel successive learning for dynamic distributed model training over heterogeneous wireless networks

S Hosseinalipour, S Wang, N Michelusi… - IEEE/ACM …, 2023 - ieeexplore.ieee.org
… of parallel successive learning (PSL). PSL is a foremost realization of fog learning paradigm
introduced by us in [26… 1) Modern wireless devices are capable of device-to-device (D2D) …

Learning-driven wireless communications, towards 6G

MJ Piran, DY Suh - … Computing, Electronics & Communications …, 2019 - ieeexplore.ieee.org
… In this paper, we investigated how AI can contribute to the next generation of wireless
communications. As a result, we conclude that 6G is not considered a faster 5G, but it is a …

Docitive networks: an emerging paradigm for dynamic spectrum management [dynamic spectrum management]

L Giupponi, A Galindo-Serrano… - … Communications, 2010 - ieeexplore.ieee.org
wirelesswireless networks as a paradigm to improve the learning capabilities of distributed
networks. We then apply the introduced paradigms to the IEEE 802.22 standard for wireless

A paradigm shift toward satisfaction, realism and efficiency in wireless networks resource sharing

S Papavassiliou, EE Tsiropoulou, P Promponas… - IEEE …, 2020 - ieeexplore.ieee.org
… allocation paradigms in wireless networks, by integrating risk … are commonly present in
wireless communications and networking … that can be obtained by this paradigm, both in terms of …

Evolution of wireless communication to 6g: Potential applications and research directions

MZ Asghar, SA Memon, J Hämäläinen - Sustainability, 2022 - mdpi.com
… interdisciplinary paradigms in communication is molecular communication (MC). …
learning-based solutions for wireless communication. The author of [87] presented a federated …

Machine learning meets computation and communication control in evolving edge and cloud: Challenges and future perspective

TK Rodrigues, K Suto, H Nishiyama… - … Communications …, 2019 - ieeexplore.ieee.org
… However, the need to use wireless communication and even … a network design and
communication-focused explanation of … topic and to promote this paradigm as an important tool for …

[PDF][PDF] A Deep Reinforcement Learning Paradigm for MAC layer resource allocation in dense Wireless Networks

R Ali - 2019 - smartdera.com
… In this section, the role of these categories of DL in wireless communication networks is
elaborated. Figure 3.2 summarizes the family architecture of DL techniques, models and their …

Guest Editorial Beyond Shannon Communications—A Paradigm Shift to Catalyze 6G

A Alexiou, M Debbah, M Di Renzo… - … in Communications, 2023 - ieeexplore.ieee.org
wireless communication system is proposed, where a number of active and passive RISs are
deployed to assist the communicationparadigm is proposed leveraging the deep learning

Communicate to learn at the edge

D Gündüz, DB Kurka, M Jankowski… - … Communications …, 2020 - ieeexplore.ieee.org
… the current approach that treats these problems separately, and argue for a joint
communication and learning paradigm for both the training and inference stages of edge learning. …