过去一年中添加的文章,按日期排序

Reinforcement Learning algorithms for IoT communications over uncoordinated access channels

C CAVALAGLI - thesis.unipd.it
2 天前 - … An uncoordinated communication protocol based on slotted ALOHA is adopted,
with … the paradigm of Reinforcement Learning, this thesis proposes and evaluates a Q-learning

Resource-efficient Configuration of RIS-aided Communication Systems under Discrete Phase-shifts and User Mobility

PHC De Souza, M Khazaee… - … on Communications, 2024 - ieeexplore.ieee.org
3 天前 - … ogy is ushering in a new paradigm for wireless communication systems. It provides
an … obtained by machine learning algorithms in wireless communications, it leverages …

Semantic Communications for Speech Transmission

Z Weng - 2024 - qmro.qmul.ac.uk
4 天前 - Wireless communication systems have undergone vigorous … to develop a new
communication paradigm. Semantic … semantic communications by utilising deep learning (DL) …

Correlated MTC User Activity Detection

D Uswatta Liyanage - 2024 - oulurepo.oulu.fi
5 天前 - Wireless communications have undergone significant … This paradigm shift introduces
new challenges, particularly … with a focus on Sparse Bayesian learning (SBL). The sparse …

Decentralized Machine Learning for Dynamic Resource Optimization in Wireless Networks using Reinforcement Learning

KS Shalini, N Kopperundevi… - Journal of Electrical …, 2024 - search.proquest.com
6 天前 - … reinforcement learning (RL) model that departs from traditional centralized
paradigms … to a resilient and responsive wireless communication infrastructure. The specific …

Digital-Analog Transmission Framework for Task-Oriented Semantic Communications

Y Fu, W Cheng, W Zhang - arXiv preprint arXiv:2407.11350, 2024 - arxiv.org
9 天前 - … as a new communication paradigm to serve various samrt … , and OAM based
wireless communications. He has … learning techniques over 5G and beyond mobile wireless

Conceptual Learning and Causal Reasoning for Semantic Communication

D Wheeler, B Natarajan - Authorea Preprints, 2024 - techrxiv.org
10 天前 - learning, has been proposed for use in nearly every aspect of wireless communication
… is a recently-revived paradigm shift toward meaning-oriented communications that can …

Data trading, power control and resource allocation algorithms for metaverse platform

S Kim - International Journal of Ad Hoc and Ubiquitous …, 2024 - inderscienceonline.com
11 天前 - … allocation problem for the devices’ wireless communications. To explore the sequential
… auction, learning and bargaining algorithms, our hybrid control paradigm can maximise …

Efficient Federated Learning over Wireless Networks

Z Chen - 2024 - qmro.qmul.ac.uk
11 天前 - learning (FL) is a promising distributed learning paradigm for protecting data privacy.
In FL, edge devices collaboratively train machine learning (ML… the wireless communication

Knowledge extraction and security in internet of things systems

G Routis - 2024 - didaktorika.gr
13 天前 - … everyday life and we no longer follow the initial paradigm, where the user turns on a
desktop … First, we analysed the rationale and various details of IoT and Machine Learning in …