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A comprehensive review on artificial intelligence/machine learning algorithms for empowering the future IoT toward 6G era
The evolution of the wireless network systems over decades has been providing new
services to the users with the help of innovative network and device technologies. In recent …
services to the users with the help of innovative network and device technologies. In recent …
NOMA and future 5G & B5G wireless networks: A paradigm
For the last few decades, wireless communication has been facing a technological
revolution. High data rate and continuous connectivity are the necessities because the …
revolution. High data rate and continuous connectivity are the necessities because the …
Performance optimization for semantic communications: An attention-based reinforcement learning approach
In this paper, a semantic communication framework is proposed for textual data
transmission. In the studied model, a base station (BS) extracts the semantic information …
transmission. In the studied model, a base station (BS) extracts the semantic information …
The road to next-generation multiple access: A 50-year tutorial review
The evolution of wireless communications has been significantly influenced by remarkable
advancements in multiple access (MA) technologies over the past five decades, sha** the …
advancements in multiple access (MA) technologies over the past five decades, sha** the …
Machine learning empowered emerging wireless networks in 6G: Recent advancements, challenges and future trends
The upcoming 6G networks are sixth-sense next-generation communication networks with
an ever-increasing demand for enhanced end-to-end (E2E) connectivity towards a …
an ever-increasing demand for enhanced end-to-end (E2E) connectivity towards a …
Distributed task offloading and resource purchasing in NOMA-enabled mobile edge computing: Hierarchical game theoretical approaches
As the computing resources and the battery capacity of mobile devices are usually limited, it
is a feasible solution to offload the computation-intensive tasks generated by mobile devices …
is a feasible solution to offload the computation-intensive tasks generated by mobile devices …
A DQN-based frame aggregation and task offloading approach for edge-enabled IoMT
The rapid expansion of wearable medical devices and health data of Internet of Medical
Things (IoMT) poses new challenges to the high Quality of Service (QoS) of intelligent health …
Things (IoMT) poses new challenges to the high Quality of Service (QoS) of intelligent health …
Resource allocation for IRS assisted SGF NOMA transmission: A MADRL approach
J Chen, L Guo, J Jia, J Shang… - IEEE Journal on Selected …, 2022 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) assisted semi-grant-free (SGF) transmission has
been viewed as one of the promising technologies to meet massive connectivity …
been viewed as one of the promising technologies to meet massive connectivity …
Adaptive resource allocation for semantic communication networks
In this paper, we propose an adaptive semantic resource allocation paradigm with semantic-
bit quantization (SBQ) compatible with existing wireless communications, where the …
bit quantization (SBQ) compatible with existing wireless communications, where the …
AI-empowered multiple access for 6G: A survey of spectrum sensing, protocol designs, and optimizations
With the rapidly increasing number of bandwidth-intensive terminals capable of intelligent
computing and communication, such as smart devices equipped with shallow neural …
computing and communication, such as smart devices equipped with shallow neural …