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[HTML][HTML] Emerging technologies for 6G communication networks: Machine learning approaches
The fifth generation achieved tremendous success, which brings high hopes for the next
generation, as evidenced by the sixth generation (6G) key performance indicators, which …
generation, as evidenced by the sixth generation (6G) key performance indicators, which …
A survey on reconfigurable intelligent surfaces assisted multi-access edge computing networks: State of the art and future challenges
This survey provides a comprehensive analysis of the integration of Reconfigurable
Intelligent Surfaces (RIS) with edge computing, underscoring RIS's critical role in advancing …
Intelligent Surfaces (RIS) with edge computing, underscoring RIS's critical role in advancing …
Going beyond a simple RIS: Trends and techniques paving the path of future RIS
To have uninterrupted wireless connectivity, higher throughput, and latency rate down to
nanoseconds; future networks will rely heavily on higher frequency bands, yet these signals …
nanoseconds; future networks will rely heavily on higher frequency bands, yet these signals …
Joint beamforming optimization design and performance evaluation of RIS-aided wireless networks: A comprehensive state-of-the-art review
Reconfigurable intelligent surface (RIS) has emerged as a promising technology for
supporting sixth-generation (6G) wireless communication systems. RIS intelligently …
supporting sixth-generation (6G) wireless communication systems. RIS intelligently …
An overview of machine learning-enabled optimization for reconfigurable intelligent surfaces-aided 6g networks: From reinforcement learning to large language …
RIS Phase Optimization via Generative Flow Networks
CB Chaaya, M Bennis - IEEE Wireless Communications Letters, 2024 - ieeexplore.ieee.org
This letter introduces a new Machine Learning (ML) technique to learn phase shifting
patterns for Reconfigurable Intelligent Surfaces (RISs). We leverage the Generative Flow …
patterns for Reconfigurable Intelligent Surfaces (RISs). We leverage the Generative Flow …
[HTML][HTML] Physically-consistent EM models-aware RIS-aided communication—A survey
The rapid development of reconfigurable intelligent surfaces (RISs) has sparked
transformative advancements in wireless communication systems. These intelligent …
transformative advancements in wireless communication systems. These intelligent …
[HTML][HTML] Sixth Generation Enabling Technologies and Machine Learning Intersection: A Performance Optimization Perspective
The fifth generation (5G) of wireless communication is in its finalization stage and has
received favorable reception in many nations. However, research is now geared towards the …
received favorable reception in many nations. However, research is now geared towards the …
Advancements in IoT system security: a reconfigurable intelligent surfaces and backscatter communication approach
In 6 G wireless networks, secure communication is crucial due to the inherent susceptibility
of electromagnetic waves to eavesdrop**. Reconfigurable intelligent surfaces (RIS) and …
of electromagnetic waves to eavesdrop**. Reconfigurable intelligent surfaces (RIS) and …
Efficient automatic modulation classification for next generation wireless networks
TA To - Authorea Preprints, 2023 - techrxiv.org
This paper introduces a novel automatic modulation classification (AMC) algorithm for
wireless communication systems. With the advent of sixth-generation (6G) networks, the …
wireless communication systems. With the advent of sixth-generation (6G) networks, the …