[HTML][HTML] A survey on reinforcement learning for reconfigurable intelligent surfaces in wireless communications

AA Puspitasari, BM Lee - Sensors, 2023 - mdpi.com
A reconfigurable intelligent surface (RIS) is a development of conventional relay technology
that can send a signal by reflecting the signal received from a transmitter to a receiver …

[HTML][HTML] Approximate computing in B5G and 6G wireless systems: A survey and future outlook

HJ Damsgaard, A Ometov, MM Mowla, A Flizikowski… - Computer Networks, 2023 - Elsevier
As modern 5G systems are being deployed, researchers question whether they are sufficient
for the oncoming decades of technological evolution. Growing numbers of interconnected …

Deep contextual bandit and reinforcement learning for IRS-assisted MU-MIMO systems

D Pereira-Ruisánchez, Ó Fresnedo… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The combination of multiple-input multiple-output (MIMO) systems and intelligent reflecting
surfaces (IRSs) is foreseen as a critical enabler of beyond 5G (B5G) and 6G. In this work …

Going Beyond a Simple RIS: Trends and Techniques Paving the Path of Future RIS

K Shafique, M Alhassoun - IEEE Open Journal of Antennas …, 2024 - ieeexplore.ieee.org
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 …

A Survey on Resource Allocation and Energy Efficient Maximization for IRS-Aided MIMO Wireless Communication

N Baskar, P Selvaprabhu, VB Kumaravelu… - IEEE …, 2024 - ieeexplore.ieee.org
This survey paper provides a comprehensive overview of integrating Multiple-Input Multiple-
Output (MIMO) with Intelligent Reflecting Surfaces (IRS) in wireless communication systems …

[HTML][HTML] Joint Task Offloading and Resource Allocation for Intelligent Reflecting Surface-Aided Integrated Sensing and Communication Systems Using Deep …

L Yang, Y Wei, X Wang - Sensors, 2023 - mdpi.com
This paper investigates an intelligent reflecting surface (IRS)-aided integrated sensing and
communication (ISAC) framework to cope with the problem of spectrum scarcity and poor …

Intelligent Reflecting Surface Optimization for MIMO Communication Using Deep Reinforcement Learning

K Ikeagu, Y Ding, C Song… - 2023 31st …, 2023 - ieeexplore.ieee.org
This paper focuses on the optimization of the phase shifts of an intelligent reflecting surface
(IRS) for an IRS-aided multiple input multiple output (MIMO) communication system …

Advanced Coding and Signal Processing Methods for Multiuser MIMO Systems

D Pérez-Adán - 2022 - ruc.udc.es
Wireless communication systems have experienced a non-stopping growth in the last few
years and are expected to grow even more in the following years, supported in their …

Αναδιαρθρώσιμες ευφυείς επιφάνειες για ασύρματες επικοινωνίες πέραν της 5ης γενιάς

Γ Χατζηγεωργίου - 2023 - polynoe.lib.uniwa.gr
«Είμαι συγγραφέας αυτής της πτυχιακής εργασίας και ότι κάθε βοήθεια την οποία είχα για την
προετοιμασία της, είναι πλήρως αναγνωρισμένη και αναφέρεται στην εργασία. Επίσης, οι …