A Survey of PAPR Techniques Based on Machine Learning
Orthogonal Frequency Division Multiplexing (OFDM) is the modulation technology used in
Fourth Generation (4G) and Fifth Generation (5G) wireless communication systems, and it …
Fourth Generation (4G) and Fifth Generation (5G) wireless communication systems, and it …
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 …
Hybrid hierarchical DRL enabled resource allocation for secure transmission in multi-IRS-assisted sensing-enhanced spectrum sharing networks
Secure communications are of paramount importance in spectrum sharing networks due to
the allocation and sharing characteristics of spectrum resources. To further explore the …
the allocation and sharing characteristics of spectrum resources. To further explore the …
Polarized intelligent reflecting surface aided 2D-DOA estimation for NLoS sources
Intelligent Reflecting Surface (IRS) represents a significant breakthrough in wireless
communications, allowing the reconstruction of wireless channels even for occluded users …
communications, allowing the reconstruction of wireless channels even for occluded users …
Resource allocation in 5G cloud‐RAN using deep reinforcement learning algorithms: A review
M Khani, S Jamali, MK Sohrabi… - Transactions on …, 2024 - Wiley Online Library
This paper reviews recent research on resource allocation in 5G cloud‐based radio access
networks (C‐RAN) using deep reinforcement learning (DRL) algorithms. It explores the …
networks (C‐RAN) using deep reinforcement learning (DRL) algorithms. It explores the …
Anti-Jamming Technique for IRS Aided JRC System in Mobile Vehicular Networks
Undesired jamming launched by malicious jammers can attack authorized communications,
which is viewed as one of the critical challenges in vehicular networks. In this paper, in order …
which is viewed as one of the critical challenges in vehicular networks. In this paper, in order …
Maximizing spectral and energy efficiency in multi-user MIMO OFDM systems with RIS and hardware impairment
An emerging technology to enhance the spectral efficiency (SE) and energy efficiency (EE)
of wireless communication systems is reconfigurable intelligent surface (RIS), which is …
of wireless communication systems is reconfigurable intelligent surface (RIS), which is …
From External Interaction to Internal Inference: An Intelligent Learning Framework for Spectrum Sharing and UAV Trajectory Optimization
Unmanned aerial vehicle (UAV) communication is of crucial importance in realizing
heterogeneous practical wireless application scenarios. However, it is susceptible to the …
heterogeneous practical wireless application scenarios. However, it is susceptible to the …
Performance Analysis and Research of Knowledge Sharing System for Power Grid Networks
Y Zhou, J Shi, Y Yang, Z Lin - EAI Endorsed Transactions on …, 2023 - publications.eai.eu
Abstract Knowledge sharing is a critical aspect of machine learning and knowledge
management, which also plays an important role in regulating the power grid networks …
management, which also plays an important role in regulating the power grid networks …
Intelligent Resource Allocation for IRS-Assisted Sensing-Enhanced Secure Communication CRNs
Cognitive radio networks (CRNs) have demonstrated great benefits in improving spectrum
efficiency. However, due to the exploitative character of wireless access, CRNs confront …
efficiency. However, due to the exploitative character of wireless access, CRNs confront …