4.3 Article

A machine learning based algorithm for joint improvement of power control, link adaptation, and capacity in beyond 5G communication systems

Related references

Note: Only part of the references are listed.
Article Automation & Control Systems

Feasibility of a novel beamforming algorithm via retrieving spatial harmonics

Jafar Norolahi et al.

Summary: This paper introduces an algorithm for beamforming systems that utilizes multidimensional harmonic retrieval (MHR). By addressing issues, removing limitations of sampling, and offering a more robust beamformer, this algorithm achieves improved performance and accuracy. Additionally, the algorithm's powerful eigenvalues and new sample space demonstrate enhanced applicability.

JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS (2022)

Article Automation & Control Systems

Automatic modulation classification using modulation fingerprint extraction

Jafar Norolahi et al.

Summary: An automatic method is proposed for classifying various modulations, utilizing normality test, spectral analysis, and geometrical characteristics of I-Q constellation diagram, achieving high success rate and SNR performance. The method also provides a database for geometrical features and enhances recognition at higher-order modulations, with advantages of low complexity, low SNR, and wide modulation range.

JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS (2021)

Article Engineering, Electrical & Electronic

Low overhead NOMA receiver with automatic modulation classification techniques

Masoud Naderpour et al.

IET COMMUNICATIONS (2020)

Article Computer Science, Information Systems

A deep reinforcement learning for user association and power control in heterogeneous networks

Hui Ding et al.

AD HOC NETWORKS (2020)

Article Telecommunications

CNN-Based Automatic Modulation Classification for Beyond 5G Communications

Ade Pitra Hermawan et al.

IEEE COMMUNICATIONS LETTERS (2020)

Article Engineering, Electrical & Electronic

Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination

Faris B. Mismar et al.

IEEE TRANSACTIONS ON COMMUNICATIONS (2020)

Article Engineering, Electrical & Electronic

Smart Mode Selection Using Online Reinforcement Learning for VR Broadband Broadcasting in D2D Assisted 5G HetNets

Lei Feng et al.

IEEE TRANSACTIONS ON BROADCASTING (2020)

Article Computer Science, Information Systems

Binary Classification Using Neural and Clinical Features: An Application in Fibromyalgia With Likelihood-Based Decision Level Fusion

Didem Gokcay et al.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2019)

Article Telecommunications

A Faster Maximum-Likelihood Modulation Classification in Flat Fading Non-Gaussian Channels

Wenhao Chen et al.

IEEE COMMUNICATIONS LETTERS (2019)

Article Chemistry, Analytical

Energy Efficient Resource Allocation for M2M Devices in 5G

Anum Ali et al.

SENSORS (2019)

Article Computer Science, Information Systems

Automatic Modulation Classification Using Cyclic Correntropy Spectrum in Impulsive Noise

Jitong Ma et al.

IEEE WIRELESS COMMUNICATIONS LETTERS (2019)

Article Engineering, Electrical & Electronic

Data-Driven Deep Learning for Automatic Modulation Recognition in Cognitive Radios

Yu Wang et al.

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY (2019)

Review Chemistry, Analytical

A Survey on Recent Trends and Open Issues in Energy Efficiency of 5G

Muhammad Usama et al.

SENSORS (2019)

Article Engineering, Electrical & Electronic

Energy-Efficient Short Packet Communications for Uplink NOMA-Based Massive MTC Networks

Shujun Han et al.

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY (2019)

Proceedings Paper Computer Science, Hardware & Architecture

Accuracy Analysis of Feature-based Automatic Modulation Classification with Blind Modulation Detection

Pejman Ghasemzadeh et al.

2019 INTERNATIONAL CONFERENCE ON COMPUTING, NETWORKING AND COMMUNICATIONS (ICNC) (2019)

Proceedings Paper Computer Science, Artificial Intelligence

Feature Image-Based Automatic Modulation Classification Method Using CNN Algorithm

Jung Ho Lee et al.

2019 1ST INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE IN INFORMATION AND COMMUNICATION (ICAIIC 2019) (2019)

Article Computer Science, Information Systems

Automatic Modulation Recognition of Radar Signals Based on Manhattan Distance-Based Features

Yingkun Huang et al.

IEEE ACCESS (2019)

Article Computer Science, Information Systems

Deep Hierarchical Network for Automatic Modulation Classification

Jinbo Nie et al.

IEEE ACCESS (2019)

Article Telecommunications

Deep Learning for Launching and Mitigating Wireless Jamming Attacks

Tugba Erpek et al.

IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING (2019)

Editorial Material Computer Science, Artificial Intelligence

Computational Intelligence Techniques for Mobile Network Optimization

Junaid Qadir et al.

IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE (2018)

Article Engineering, Electrical & Electronic

Modulation classification method for frequency modulation signals based on the time-frequency distribution and CNN

Juan Zhang et al.

IET RADAR SONAR AND NAVIGATION (2018)

Article Engineering, Electrical & Electronic

Automatic Modulation Classification: A Deep Learning Enabled Approach

Fan Meng et al.

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY (2018)

Article Telecommunications

Deep Reinforcement Learning for Dynamic Multichannel Access in Wireless Networks

Shangxing Wang et al.

IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING (2018)

Article Engineering, Electrical & Electronic

Capacity Comparison Between MIMO-NOMA and MIMO-OMA With Multiple Users in a Cluster

Ming Zeng et al.

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS (2017)

Article Engineering, Electrical & Electronic

Low Complexity Automatic Modulation Classification Based on Order-Statistics

Lubing Han et al.

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS (2017)

Article Computer Science, Information Systems

A Survey of Resource Management Toward 5G Radio Access Networks

Thomas O. Olwal et al.

IEEE COMMUNICATIONS SURVEYS AND TUTORIALS (2016)

Article Engineering, Biomedical

Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks

Serkan Kiranyaz et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2016)

Article Engineering, Electrical & Electronic

Cumulants-based modulation classification technique in multipath fading channels

Dah-Chung Chang et al.

IET COMMUNICATIONS (2015)

Article Engineering, Biomedical

Detection of Life-Threatening Arrhythmias Using Feature Selection and Support Vector Machines

Felipe Alonso-Atienza et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2014)

Article Computer Science, Information Systems

Massive MIMO With Joint Power Control

Jinho Choi

IEEE WIRELESS COMMUNICATIONS LETTERS (2014)

Article Engineering, Electrical & Electronic

A Low-Power Processor With Configurable Embedded Machine-Learning Accelerators for High-Order and Adaptive Analysis of Medical-Sensor Signals

Kyong Ho Lee et al.

IEEE JOURNAL OF SOLID-STATE CIRCUITS (2013)

Article Telecommunications

A Cyclic Correlation-Based Blind SINR Estimation for OFDM Systems

Shunli Hong et al.

IEEE COMMUNICATIONS LETTERS (2012)

Article Telecommunications

Cyclostationarity-Based Robust Algorithms for QAM Signal Identification

Octavia A. Dobre et al.

IEEE COMMUNICATIONS LETTERS (2012)

Article Engineering, Biomedical

Time-Based Compression and Classification of Heartbeats

Alexander Singh Alvarado et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2012)

Article Engineering, Biomedical

Heartbeat Classification Using Feature Selection Driven by Database Generalization Criteria

Mariano Llamedo et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2011)

Article Computer Science, Hardware & Architecture

A SURVEY ON 3GPP HETEROGENEOUS NETWORKS

Aleksandar Damnjanovic et al.

IEEE WIRELESS COMMUNICATIONS (2011)

Article Engineering, Electrical & Electronic

Fast and Robust Modulation Classification via Kolmogorov-Smirnov Test

Fanggang Wang et al.

IEEE TRANSACTIONS ON COMMUNICATIONS (2010)

Review Engineering, Electrical & Electronic

Survey of automatic modulation classification techniques: classical approaches and new trends

O. A. Dobre et al.

IET COMMUNICATIONS (2007)