Optimizing 5G Massive MIMO Systems Using DNN and DSAC-T: A Scalable Adaptive Beamforming Framework
Advanced Fifth Generation (5G) technologies play a crucial role in meeting the growing demand for high-capacity wireless communication, leading to the adoption of massive multiple-input multiple-output (MIMO) systems. This paper proposes an adaptive beamforming framework for 5G networks that integra...
| Published in: | Applications of Modelling and Simulation |
|---|---|
| Main Authors: | Sandhya Bolla, Manwinder Singh, B. Ramesh, B. Swapna, M. Anand, P. M. Diaz |
| Format: | Article |
| Language: | English |
| Published: |
ARQII PUBLICATION
2025-03-01
|
| Subjects: | |
| Online Access: | https://arqiipubl.com/ojs/index.php/AMS_Journal/article/view/858/214 |
Similar Items
Angle-Domain Hybrid Beamforming-Based mmWave Massive MIMO-NOMA Systems
by: Israa Khaled, et al.
Published: (2023-01-01)
by: Israa Khaled, et al.
Published: (2023-01-01)
Learning Energy-Efficient Transmitter Configurations for Massive MIMO Beamforming
by: Hamed Hojatian, et al.
Published: (2024-01-01)
by: Hamed Hojatian, et al.
Published: (2024-01-01)
Study of Clustering Solutions for Scalable Cell-Free Massive MIMO
by: Danaisy Prado-Alvarez, et al.
Published: (2023-01-01)
by: Danaisy Prado-Alvarez, et al.
Published: (2023-01-01)
Protecting Massive MIMO-Radar Coexistence: Precoding Design and Power Control
by: Mohamed Elfiatoure, et al.
Published: (2024-01-01)
by: Mohamed Elfiatoure, et al.
Published: (2024-01-01)
Hybrid Beamforming in Massive MIMO for Next-Generation Communication Technology
by: Shahid Hamid, et al.
Published: (2023-08-01)
by: Shahid Hamid, et al.
Published: (2023-08-01)
Scalable Cell-Free Massive MIMO Networks With LEO Satellite Support
by: Felip Riera-Palou, et al.
Published: (2022-01-01)
by: Felip Riera-Palou, et al.
Published: (2022-01-01)
Cross-Layer Stream Allocation of mMIMO-OFDM Hybrid Beamforming Video Communications
by: You-Ting Chen, et al.
Published: (2025-04-01)
by: You-Ting Chen, et al.
Published: (2025-04-01)
CRDN: Cognitive Radio with Deep Network for Proficient Spectrum Sharing in Massive MIMO Systems
by: Vinoth Kumar Kalimuthu, et al.
Published: (2024-08-01)
by: Vinoth Kumar Kalimuthu, et al.
Published: (2024-08-01)
Deep Reinforcement Learning Based Beam Selection for Hybrid Beamforming and User Grouping in Massive MIMO-NOMA System
by: Irfan Ahmed, et al.
Published: (2022-01-01)
by: Irfan Ahmed, et al.
Published: (2022-01-01)
Deep Learning-Powered Beamforming for 5G Massive MIMO Systems
by: Ridha Ilyas Bendjillali, et al.
Published: (2023-10-01)
by: Ridha Ilyas Bendjillali, et al.
Published: (2023-10-01)
Deep Reinforcement Learning-Based Coordinated Beamforming for mmWave Massive MIMO Vehicular Networks
by: Pulok Tarafder, et al.
Published: (2023-03-01)
by: Pulok Tarafder, et al.
Published: (2023-03-01)
Random Beam-Based Non-Orthogonal Multiple Access for Massive MIMO Low Earth Orbit Satellite Networks
by: Jung Hoon Lee, et al.
Published: (2023-01-01)
by: Jung Hoon Lee, et al.
Published: (2023-01-01)
Hybrid Beamforming and Resource Allocation Designs for mmWave Multi-User Massive MIMO-OFDM Systems on Uplink
by: Hsin-Hsiang Tseng, et al.
Published: (2023-01-01)
by: Hsin-Hsiang Tseng, et al.
Published: (2023-01-01)
Beamforming Techniques for Over-the-Air Computation in MIMO IoT Networks
by: Young-Seok Lee, et al.
Published: (2020-11-01)
by: Young-Seok Lee, et al.
Published: (2020-11-01)
Robust beamforming for multicell downlink TDD massive MIMO system based on QoS
by: Jie CAO, et al.
Published: (2017-11-01)
by: Jie CAO, et al.
Published: (2017-11-01)
Robust beamforming for multicell downlink TDD massive MIMO system based on QoS
by: Jie CAO, et al.
Published: (2017-11-01)
by: Jie CAO, et al.
Published: (2017-11-01)
Statistical Beamforming for Massive MIMO Systems with Distinct Spatial Correlations
by: Taehyoung Kim, et al.
Published: (2020-11-01)
by: Taehyoung Kim, et al.
Published: (2020-11-01)
Spectral efficiency optimization for millimeter wave hybrid massive MIMO systems using unsupervised learning
by: Ziyang Huang, et al.
Published: (2025-09-01)
by: Ziyang Huang, et al.
Published: (2025-09-01)
Performance Comparison of Hybrid Switch, Phase Shifter and Lens Network over Hybrid Beamforming in Millimeter Wave Massive MIMO
by: Tadele A Abose, et al.
Published: (2024-09-01)
by: Tadele A Abose, et al.
Published: (2024-09-01)
Pilot spoofing attack detection and channel estimation for secure massive MIMO
by: Delong Liu, et al.
Published: (2024-11-01)
by: Delong Liu, et al.
Published: (2024-11-01)
Joint beamforming for multiuser SCFDE block transmission system in frequency selective MIMO channels
by: Li-zhou Xu, et al.
Published: (2013-03-01)
by: Li-zhou Xu, et al.
Published: (2013-03-01)
Joint beamforming for multiuser SCFDE block transmission system in frequency selective MIMO channels
by: Li-zhou Xu, et al.
Published: (2013-03-01)
by: Li-zhou Xu, et al.
Published: (2013-03-01)
6G virtualized beamforming: a novel framework for optimizing massive MIMO in 6G networks
by: Ahmed M. Alwakeel
Published: (2025-04-01)
by: Ahmed M. Alwakeel
Published: (2025-04-01)
On the Energy Efficiency of Multi-Cell Massive MIMO With Beamforming Training
by: Si-Nian Jin, et al.
Published: (2020-01-01)
by: Si-Nian Jin, et al.
Published: (2020-01-01)
Joint Access Configuration and Beamforming for Cell-Free Massive MIMO Systems With Dynamic TDD
by: Shuto Fukue, et al.
Published: (2022-01-01)
by: Shuto Fukue, et al.
Published: (2022-01-01)
Perturbation-Based Nulling Control Beamforming With Measured Element Radiation Patterns for MU-mMIMO
by: Yuanzhe Gong, et al.
Published: (2024-01-01)
by: Yuanzhe Gong, et al.
Published: (2024-01-01)
Physics-Informed Machine Learning Modelling of RF-EMF Exposure in Massive MIMO Systems
by: Samuel Bilson, et al.
Published: (2024-01-01)
by: Samuel Bilson, et al.
Published: (2024-01-01)
Low-Complexity Hybrid Beamforming for Massive MIMO Systems in Frequency-Selective Channels
by: Sohail Payami, et al.
Published: (2019-01-01)
by: Sohail Payami, et al.
Published: (2019-01-01)
Performance Analysis on Eigenmode Beamforming for Reduced Capability Device in Massive MIMO Systems
by: Kyungsik Min, et al.
Published: (2023-01-01)
by: Kyungsik Min, et al.
Published: (2023-01-01)
Massive MIMO Beamforming With Transmit Diversity for High Mobility Wireless Communications
by: Xuhong Chen, et al.
Published: (2017-01-01)
by: Xuhong Chen, et al.
Published: (2017-01-01)
Partially-Activated Conjugate Beamforming for LoS Massive MIMO Communications
by: Wendong Liu, et al.
Published: (2018-01-01)
by: Wendong Liu, et al.
Published: (2018-01-01)
A N260 Band 64 Channel Millimeter Wave Full-Digital Multi-Beam Array for 5G Massive MIMO Applications
by: Le Kuai, et al.
Published: (2020-01-01)
by: Le Kuai, et al.
Published: (2020-01-01)
An effective algorithm in uplink massive MIMO systems for pilot decontamination
by: Rizwan Khan, et al.
Published: (2024-03-01)
by: Rizwan Khan, et al.
Published: (2024-03-01)
3D Beamforming Technologies and Field Trials in 5G Massive MIMO Systems
by: Jiangzhou Wang, et al.
Published: (2020-01-01)
by: Jiangzhou Wang, et al.
Published: (2020-01-01)
Optimizing Massive MIMO Design for Non Uniform Traffic in Broadband Telecommunication Satellites Networks
by: Piero Angeletti, et al.
Published: (2023-01-01)
by: Piero Angeletti, et al.
Published: (2023-01-01)
Joint user grouping and antenna selection based massive MIMO beamforming
by: Qian WANG, et al.
Published: (2016-08-01)
by: Qian WANG, et al.
Published: (2016-08-01)
Joint user grouping and antenna selection based massive MIMO beamforming
by: Qian WANG, et al.
Published: (2016-08-01)
by: Qian WANG, et al.
Published: (2016-08-01)
Comprehensive Review: Effectiveness of MIMO and Beamforming Technologies in Detecting Low RCS UAVs
by: Neda Rojhani, et al.
Published: (2024-03-01)
by: Neda Rojhani, et al.
Published: (2024-03-01)
Joint Design of LPI Transmit Waveform and Receive Beamforming Based on Neural Networks for FDA-MIMO
by: Deshun LIU, et al.
Published: (2024-12-01)
by: Deshun LIU, et al.
Published: (2024-12-01)
Frequency Domain Backoff for Continuous Beamforming Space Division Multiple Access on Massive MIMO Wireless Backhaul Systems
by: Kazuki Maruta
Published: (2020-03-01)
by: Kazuki Maruta
Published: (2020-03-01)
Similar Items
-
Angle-Domain Hybrid Beamforming-Based mmWave Massive MIMO-NOMA Systems
by: Israa Khaled, et al.
Published: (2023-01-01) -
Learning Energy-Efficient Transmitter Configurations for Massive MIMO Beamforming
by: Hamed Hojatian, et al.
Published: (2024-01-01) -
Study of Clustering Solutions for Scalable Cell-Free Massive MIMO
by: Danaisy Prado-Alvarez, et al.
Published: (2023-01-01) -
Protecting Massive MIMO-Radar Coexistence: Precoding Design and Power Control
by: Mohamed Elfiatoure, et al.
Published: (2024-01-01) -
Hybrid Beamforming in Massive MIMO for Next-Generation Communication Technology
by: Shahid Hamid, et al.
Published: (2023-08-01)
