Search Results - "Automatic Modulation Classification"

Domain Adaptive Adversarial Defense Method for Automatic Modulation Classification

Authors: Yang Yandie Lin Yun Xu Luping et al.

Source: Tongxin xuebao, Pp 1-15 (2026)

Subject Terms: spectrum monitoring, automatic modulation classification, unsupervised domain adaptation, adversarial robustness, Telecommunication, TK5101-6720

File Description: electronic resource

Relation: https://doaj.org/toc/1000-436X

Access URL: https://doaj.org/article/db383364da5b4bf1ac3af2b47701f9d9

HFDNN: A Hybrid Fusion Deep Neural Network for Robust Automatic Modulation Classification in Adverse Wireless Environments

Authors: Muhammad Muneeb Tahir Arbab Latif M. Shahzad Younis et al.

Source: IEEE Access, Vol 14, Pp 15534-15544 (2026)

Subject Terms: Additive white Gaussian noise (AWGN), automatic modulation classification (AMC), carrier frequency offset (CFO), convolutional neural networks (CNNs), hybrid fusion deep neural network, Rayleigh fading, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/11363142/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/318e330c0e954fbabc7200459a04201f

ResGatNet: Bridging Efficiency and Precision in Low-SNR Wireless Perception

Authors: Wangye Jiang Haoming Yang Yicheng Zhang et al.

Source: IEEE Access, Vol 14, Pp 2834-2849 (2026)

Subject Terms: ResGatNet, automatic modulation classification, modulation format, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/11303053/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/8c4ebfcaf044433cacc2944da25dcaaf

Underwater Modulation Classification Using Discrete Wavelet Transform and Genetic Algorithm

Authors: Ali Çimen Erdoğan Aldemir Timur Düzenli

Source: International Journal of Pioneering Technology and Engineering, Vol 4, Iss 01, Pp 43-49 (2025)

Subject Terms: discrete wavelet transform, feature selection, genetic algorithm, underwater wireless optical communication, TA1-2040, Engineering (General). Civil engineering (General), automatic modulation classification

Access URL: https://doaj.org/article/9050c2dffe054e9aacd31305c6bccc8c

Wavelet convolutional neural network and dual-channel feature extraction for automatic modulation classification

Authors: Wenke Yang Xiaoyan Sun Kai Kang et al.

Source: Journal of King Saud University: Computer and Information Sciences, Vol 38, Iss 2, Pp 1-30 (2025)

Subject Terms: Automatic Modulation Classification, Wavelet Convolution, Dual-channel Feature Extraction, Squeeze-and-Excitation, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://doaj.org/toc/1319-1578; https://doaj.org/toc/2213-1248

Access URL: https://doaj.org/article/6529c2d4ab5f4061835073564dcafb93

A Novel and Effective Model for Automatic Modulation Classification Prediction Based on Multi-BIGRU, Multi-Encoder, and Hyper-Cross

Authors: Jianzheng Lin

Source: IEEE Access, Vol 13, Pp 20260-20277 (2025)

Subject Terms: Automatic modulation classification, Electrical engineering. Electronics. Nuclear engineering, multi-BIGRU, multi-encoder, hyber-cross, TK1-9971

Access URL: https://doaj.org/article/d1e38da17cce441991b6fb02e7542cb0

A Novel Training Strategy for Deep Learning Model Compression Applied to Automatic Modulation Classification

Authors: Mateus A. Goldbarg Micael Balza Sérgio N. Silva et al.

Source: IEEE Open Journal of the Communications Society, Vol 6, Pp 477-492 (2025)

Subject Terms: computational complexity, pruning, Automatic modulation classification, Telecommunication, aware compression, quantization, TK5101-6720, Transportation and communications, HE1-9990

Access URL: https://doaj.org/article/9e07e29224c54ff4b5c55560d06eb783

Attention-Enhanced Hybrid Automatic Modulation Classification for Advanced Wireless Communication Systems: A Deep Learning-Transformer Framework

Authors: Sam Ansari Khawla A. Alnajjar Sohaib Majzoub et al.

Source: IEEE Access, Vol 13, Pp 105463-105491 (2025)

Subject Terms: next-generation wireless networks, Attention mechanism, deep learning, transformers, Electrical engineering. Electronics. Nuclear engineering, automatic modulation classification, TK1-9971

Access URL: https://doaj.org/article/0ae71de009c74ee8aec42d8a922d3e76

Deep residual network enhanced with multilevel residual-of-residual for automatic classification of radio signals for 5G and beyond systems

Authors: Randa Jabeur Alaa Alaerjan Haithem Ben Chikha

Source: Scientific Reports, Vol 16, Iss 1 (2026)

Subject Terms: Automatic modulation classification, Multilevel residual-of-residual, 5G, Waveform-modulated signals, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/81b4df5fbc724048bcc7384f714c7b14

Comparative Analysis of Classifiers for Higher-order Statistics-based Modulation Recognition in Cooperative STBC-OFDM

Authors: Brahim Dehri Hakima Moulay Ahmed Amine Daikh et al.

Source: Journal of Telecommunications and Information Technology, Vol 103, Iss 1 (2026)

Subject Terms: automatic modulation classification, CFO estimation, CSI, DSTBC-OFDM, higher-order statistics, machine learning, Telecommunication, TK5101-6720, Information technology, T58.5-58.64

File Description: electronic resource

Relation: https://www.jtit.pl/jtit/article/view/2299; https://doaj.org/toc/1899-8852

Access URL: https://doaj.org/article/892571447b8943c88973cc6445c1f39d

Enhancing Noise Robustness in Few-Shot Automatic Modulation Classification via Complex-Valued Autoencoders

Authors: Minghui Gao Binquan Zhang Lu Wang et al.

Source: Electronics ; Volume 15 ; Issue 3 ; Pages: 674

Subject Terms: automatic modulation classification, signal noise reduction, few-shot, complex-valued neural network

File Description: application/pdf

Relation: https://dx.doi.org/10.3390/electronics15030674

Availability: https://doi.org/10.3390/electronics15030674

CAIC-Net: Robust Radio Modulation Classification via Unified Dynamic Cross-Attention and Cross-Signal-to-Noise Ratio Contrastive Learning

Authors: Teng Wu Quan Zhu Runze Mao et al.

Source: Sensors ; Volume 26 ; Issue 3 ; Pages: 756

Subject Terms: automatic modulation classification, deep learning techniques, feature-based extraction, dynamic cross-attention

File Description: application/pdf

Relation: Communications; https://dx.doi.org/10.3390/s26030756

Availability: https://doi.org/10.3390/s26030756

Data Augmentation and Time–Frequency Joint Attention for Underwater Acoustic Communication Modulation Classification

Authors: Mingyu Cao Qi Chen Jinsong Tang et al.

Source: Journal of Marine Science and Engineering ; Volume 14 ; Issue 2 ; Pages: 172

Subject Terms: automatic modulation classification, underwater acoustic communication, deep learning, data augmentation, digital signal processing

Subject Geographic: agris

File Description: application/pdf

Relation: Ocean Engineering; https://dx.doi.org/10.3390/jmse14020172

Availability: https://doi.org/10.3390/jmse14020172

CNN-based modulation classification using image processing techniques for OFDM underwater acoustic communication system

Authors: Mohamed A. Abdel-Moneim El-Sayed M. El-Rabaie Fathi E. Abd El-Samie et al.

Source: Journal of Electrical Systems and Information Technology, Vol 12, Iss 1, Pp 1-29 (2025)

Subject Terms: Automatic modulation classification (AMC), Underwater acoustic (UWA) channel, Orthogonal frequency division multiplexing (OFDM), Constellation diagram, Equalization, Image preprocessing, Electrical engineering. Electronics. Nuclear engineering, TK1-9971, Information technology, T58.5-58.64

File Description: electronic resource

Relation: https://doaj.org/toc/2314-7172

Access URL: https://doaj.org/article/3ddefcedd4b64c70ab3dcd702aeaa2e4

Automatic modulation classification for interrupted sampling proximity detector signals using time–frequency reconstruction network and polynomial chirplet transform

Authors: Guanghua Yi Xinhong Hao Xiaopeng Yan et al.

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-17 (2025)

Subject Terms: Automatic modulation classification, Interrupted sampling proximity detector signals, Time–frequency reconstruction network, Polynomial chirplet transform, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/50f49bd9df3544c4941ed322ee2265b4

Deep learning for enhancing automatic classification of M-PSK and M-QAM waveform signals dedicated to single-relay cooperative MIMO 5G systems

Authors: Haithem Ben Chikha Alaa Alaerjan Randa Jabeur

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-11 (2025)

Subject Terms: Automatic modulation classification, Deep learning, Single-relay cooperative MIMO 5G systems, M-PSK and M-QAM waveform signals, Smart grid, Distributed renewable energy systems, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/2f3321fb39da4ea68284488c2a35e441

Distributed Deep Learning for Modulation Classification in 6G Cell-Free Wireless Networks

Authors: Verbruggen, Dieter Sallouha, Hazem Pollin, Sofie

Source: 2024 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN). :114-119

Subject Terms: Signal Processing (eess.SP), Technology, Science & Technology, Deep-Learning, MASSIVE MIMO, Cell-free, Engineering, Electrical & Electronic, Distributed Processing, Engineering, Computer Science, Theory & Methods, Automatic Modulation Classification, Computer Science, Telecommunications, FOS: Electrical engineering, electronic engineering, information engineering, Network Architecture, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2403.08563

A lightweight deep learning architecture for automatic modulation classification of wireless internet of things

Authors: Jia Han Zhiyong Yu Jian Yang

Source: IET Communications, Vol 18, Iss 18, Pp 1220-1230 (2024)

Subject Terms: wireless Internet of Things, spectrum sensing, Telecommunication, deep learning, TK5101-6720, self‐attention, spectral correlation function, automatic modulation classification

Access URL: https://doaj.org/article/cb669d9cda1a4212bb682ba311c265e9

Power Consumption Analysis for Reverse Engineering Digital Modulation: A Novel Approach to Physical Layer Attacks on Communication Systems

Authors: Pareja, Pablo Nasser, Yehya Masmoudi, Ahmed et al.

Contributors: Pareja, Pablo Nasser, Yehya Masmoudi, Ahmed et al.

Source: Springer Communications in Computer and Information Science (CCIS) ; European Interdisciplinary Cybersecurity Conference ; https://imt-atlantique.hal.science/hal-04983776 ; European Interdisciplinary Cybersecurity Conference, Jun 2025, Rennes, France

Subject Terms: Physical Layer Security, Side-channel attack (SCA) Power Consumption Analysis Digital Modulations Automatic Modulation Classification (AMC) Machine Learning Boosted Trees Field-Programmable Gate Array (FPGA) HDL Physical Layer Security, HDL, Field-Programmable Gate Array (FPGA), Boosted Trees, Machine Learning, Automatic Modulation Classification (AMC), Digital Modulations, Power Consumption Analysis, Side-channel attack (SCA), [INFO.INFO-CR]Computer Science [cs]/Cryptography and Security [cs.CR], [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG], [SPI.TRON]Engineering Sciences [physics]/Electronics

Subject Geographic: Rennes, France

Availability: https://imt-atlantique.hal.science/hal-04983776
https://imt-atlantique.hal.science/hal-04983776v1/document
https://imt-atlantique.hal.science/hal-04983776v1/file/Springer_Submission_L1SeC.pdf

Automatic Modulation Classification for low-power IoT applications

Authors: Yasmin R. Mondino-Llermanos Graciela Corral-Briones

Source: IEEE Latin America Transactions. 22:204-212

Subject Terms: RADIO SPECTRUM ACCESS, FEATURE EXTRACTION, ARTIFICIAL NEURAL NETWORK, INTERNET OF THINGS, AUTOMATIC MODULATION CLASSIFICATION, MUTUAL INFORMATION

File Description: application/pdf

Access URL: http://hdl.handle.net/11336/267590