Toward Next-Generation Signal Intelligence: A Hybrid Knowledge and Data-Driven Deep Learning Framework for Radio Signal Classification

Multisignal Modulation Classification Using Sliding Window Detection and Complex Convolutional Network in Frequency Domain

(2022) Changbo Hou et al.   IEEE Internet of Things Journal

Dynamic Spectrum Access Using Stochastic Multi-User Bandits

(2021) Meghana Bande et al.   IEEE Wireless Communications Letters

Large-scale real-world radio signal recognition with deep learning

(2021) Ya TU et al.   Chinese Journal of Aeronautics

A Spatiotemporal Multi-Channel Learning Framework for Automatic Modulation Recognition

(2020) Jialang Xu et al.   IEEE Wireless Communications Letters

Automatic Modulation Classification Based on Deep Residual Networks With Multimodal Information

(2020) Peihan Qi et al.   IEEE Transactions on Cognitive Communications and Networking

Contour Stella Image and Deep Learning for Signal Recognition in the Physical Layer

(2020) Yun Lin et al.   IEEE Transactions on Cognitive Communications and Networking

DeepReceiver: A Deep Learning-Based Intelligent Receiver for Wireless Communications in the Physical Layer

(2020) Shilian Zheng et al.   IEEE Transactions on Cognitive Communications and Networking

Domain Knowledge-Based Deep-Broad Learning Framework for Fault Diagnosis

(2020) Jian Feng et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Automatic Modulation Classification Using Interacting Multiple Model Kalman Filter for Channel Estimation

(2019) Ahmed O. Abdul Salam et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Automatic Modulation Classification Using Convolutional Neural Network With Features Fusion of SPWVD and BJD

(2019) Zufan Zhang et al.   IEEE Transactions on Signal and Information Processing over Networks

A Comprehensive Survey on Internet of Things (IoT) Toward 5G Wireless Systems

(2019) Lalit Chettri et al.   IEEE Internet of Things Journal

Over-the-Air Deep Learning Based Radio Signal Classification

(2018) Timothy James O'Shea et al.   IEEE Journal of Selected Topics in Signal Processing

Spectrum Sharing Planning for Full-Duplex UAV Relaying Systems with Underlaid D2D Communications

(2018) Haichao Wang et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Design and Implementation of a Tree-Based Blind Modulation Classification Algorithm for Multiple-Antenna Systems

(2018) Rahul Gupta et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Automatic Modulation Classification of Overlapped Sources Using Multi-Gene Genetic Programming With Structural Risk Minimization Principle

(2018) Sai Huang et al.   IEEE Access

Performance analysis and improvement of machine learning algorithms for automatic modulation recognition over Rayleigh fading channels

(2017) M. A. Hazar et al.   NEURAL COMPUTING & APPLICATIONS

Novel Automatic Modulation Classification Using Cumulant Features for Communications via Multipath Channels

(2008) Hsiao-Chun Wu et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS