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

An Improved Neural Network Pruning Technology for Automatic Modulation Classification in Edge Devices

(2020) Yun Lin et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

LightAMC: Lightweight Automatic Modulation Classification via Deep Learning and Compressive Sensing

(2020) Yu Wang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Ten Challenges in Advancing Machine Learning Technologies toward 6G

(2020) Nei Kato et al.   IEEE WIRELESS COMMUNICATIONS

Survey on Deep Neural Networks in Speech and Vision Systems

(2020) M. Alam et al.   NEUROCOMPUTING

Automatic Modulation Classification Using Gated Recurrent Residual Network

(2020) Sai Huang et al.   IEEE Internet of Things Journal

Deep Learning for Ultra-Reliable and Low-Latency Communications in 6G Networks

(2020) Changyang She et al.   IEEE NETWORK

Complex-Valued Networks for Automatic Modulation Classification

(2020) Ya Tu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

A Survey of the Usages of Deep Learning for Natural Language Processing

(2020) Daniel W. Otter et al.   IEEE Transactions on Neural Networks and Learning Systems

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

Deep CNN-Based Channel Estimation for mmWave Massive MIMO Systems

(2019) Peihao Dong et al.   IEEE Journal of Selected Topics in Signal Processing

Towards Optimal Power Control via Ensembling Deep Neural Networks

(2019) Fei Liang et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Over-the-Air Deep Learning Based Radio Signal Classification

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

A Survey on Deep Learning

(2018) Samira Pouyanfar et al.   ACM COMPUTING SURVEYS

Automatic Modulation Classification: A Deep Learning Enabled Approach

(2018) Fan Meng et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Modulation Classification Based on Signal Constellation Diagrams and Deep Learning

(2018) Shengliang Peng et al.   IEEE Transactions on Neural Networks and Learning Systems

Automatic Modulation Classification Using Deep Learning Based on Sparse Autoencoders With Nonnegativity Constraints

(2017) Afan Ali et al.   IEEE SIGNAL PROCESSING LETTERS

A Front End for Discriminative Learning in Automatic Modulation Classification

(2011) Francisco C. B. F. Muller et al.   IEEE COMMUNICATIONS LETTERS