Multi-task learning approach for modulation and wireless signal classification for 5G and beyond: Edge deployment via model compression

Dataset for modulation classification and signal type classification for multi-task and single task learning

(2021) Anu Jagannath et al.   Computer Networks

CNN-Based Automatic Modulation Classification for Beyond 5G Communications

(2020) Ade Pitra Hermawan et al.   IEEE COMMUNICATIONS LETTERS

Sentiment and Sarcasm Classification With Multitask Learning

(2019) Navonil Majumder et al.   IEEE INTELLIGENT SYSTEMS

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

(2019) Yu Wang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Machine learning for wireless communications in the Internet of Things: A comprehensive survey

(2019) Jithin Jagannath et al.   Ad Hoc Networks

A Network Coding-Based Braided Multipath Routing Protocol for Wireless Sensor Networks

(2019) Zhihua Li et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Robust Automated VHF Modulation Recognition Based on Deep Convolutional Neural Networks

(2018) Rundong Li et al.   IEEE COMMUNICATIONS LETTERS

Over-the-Air Deep Learning Based Radio Signal Classification

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

Likelihood-Based Automatic Modulation Classification in OFDM with Index Modulation

(2018) Jianping Zheng 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

Hierarchical Hypothesis and Feature-Based Blind Modulation Classification for Linearly Modulated Signals

(2017) Sudhan Majhi et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Spectrum access system for the citizen broadband radio service

(2015) Munawwar M. Sohul et al.   IEEE COMMUNICATIONS MAGAZINE

Asynchronous Linear Modulation Classification With Multiple Sensors via Generalized EM Algorithm

(2015) Onur Ozdemir et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Distributed Maximum Likelihood Classification of Linear Modulations Over Nonidentical Flat Block-Fading Gaussian Channels

(2015) Berkan Dulek et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Cumulants-based modulation classification technique in multipath fading channels

(2015) Dah-Chung Chang et al.   IET Communications

Semi-Supervised Multitask Learning for Scene Recognition

(2015) Xiaoqiang Lu et al.   IEEE Transactions on Cybernetics

Automatic modulation classification of digital modulations in presence of HF noise

(2012) Hazza Alharbi et al.   EURASIP Journal on Advances in Signal Processing

A Novel Modulation-Sensing Method

(2011) Jide Popoola et al.   IEEE Vehicular Technology Magazine

On the likelihood-based approach to modulation classification

(2009) Fahed Hameed et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS