Over the Air Deep Learning Based Radio Signal Classification

13 December 2017

Papers citing "Over the Air Deep Learning Based Radio Signal Classification"

7 / 57 papers shown

Title
Big Data Goes Small: Real-Time Spectrum-Driven Embedded Wireless Networking Through Deep Learning in the RF Loop Francesco Restuccia Tommaso Melodia 31 44 0 12 Mar 2019
Mitigation of Adversarial Examples in RF Deep Classifiers Utilizing AutoEncoder Pre-training S. Kokalj-Filipovic Rob Miller Nicholas Chang Chi Leung Lau AAML 19 36 0 16 Feb 2019
Machine Learning for Wireless Communications in the Internet of Things: A Comprehensive Survey Jithin Jagannath Nicholas Polosky Anu Jagannath Francesco Restuccia Tommaso Melodia 33 228 0 23 Jan 2019
Fast Deep Learning for Automatic Modulation Classification Sharan Ramjee Shengtai Ju Diyu Yang Xiaoyu Liu Aly El Gamal Yonina C. Eldar 30 145 0 16 Jan 2019
AI-Aided Online Adaptive OFDM Receiver: Design and Experimental Results Peiwen Jiang Tianqi Wang B. Han Xuanxuan Gao Jing Zhang Chao-Kai Wen Shi Jin Geoffrey Ye Li 32 33 0 17 Dec 2018
Deep Learning Classification of 3.5 GHz Band Spectrograms with Applications to Spectrum Sensing W. Max Lees Adam Wunderlich Peter J. Jeavons P. Hale M. Souryal 25 87 0 19 Jun 2018
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 89 2,174 0 02 Feb 2017