Deep Architectures for Modulation Recognition

27 March 2017

Papers citing "Deep Architectures for Modulation Recognition"

25 / 25 papers shown

Title
AI/ML-Based Automatic Modulation Recognition: Recent Trends and Future Possibilities Elaheh Jafarigol Behnoud Alaghband Azadeh Gilanpour Saeid Hosseinipoor Mirhamed Mirmozafari 69 1 0 07 Feb 2025
Meta-Learning Guided Label Noise Distillation for Robust Signal Modulation Classification Xiaoyang Hao Zhixi Feng Tongqing Peng Shuyuan Yang NoLa 43 5 0 09 Aug 2024
Deep Learning for Low-Latency, Quantum-Ready RF Sensing P. Gokhale Caitlin Carnahan William Clark Teague Tomesh Frederic T. Chong 31 1 0 27 Apr 2024
Adversarial Attacks on LoRa Device Identification and Rogue Signal Detection with Deep Learning Y. Sagduyu T. Erpek 24 2 0 27 Dec 2023
Multi-task Learning for Radar Signal Characterisation Zi Huang Akila Pemasiri Simon Denman Clinton Fookes Terrence Martin 19 6 0 19 Jun 2023
Maximum Likelihood Distillation for Robust Modulation Classification Javier Maroto Gérôme Bovet P. Frossard AAML 18 5 0 01 Nov 2022
Training from Zero: Radio Frequency Machine Learning Data Quantity Forecasting IV WilliamH.Clark Alan J. Michaels 16 2 0 07 May 2022
RF Signal Transformation and Classification using Deep Neural Networks Umar Khalid Nazmul Karim Nazanin Rahnavard 30 4 0 06 Apr 2022
An Analysis of Complex-Valued CNNs for RF Data-Driven Wireless Device Classification Jun Chen Weng-Keen Wong B. Hamdaoui Abdurrahman Elmaghbub K. Sivanesan R. Dorrance Lily L. Yang 18 10 0 20 Feb 2022
Learning of Time-Frequency Attention Mechanism for Automatic Modulation Recognition Shan Lin Yuan Zeng Yi Gong 8 57 0 05 Nov 2021
Open-set Classification of Common Waveforms Using A Deep Feed-forward Network and Binary Isolation Forest Models C. T. Fredieu A. Martone R. M. Buehrer 20 4 0 01 Oct 2021
Digital Signal Processing Using Deep Neural Networks Brian Shevitski Y. Watkins Nicole Man Michael Girard AI4CE 31 4 0 21 Sep 2021
Classification of Common Waveforms Including a Watchdog for Unknown Signals C. T. Fredieu Justin Bui A. Martone R. Marks Charles Baylis R. M. Buehrer UQCV 39 3 0 16 Aug 2021
On the benefits of robust models in modulation recognition Javier Maroto Gérôme Bovet P. Frossard AAML 26 4 0 27 Mar 2021
Robust Adversarial Attacks Against DNN-Based Wireless Communication Systems Alireza Bahramali Milad Nasr Amir Houmansadr Dennis Goeckel Don Towsley AAML 40 53 0 01 Feb 2021
SigNet: A Novel Deep Learning Framework for Radio Signal Classification Zhuangzhi Chen Hui Cui Jingyang Xiang Kunfeng Qiu Liang Huang Shilian Zheng Shichuan Chen Qi Xuan Xiaoniu Yang 27 66 0 28 Oct 2020
Adversarial Filters for Secure Modulation Classification A. Berian K. Staab N. Teku G. Ditzler T. Bose Ravi Tandon AAML 19 7 0 15 Aug 2020
A Novel Deep Neural Network Based Approach for Sparse Code Multiple Access Jinzhi Lin Shengzhong Feng Zhile Yang Yun Zhang Yong Zhang 37 32 0 04 Jun 2019
Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection Xiwen Zhang T. Seyfi Shengtai Ju Sharan Ramjee Aly El Gamal Yonina C. Eldar 19 37 0 16 May 2019
Big Data Goes Small: Real-Time Spectrum-Driven Embedded Wireless Networking Through Deep Learning in the RF Loop Francesco Restuccia Tommaso Melodia 23 44 0 12 Mar 2019
Machine Learning for Wireless Communications in the Internet of Things: A Comprehensive Survey Jithin Jagannath Nicholas Polosky Anu Jagannath Francesco Restuccia Tommaso Melodia 33 227 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 24 145 0 16 Jan 2019
Polar Feature Based Deep Architectures for Automatic Modulation Classification Considering Channel Fading Chieh-Fang Teng Ching-Chun Liao Chun-Hsiang Chen A. Wu 6 23 0 04 Oct 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 45 1,304 0 12 Mar 2018
Over the Air Deep Learning Based Radio Signal Classification Tim O'Shea Tamoghna Roy T. Clancy 30 1,064 0 13 Dec 2017