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1712.04578
Cited By
Over the Air Deep Learning Based Radio Signal Classification
13 December 2017
Tim O'Shea
Tamoghna Roy
T. Clancy
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Papers citing
"Over the Air Deep Learning Based Radio Signal Classification"
49 / 49 papers shown
Title
SpectrumFM: A Foundation Model for Intelligent Spectrum Management
F. Zhou
Chunyu Liu
Hao Zhang
Wei Wu
Qihui Wu
Derrick Wing Kwan Ng
Tony Q. S. Quek
Chan-Byoung Chae
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0
0
02 May 2025
Topological Neural Networks over the Air
Simone Fiorellino
Claudio Battiloro
P. Di Lorenzo
78
3
0
17 Feb 2025
AI/ML-Based Automatic Modulation Recognition: Recent Trends and Future Possibilities
Elaheh Jafarigol
Behnoud Alaghband
Azadeh Gilanpour
Saeid Hosseinipoor
Mirhamed Mirmozafari
63
1
0
07 Feb 2025
An Online Automatic Modulation Classification Scheme Based on Isolation Distributional Kernel
Xinpeng Li
Zile Jiang
Kai Ming Ting
Ye Zhu
27
0
0
03 Oct 2024
Meta-Learning Guided Label Noise Distillation for Robust Signal Modulation Classification
Xiaoyang Hao
Zhixi Feng
Tongqing Peng
Shuyuan Yang
NoLa
38
5
0
09 Aug 2024
A Hybrid Training-time and Run-time Defense Against Adversarial Attacks in Modulation Classification
Lu Zhang
S. Lambotharan
G. Zheng
G. Liao
Ambra Demontis
Fabio Roli
AAML
20
10
0
09 Jul 2024
A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Models
Yao Lu
Yutao Zhu
Yuqi Li
Dongwei Xu
Yun Lin
Qi Xuan
Xiaoniu Yang
39
5
0
12 Jun 2024
Adaptive LPD Radar Waveform Design with Generative Deep Learning
Matthew R. Ziemann
Christopher A. Metzler
30
0
0
18 Mar 2024
On the Impact of CDL and TDL Augmentation for RF Fingerprinting under Impaired Channels
O. Gul
Michel Kulhandjian
B. Kantarci
C. D’amours
A. Touazi
Cliff Ellement
18
2
0
11 Dec 2023
MoE-AMC: Enhancing Automatic Modulation Classification Performance Using Mixture-of-Experts
Jiaxin Gao
Qinglong Cao
Yuntian Chen
20
5
0
04 Dec 2023
Using Early Exits for Fast Inference in Automatic Modulation Classification
E. Mohammed
Omar Mashaal
H. Abou-zeid
21
3
0
22 Aug 2023
Multi-task Learning for Radar Signal Characterisation
Zi Huang
Akila Pemasiri
Simon Denman
Clinton Fookes
Terrence Martin
11
6
0
19 Jun 2023
Improving RF-DNA Fingerprinting Performance in an Indoor Multipath Environment Using Semi-Supervised Learning
M. Fadul
S. M. I. Donald R. Reising
Lakmali Weerasena
T. D. Loveless
Mina Sartipi
41
8
0
02 Apr 2023
Automatic Modulation Classification with Deep Neural Networks
Clayton A. Harper
Mitchell A. Thornton
Eric C. Larson
16
5
0
27 Jan 2023
Calibrating AI Models for Wireless Communications via Conformal Prediction
K. Cohen
Sangwoo Park
Osvaldo Simeone
S. Shamai
32
6
0
15 Dec 2022
WAIR-D: Wireless AI Research Dataset
Yourui Huangfu
Jian Wang
S. Dai
Rong Li
Jun Wang
Chongwen Huang
Zhaoyang Zhang
11
13
0
05 Dec 2022
Large Scale Radio Frequency Wideband Signal Detection & Recognition
Luke Boegner
Garrett M. Vanhoy
Phillip Vallance
Manbir Gulati
Dresden Feitzinger
B. Comar
Rob Miller
AI4TS
10
6
0
04 Nov 2022
Maximum Likelihood Distillation for Robust Modulation Classification
Javier Maroto
Gérôme Bovet
P. Frossard
AAML
13
5
0
01 Nov 2022
InFi: End-to-End Learning to Filter Input for Resource-Efficiency in Mobile-Centric Inference
Mu Yuan
Lan Zhang
Fengxiang He
Xueting Tong
Miao-Hui Song
Zhengyuan Xu
Xiang-Yang Li
26
2
0
28 Sep 2022
Incremental Learning with Differentiable Architecture and Forgetting Search
James Smith
Zachary Seymour
Han-Pang Chiu
OOD
CLL
AI4CE
34
4
0
19 May 2022
Automatic Machine Learning for Multi-Receiver CNN Technology Classifiers
A. Y. Abyaneh
Marwan Krunz
13
1
0
28 Apr 2022
Self-Contrastive Learning based Semi-Supervised Radio Modulation Classification
Dongxin Liu
Peng Wang
Tianshi Wang
Tarek F. Abdelzaher
SSL
25
41
0
29 Mar 2022
Multi-task Learning Approach for Modulation and Wireless Signal Classification for 5G and Beyond: Edge Deployment via Model Compression
Anu Jagannath
Jithin Jagannath
22
26
0
26 Feb 2022
Low-Interception Waveform: To Prevent the Recognition of Spectrum Waveform Modulation via Adversarial Examples
Haidong Xie
Jia Tan
Xiaoying Zhang
Nan Ji
Haihua Liao
Zuguo Yu
Xueshuang Xiang
Naijin Liu
AAML
84
1
0
20 Jan 2022
A Comprehensive Survey on Radio Frequency (RF) Fingerprinting: Traditional Approaches, Deep Learning, and Open Challenges
Anu Jagannath
Jithin Jagannath
P. Kumar
31
131
0
03 Jan 2022
PRONTO: Preamble Overhead Reduction with Neural Networks for Coarse Synchronization
N. Soltani
Debashri Roy
Kaushik R. Chowdhury
18
2
0
20 Dec 2021
Digital Signal Processing Using Deep Neural Networks
Brian Shevitski
Y. Watkins
Nicole Man
Michael Girard
AI4CE
28
4
0
21 Sep 2021
Scaled-Time-Attention Robust Edge Network
Richard Lau
Lihan Yao
Todd P. Huster
William Johnson
Stephen W. Arleth
Justin Wong
Devin Ridge
Michael Fletcher
William C. Headley
8
1
0
09 Jul 2021
Signal Processing Based Deep Learning for Blind Symbol Decoding and Modulation Classification
Samer S. Hanna
C. Dick
D. Cabric
42
38
0
19 Jun 2021
The Tags Are Alright: Robust Large-Scale RFID Clone Detection Through Federated Data-Augmented Radio Fingerprinting
Mauro Piva
G. Maselli
Francesco Restuccia
21
21
0
08 May 2021
On the benefits of robust models in modulation recognition
Javier Maroto
Gérôme Bovet
P. Frossard
AAML
13
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
37
53
0
01 Feb 2021
Deep Learning-based Resource Allocation For Device-to-Device Communication
Woongsup Lee
R. Schober
9
38
0
25 Nov 2020
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
19
66
0
28 Oct 2020
Radio Access Technology Characterisation Through Object Detection
Erika Fonseca
João F. Santos
Francisco Paisana
Luiz DaSilva
16
17
0
27 Jul 2020
Deep Learning for Wireless Communications
T. Erpek
Tim O'Shea
Y. Sagduyu
Yi Shi
T. Clancy
26
134
0
12 May 2020
Efficient Training of Deep Classifiers for Wireless Source Identification using Test SNR Estimates
Xingchen Wang
Shengtai Ju
Xiwen Zhang
Sharan Ramjee
Aly El Gamal
16
5
0
26 Dec 2019
Data Augmentation for Deep Learning-based Radio Modulation Classification
Liang Huang
Weijian Pan
You Zhang
L. Qian
Nan Gao
Yuan Wu
28
133
0
06 Dec 2019
Deep Learning for Over-the-Air Non-Orthogonal Signal Classification
Tongyang Xu
I. Darwazeh
13
21
0
14 Nov 2019
The Threat of Adversarial Attacks on Machine Learning in Network Security -- A Survey
Olakunle Ibitoye
Rana Abou-Khamis
Mohamed el Shehaby
Ashraf Matrawy
M. O. Shafiq
AAML
26
68
0
06 Nov 2019
Real-Time and Embedded Deep Learning on FPGA for RF Signal Classification
S. Soltani
Y. Sagduyu
Raqibul Hasan
Kemal Davaslioglu
Hongmei Deng
T. Erpek
20
31
0
13 Oct 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
Deep Learning for Large-Scale Real-World ACARS and ADS-B Radio Signal Classification
Shichuan Chen
Shilian Zheng
Lifeng Yang
Xiaoniu Yang
31
59
0
20 Apr 2019
AutoEncoders for Training Compact Deep Learning RF Classifiers for Wireless Protocols
S. Kokalj-Filipovic
Rob Miller
Joshua Morman
11
11
0
13 Apr 2019
Big Data Goes Small: Real-Time Spectrum-Driven Embedded Wireless Networking Through Deep Learning in the RF Loop
Francesco Restuccia
Tommaso Melodia
15
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
25
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
22
145
0
16 Jan 2019
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
23
87
0
19 Jun 2018
An Introduction to Deep Learning for the Physical Layer
Tim O'Shea
J. Hoydis
AI4CE
89
2,171
0
02 Feb 2017
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