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Keyword

IQ samples

Description: Paired in-phase and quadrature signal samples representing complex-valued radio-frequency or communication signals.
OpenAlex ID: keywords/iq-samples
An Introduction to Deep Learning for the Physical Layer
2017 · Timothy O'Shea, Jakob Hoydis · IEEE Transactions on Cognitive Communications and Networking · 2,939
Deep Learning Convolutional Neural Networks for Radio Identification
2018 · Shamnaz Riyaz, Kunal Sankhe, et al. · IEEE Communications Magazine · 378
ORACLE: Optimized Radio clAssification through Convolutional neuraL nEtworks
2019 · Kunal Sankhe, Mauro Belgiovine, et al. · 375
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No Radio Left Behind: Radio Fingerprinting Through Deep Learning of Physical-Layer Hardware Impairments
2019 · Kunal Sankhe, Mauro Belgiovine, et al. · IEEE Transactions on Cognitive Communications and Networking · 256
Evaluating Adversarial Evasion Attacks in the Context of Wireless Communications
2019 · Bryse Flowers, R. Michael Buehrer, et al. · IEEE Transactions on Information Forensics and Security · 189
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PAST-AI: Physical-Layer Authentication of Satellite Transmitters via Deep Learning
2022 · Gabriele Oligeri, Savio Sciancalepore, et al. · IEEE Transactions on Information Forensics and Security · 115
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Deep Learning-Based Channel Prediction in Realistic Vehicular Communications
2019 · Jhihoon Joo, Myung Chul Park, et al. · IEEE Access · 89
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Trojan Attacks on Wireless Signal Classification with Adversarial Machine Learning
2019 · Kemal Davaslioglu, Yalin E. Sagduyu · IEEE International Symposium on Dynamic Spectrum Access Networks · 85
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Signal Detection and Classification in Shared Spectrum: A Deep Learning Approach
2021 · Wenhan Zhang, Mingjie Feng, et al. · 69
Big Data Goes Small: Real-Time Spectrum-Driven Embedded Wireless Networking Through Deep Learning in the RF Loop
2019 · Francesco Restuccia, Tommaso Melodia · 57
DeepAoANet: Learning Angle of Arrival From Software Defined Radios With Deep Neural Networks
2022 · Zhuangzhuang Dai, Yuhang He, et al. · IEEE Access · 45
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AirID: Injecting a Custom RF Fingerprint for Enhanced UAV Identification using Deep Learning
2020 · Subhramoy Mohanti, Nasim Soltani, et al. · Globecom · 42
Automatic Modulation Classification for OFDM Systems Using Bi-Stream and Attention-Based CNN-LSTM Model
2024 · Anand Kumar, Mahesh Shamrao Chaudhari, et al. · IEEE Communications Letters · 32
Jamming Detection in Low-BER Mobile Indoor Scenarios via Deep Learning
2023 · Savio Sciancalepore, Fabrice Kusters, et al. · IEEE Internet of Things Journal · 29
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A semi-supervised learning approach towards automatic wireless technology recognition
2019 · Miguel Camelo, Adnan Shahid, et al. · IEEE International Symposium on Dynamic Spectrum Access Networks · 29
MSGNet: A Multi-Feature Lightweight Learning Network for Automatic Modulation Recognition
2024 · Zhengyu Zhu, Ning Zhou, et al. · IEEE Communications Letters · 27
Detecting Interference in Wireless Sensor Network Received Samples: A Machine Learning Approach
2020 · George D. O'Mahony, Philip J. Harris, et al. · IEEE World Forum on Internet of Things (WF-IoT) · 27
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Real-time communication system design using RTL-SDR and Raspberry Pi
2013 · R. Danymol, T. Ajitha, et al. · International Conference on Advanced Computing and Communication Systems (ICACCS) · 27
Convolutional Neural Network Aided Signal Modulation Recognition in OFDM Systems
2020 · Sheng Hong, Yu Wang, et al. · IEEE Vehicular Technology Conference · 24
Specific Emitter Identification Against Unreliable Features Interference Based on Time-Series Classification Network Structure
2020 · Yinghui Liu, Hua Xu, et al. · IEEE Access · 22
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An Introduction to Deep Learning for the Physical Layer
2017 · O'Shea, Timothy J., Hoydis, Jakob · arXiv (Cornell University) · 18
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ICARUS: Learning on IQ and Cycle Frequencies for Detecting Anomalous RF Underlay Signals
2023 · Debashri Roy, Vini Chaudhury, et al. · 16
Comprehensive RF Dataset Collection and Release: A Deep Learning-Based Device Fingerprinting Use Case
2021 · Abdurrahman Elmaghbub, Bechir Hamdaoui · IEEE Globecom Workshops (GC Wkshps) · 16
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Phase-based Angle estimation approach in Indoor Localization system using Bluetooth Low Energy
2020 · Gaurav Kumar, Vrinda Gupta, et al. · International Conference on Smart Electronics and Communication (ICOSEC) · 16
Automatic Modulation Classification Using Multi-Scale Convolutional Neural Network
2020 · Hongtai Chen, Li Guo, et al. · IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) · 16
Works count: 260
Citation count: 5,392
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