Radio Frequency Signal Identification Using Transfer Learning Based on LSTM

A Survey: Neural Network-Based Deep Learning for Acoustic Event Detection

(2019) Xianjun Xia et al.   CIRCUITS SYSTEMS AND SIGNAL PROCESSING

LSTM Fully Convolutional Networks for Time Series Classification

(2018) Fazle Karim et al.   IEEE Access

A Novel Transfer Learning Approach to Enhance Deep Neural Network Classification of Brain Functional Connectomes

(2018) Hailong Li et al.   Frontiers in Neuroscience

Learning to Monitor Machine Health with Convolutional Bi-Directional LSTM Networks

(2017) Rui Zhao et al.   SENSORS

Convolutional Recurrent Neural Networks forHyperspectral Data Classification

(2017) Hao Wu et al.   Remote Sensing

Continuous Timescale Long-Short Term Memory Neural Network for Human Intent Understanding

(2017) Zhibin Yu et al.   Frontiers in Neurorobotics

Device Fingerprinting in Wireless Networks: Challenges and Opportunities

(2016) Qiang Xu et al.   IEEE Communications Surveys and Tutorials

Feature Selection for RF Fingerprinting With Multiple Discriminant Analysis and Using ZigBee Device Emissions

(2016) Trevor J. Bihl et al.   IEEE Transactions on Information Forensics and Security

Time-Delay Neural Network for Continuous Emotional Dimension Prediction From Facial Expression Sequences

(2016) Hongying Meng et al.   IEEE Transactions on Cybernetics

Language Identification in Short Utterances Using Long Short-Term Memory (LSTM) Recurrent Neural Networks

(2016) Ruben Zazo et al.   PLoS One

Novel ECG Signal Classification Based on KICA Nonlinear Feature Extraction

(2015) Hongqiang Li et al.   CIRCUITS SYSTEMS AND SIGNAL PROCESSING

Classification performance using 'RF-DNA' fingerprinting of ultra-wideband noise waveforms

(2015) M. Lukacs et al.   ELECTRONICS LETTERS

Authorized and Rogue Device Discrimination Using Dimensionally Reduced RF-DNA Fingerprints

(2015) Donald R. Reising et al.   IEEE Transactions on Information Forensics and Security

Improving ZigBee Device Network Authentication Using Ensemble Decision Tree Classifiers With Radio Frequency Distinct Native Attribute Fingerprinting

(2015) Hiren J. Patel et al.   IEEE TRANSACTIONS ON RELIABILITY

Application of wavelet-based RF fingerprinting to enhance wireless network security

(2013) Randall W. Klein et al.   JOURNAL OF COMMUNICATIONS AND NETWORKS

Intrinsic Physical-Layer Authentication of Integrated Circuits

(2011) William E. Cobb et al.   IEEE Transactions on Information Forensics and Security

Feature extraction approaches to RF fingerprinting for device identification in femtocells

(2010) Patricia Scanlon et al.   BELL LABS TECHNICAL JOURNAL