RF Signal Feature Extraction in Integrated Sensing and Communication

Unsupervised Drones Swarm Characterization Using RF Signals Analysis and Machine Learning Methods

(2023) Nerya Ashush et al.   SENSORS

Class-E Power Amplifiers Incorporating Fingerprint Augmentation With Combinatorial Security Primitives for Machine-Learning-Based Authentication in 65 nm CMOS

(2022) Yuyi Shen et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

A study on the performance evaluation of wavelet decomposition in transient‐based radio frequency fingerprinting of Bluetooth devices

(2022) Hemam Almashaqbeh et al.   MICROWAVE AND OPTICAL TECHNOLOGY LETTERS

Integrated Sensing and Communications: Toward Dual-Functional Wireless Networks for 6G and Beyond

(2022) Fan Liu et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

RF Fingerprint Extraction Method Based on CEEMDAN and Multidomain Joint Entropy

(2022) JianYu Wei et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Wavelet transform analytics for RF-based UAV detection and identification system using machine learning

(2022) Olusiji .O. Medaiyese et al.   Pervasive and Mobile Computing

Wi-Fi Sensing for Joint Gesture Recognition and Human Identification From Few Samples in Human-Computer Interaction

(2022) Ronghui Zhang et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Few-Shot Specific Emitter Identification via Deep Metric Ensemble Learning

(2022) Yu Wang et al.   IEEE Internet of Things Journal

Radio Frequency Fingerprinting Exploiting Non-Linear Memory Effect

(2022) Yuepei Li et al.   IEEE Transactions on Cognitive Communications and Networking

Specific Emitter Identification Based on Multi-Domain Feature Fusion and Integrated Learning

(2021) Ling-Zhi Qu et al.   Symmetry-Basel

Orientation and Channel-Independent RF Fingerprinting for 5G IEEE 802.11ad Devices

(2021) Ning Wang et al.   IEEE Internet of Things Journal

Radio Frequency Fingerprint Collaborative Intelligent Identification Using Incremental Learning

(2021) Mingqian Liu et al.   IEEE Transactions on Network Science and Engineering

DPSNet: Multitask Learning Using Geometry Reasoning for Scene Depth and Semantics

(2021) Junning Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

An Identity Authentication Method of a MIoT Device Based on Radio Frequency (RF) Fingerprint Technology

(2020) Qiao Tian et al.   SENSORS

Device-Free Wireless Sensing for Human Detection: The Deep Learning Perspective

(2020) Ronghui Zhang et al.   IEEE Internet of Things Journal

Multi-Scale Neighborhood Feature Extraction and Aggregation for Point Cloud Segmentation

(2020) Dawei Li et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Deep learning based RF fingerprinting for device identification and wireless security

(2018) Qingyang Wu et al.   ELECTRONICS LETTERS

Radio Frequency Fingerprint Extraction Based on Multidimension Permutation Entropy

(2017) Shouyun Deng et al.   International Journal of Antennas and Propagation

Specific Emitter Identification Based on Nonlinear Dynamical Characteristics

(2016) Guangquan Huang et al.   CANADIAN JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING-REVUE CANADIENNE DE GENIE ELECTRIQUE ET INFORMATIQUE

Wireless Physical-Layer Identification: Modeling and Validation

(2016) Wenhao Wang et al.   IEEE Transactions on Information Forensics and Security

GenePrint: Generic and Accurate Physical-Layer Identification for UHF RFID Tags

(2016) Jinsong Han et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

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

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

Identifying Wireless Users via Transmitter Imperfections

(2011) Adam C. Polak et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Wavelet Fingerprinting of Radio-Frequency Identification (RFID) Tags

(2011) Crystal Bertoncini et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS