Martins Ezuma
Works (8)
Updated: July 5th, 2023 15:31
2022 journal article
Wavelet transform analytics for RF-based UAV detection and identification system using machine learning & nbsp;
Wavelet transform analytics for RF-based UAV detection and identification system using machine learning & nbsp;
PERVASIVE AND MOBILE COMPUTING, 82.
co-author countries:
United States of America 🇺🇸
author keywords: Interference; RF fingerprinting; Scattergram; Scalogram; SqueezeNet; UAVs; Wavelet transform
arxiv.org (repository)
Sources: Web Of Science, ORCID
Added: March 4, 2022
2022 journal article
Comparative Analysis of Radar-Cross-Section-Based UAV Recognition Techniques
IEEE SENSORS JOURNAL, 22(18), 17932–17949.
co-author countries:
Finland 🇫🇮 United States of America 🇺🇸
author keywords: Deep learning (DL); machine learning (ML); radar cross section (RCS); statistical learning (SL); target identification and recognition; unmanned aerial vehicles (UAVs)
Sources: Web Of Science, ORCID
Added: August 4, 2022
2022 journal article
Hierarchical Learning Framework for UAV Detection and Identification
IEEE JOURNAL OF RADIO FREQUENCY IDENTIFICATION, 6, 176–188.
co-author countries:
United States of America 🇺🇸
author keywords: Autonomous aerial vehicles; Feature extraction; Wireless fidelity; Radio frequency; Bluetooth; Sensors; Signal to noise ratio; Autoencoder; Hilbert Huang transform; RF fingerprinting; unmanned aerial system; wavelet packet transform
Source: Web Of Science
Added: April 18, 2022
2022 journal article
Radar Cross Section Based Statistical Recognition of UAVs at Microwave Frequencies
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 58(1), 27–46.
co-author countries:
United States of America 🇺🇸
author keywords: Radar cross-sections; Radar; Radar imaging; Target recognition; Signal to noise ratio; Drones; Propellers; Akaike information criterion (AIC); automatic target recognition (ATR); Bayesian information criterion (BIC); classification; compact-range chamber; detection; radar cross-section (RCS); unmanned aerial vehicle (UAV)
Sources: Web Of Science, ORCID
Added: February 10, 2022
2021 article
FPGA prototyping of synchronized chaotic map for UAV secure communication
2021 IEEE AEROSPACE CONFERENCE (AEROCONF 2021).
co-author countries:
Mexico 🇲🇽 United States of America 🇺🇸
Source: Web Of Science
Added: September 13, 2021
2021 article
Semi-supervised Learning Framework for UAV Detection
2021 IEEE 32ND ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS (PIMRC).
co-author countries:
United States of America 🇺🇸
author keywords: local outlier factor; wavelet packet transform; UAV; RF fingerprinting; detection
Sources: Web Of Science, ORCID
Added: May 23, 2022
2020 journal article
Detection and Classification of UAVs Using RF Fingerprints in the Presence of Wi-Fi and Bluetooth Interference
IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY, 1, 60–76.
co-author countries:
United States of America 🇺🇸
author keywords: Interference; machine learning; Markov models; RF fingerprinting; unmanned aerial vehicles (UAVs); UAV detection and classification
Sources: Web Of Science, ORCID
Added: January 2, 2020
2019 journal article
A New Chaotic Oscillator-Properties, Analog Implementation, and Secure Communication Application
IEEE ACCESS, 7, 7510–7521.
co-author countries:
Mexico 🇲🇽 United States of America 🇺🇸
author keywords: Chaotic system; Lyapunov spectrum; bifurcation analysis; analog circuit; secure communication; self-synchronization
Source: Web Of Science
Added: February 11, 2019
