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03/15/2023
Bluetooth and WiFi Dataset for Real World RF Fingerprinting of Commercial Devices
RF fingerprinting is emerging as a physical layer security scheme to ide...
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02/04/2023
Generalization of Deep Reinforcement Learning for Jammer-Resilient Frequency and Power Allocation
We tackle the problem of joint frequency and power allocation while emph...
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09/22/2022
Embedding-Assisted Attentional Deep Learning for Real-World RF Fingerprinting of Bluetooth
A scalable and computationally efficient framework is designed to finger...
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09/07/2022
RF Fingerprinting Needs Attention: Multi-task Approach for Real-World WiFi and Bluetooth
A novel cross-domain attentional multi-task architecture - xDom - for ro...
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06/30/2022
Security and Privacy vulnerabilities of 5G/6G and WiFi 6: Survey and Research Directions from a Coexistence Perspective
Spectrum scarcity has been a major concern for achieving the desired qua...
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05/13/2022
Distributed Transmission Control for Wireless Networks using Multi-Agent Reinforcement Learning
We examine the problem of transmission control, i.e., when to transmit, ...
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04/09/2022
MR-iNet Gym: Framework for Edge Deployment of Deep Reinforcement Learning on Embedded Software Defined Radio
Dynamic resource allocation plays a critical role in the next generation...
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04/09/2022
Deep neural network goes lighter: A case study of deep compression techniques on automatic RF modulation recognition for Beyond 5G networks
Automatic RF modulation recognition is a primary signal intelligence (SI...
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04/05/2022
Digital Twin Virtualization with Machine Learning for IoT and Beyond 5G Networks: Research Directions for Security and Optimal Control
Digital twin (DT) technologies have emerged as a solution for real-time ...
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02/26/2022
Multi-task Learning Approach for Modulation and Wireless Signal Classification for 5G and Beyond: Edge Deployment via Model Compression
Future communication networks must address the scarce spectrum to accomm...
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01/24/2022
Design of Fieldable Cross-Layer Optimized Network using Embedded Software Defined Radios: Survey and Novel Architecture with Field Trials
The proliferation of wireless devices and their ever increasing influenc...
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01/03/2022
A Comprehensive Survey on Radio Frequency (RF) Fingerprinting: Traditional Approaches, Deep Learning, and Open Challenges
Fifth generation (5G) networks and beyond envisions massive Internet of ...
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12/03/2021
Machine Learning Subsystem for Autonomous Collision Avoidance on a small UAS with Embedded GPU
Interest in unmanned aerial system (UAS) powered solutions for 6G commun...
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10/03/2021
Fieldable Cross-Layer Optimized Embedded Software Defined Radio is Finally Here!
The concept of cross-layer optimization has been around for several year...
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06/06/2021
Adversarial Classification of the Attacks on Smart Grids Using Game Theory and Deep Learning
Smart grids are vulnerable to cyber-attacks. This paper proposes a game-...
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05/04/2021
Intelligent Zero Trust Architecture for 5G/6G Tactical Networks: Principles, Challenges, and the Role of Machine Learning
In this position paper, we discuss the critical need for integrating zer...
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01/25/2021
Multi-task Learning Approach for Automatic Modulation and Wireless Signal Classification
Wireless signal recognition is becoming increasingly more significant fo...
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09/07/2020
Deep Learning and Reinforcement Learning for Autonomous Unmanned Aerial Systems: Roadmap for Theory to Deployment
Unmanned Aerial Systems (UAS) are being increasingly deployed for commer...
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05/01/2020
Breaking the Bound: Rate-2, Full Diversity, Orthogonal MIMO-STBC Transceiver Design
Space Time Block Codes (STBCs) from orthogonal designs have attracted si...
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04/29/2020
High rate-reliability beamformer design for 2x2 MIMO-OFDM system under hostile jamming
Multiple-input multiple-output (MIMO) systems find immense potential and...
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04/22/2020
Redefining Wireless Communication for 6G: Signal Processing Meets Deep Learning
The year 2019 witnessed the rollout of 5G standard, which promises to of...
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07/22/2019
Towards Higher Spectral Efficiency: Rate-2 Full-Diversity Complex Space-Time Block Codes
The upcoming 5G networks demand high-speed and high spectral-efficiency ...
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04/10/2019
VL-ROUTE: A Cross-Layer Routing Protocol for Visible Light Ad Hoc Network
Visible Light Ad Hoc Networks (LANETs) is being perceived as an emerging...
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03/21/2019
HELPER: Heterogeneous Efficient Low Power Radio for Enabling Ad Hoc Emergency Public Safety Networks
Natural and man-made disasters have been causing destruction and distres...
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01/23/2019