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RML22: Realistic Dataset Generation for Wireless Modulation Classification

IEEE transactions on wireless communications, 2023-11, Vol.22 (11), p.1-1

2023

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A Sampling Theory Perspective of Graph-Based Semi-Supervised Learning

IEEE transactions on information theory, 2019-04, Vol.65 (4), p.2322-2342

2019

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A Linearly Convergent Douglas-Rachford Splitting Solver for Markovian Information-Theoretic Optimization Problems

IEEE transactions on information theory, 2023-05, Vol.69 (5), p.3372-3399

2023

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Toward Generalization of Deep Learning-Based Plant Disease Identification Under Controlled and Field Conditions

IEEE access, 2023, Vol.11, p.9042-9057

2023

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Deep Learning for DOA Estimation in MIMO Radar Systems via Emulation of Large Antenna Arrays

IEEE communications letters, 2021-05, Vol.25 (5), p.1559-1563

2021

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Deep neural network architectures for modulation classification

2017 51st Asilomar Conference on Signals, Systems, and Computers, 2017, p.915-919

2017

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Efficient Training of Deep Classifiers for Wireless Source Identification Using Test SNR Estimates

IEEE wireless communications letters, 2020-08, Vol.9 (8), p.1314-1318

2020

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A survey on using deep learning techniques for plant disease diagnosis and recommendations for development of appropriate tools

Smart agricultural technology, 2023-02, Vol.3, p.100083, Article 100083

2023

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Efficient Multi-View Learning Based on the Information Bottleneck Paradigm

2022 56th Asilomar Conference on Signals, Systems, and Computers, 2022, p.1393-1397

2022

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IEEE TCCN Special Section Editorial: Machine Learning and Artificial Intelligence for the Physical Layer

IEEE transactions on cognitive communications and networking, 2021-03, Vol.7 (1), p.1-4

2021

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Ensemble Wrapper Subsampling for Deep Modulation Classification

IEEE transactions on cognitive communications and networking, 2021-12, Vol.7 (4), p.1156-1170

2021

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Interference Channels With Coordinated Multipoint Transmission: Degrees of Freedom, Message Assignment, and Fractional Reuse

IEEE transactions on information theory, 2014-06, Vol.60 (6), p.3483-3498

2014

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Joint Uplink-Downlink Cooperative Interference Management With Flexible Cell Associations

IEEE transactions on communications, 2020-09, Vol.68 (9), p.5420-5434

2020

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Deep OFDM Channel Estimation: Capturing Frequency Recurrence

IEEE communications letters, 2024-03, Vol.28 (3), p.562-566

2024

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Vision Paper: Grand Challenges in Resilience: Autonomous System Resilience through Design and Runtime Measures

IEEE open journal of the Computer Society, 2020, Vol.1, p.155-172

2020

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Degrees of Freedom in Wireless Interference Networks With Cooperative Transmission and Backhaul Load Constraints

IEEE transactions on information theory, 2019-09, Vol.65 (9), p.5816-5832

2019

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Fundamental Limits of Dynamic Interference Management With Flexible Message Assignments and Separate Deep Fading Block Coding

IEEE transactions on information theory, 2020-02, Vol.66 (2), p.1193-1212

2020

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GeoDLS: A Deep Learning-Based Corn Disease Tracking and Location System Using RTK Geolocated UAS Imagery

Remote sensing (Basel, Switzerland), 2022-09, Vol.14 (17), p.4140

2022

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Data Centric Approach to Modulation Classification

2023 15th International Conference on COMmunication Systems & NETworkS (COMSNETS), 2023, p.340-344

2023

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A Single Coin Monetary Mechanism for Distributed Cooperative Interference Management

IEEE wireless communications letters, 2019-06, Vol.8 (3), p.757-760

2019

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Fundamental Limits of Non-Coherent Interference Alignment via Matroid Theory

IEEE transactions on information theory, 2017-10, Vol.63 (10), p.6573-6586

2017

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On the Design and Analysis of Optimal Wireless Caching Schemes With Placement Cost and Unlimited Memory

IEEE wireless communications letters, 2020-09, Vol.9 (9), p.1374-1378

2020

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Turbulent flame image classification using Convolutional Neural Networks

Energy and AI, 2022-11, Vol.10, p.100193, Article 100193

2022

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Achievable Secrecy Rate Regions for the Two-Way Wiretap Channel

IEEE transactions on information theory, 2013-12, Vol.59 (12), p.8099-8114

2013

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A Number Theoretic Approach for Fast Discovery of Single-Hop Wireless Networks

IEEE networking letters, 2021-06, Vol.3 (2), p.89-93

2021

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RML22: Realistic Dataset Generation for Wireless Modulation Classification

A Sampling Theory Perspective of Graph-Based Semi-Supervised Learning

A Linearly Convergent Douglas-Rachford Splitting Solver for Markovian Information-Theoretic Optimization Problems

Toward Generalization of Deep Learning-Based Plant Disease Identification Under Controlled and Field Conditions

Deep Learning for DOA Estimation in MIMO Radar Systems via Emulation of Large Antenna Arrays

Deep neural network architectures for modulation classification

Efficient Training of Deep Classifiers for Wireless Source Identification Using Test SNR Estimates

A survey on using deep learning techniques for plant disease diagnosis and recommendations for development of appropriate tools

Efficient Multi-View Learning Based on the Information Bottleneck Paradigm

IEEE TCCN Special Section Editorial: Machine Learning and Artificial Intelligence for the Physical Layer

Ensemble Wrapper Subsampling for Deep Modulation Classification

Interference Channels With Coordinated Multipoint Transmission: Degrees of Freedom, Message Assignment, and Fractional Reuse

Joint Uplink-Downlink Cooperative Interference Management With Flexible Cell Associations

Deep OFDM Channel Estimation: Capturing Frequency Recurrence

Vision Paper: Grand Challenges in Resilience: Autonomous System Resilience through Design and Runtime Measures

Degrees of Freedom in Wireless Interference Networks With Cooperative Transmission and Backhaul Load Constraints

Fundamental Limits of Dynamic Interference Management With Flexible Message Assignments and Separate Deep Fading Block Coding

GeoDLS: A Deep Learning-Based Corn Disease Tracking and Location System Using RTK Geolocated UAS Imagery

Data Centric Approach to Modulation Classification

A Single Coin Monetary Mechanism for Distributed Cooperative Interference Management

Fundamental Limits of Non-Coherent Interference Alignment via Matroid Theory

On the Design and Analysis of Optimal Wireless Caching Schemes With Placement Cost and Unlimited Memory

Turbulent flame image classification using Convolutional Neural Networks

Achievable Secrecy Rate Regions for the Two-Way Wiretap Channel

A Number Theoretic Approach for Fast Discovery of Single-Hop Wireless Networks

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