Articles by Dejan Vukobratović | Synthical

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60

Decoding Quantum LDPC Codes Using Graph Neural Networks

9 August 2024 by Vukan Ninković and others at

University of Novi Sad

Quantum Physics, Information Theory

Performance Analysis of UAV-Assisted RF-UOWC Systems

3 July 2024 by Tijana Devaja and others

Systems and Control, Numerical Analysis

UAV-assisted Distributed Learning for Environmental Monitoring in Rural Environments

2 July 2024 by Vukan Ninković and others

Signal Processing, Artificial Intelligence

Slotted Aloha for Optical Wireless Communications in Internet of Underwater Things

1 December 2023 by Milica Petkovic and others at

University of Novi Sad

Networking and Internet Architecture, Information Theory

Timely and Efficient Information Delivery in Real-Time Industrial IoT Networks

22 November 2023 by Hossam Farag and others at

University of Novi Sad

Networking and Internet Architecture, Signal Processing

Distributed Sensing, Computing, Communication, and Control Fabric: A Unified Service-Level Architecture for 6G

18 July 2023 by Dejan Vukobratović and others

Networking and Internet Architecture

A Weighted Autoencoder-Based Approach to Downlink NOMA Constellation Design

23 June 2023 by Vukan Ninković and others

Signal Processing, Information Theory

Distributed Inference over Linear Models using Alternating Gaussian Belief Propagation

30 May 2023 by Mirsad Cosovic and others

Information Theory, Distributed, Parallel, and Cluster Computing

Two-Tier UAV-based Low Power Wide Area Networks: A Testbed and Experimentation Study

18 May 2023 by Srdjan Sobot and others

Networking and Internet Architecture

Graph Neural Networks on Factor Graphs for Robust, Fast, and Scalable Linear State Estimation with PMUs

28 April 2023 by Ognjen Kundačina and others

Machine Learning, Systems and Control

Scalability and Sample Efficiency Analysis of Graph Neural Networks for Power System State Estimation

2 March 2023 by Ognjen Kundačina and others

Machine Learning, Artificial Intelligence

Supporting Future Electrical Utilities: Using Deep Learning Methods in EMS and DMS Algorithms

1 March 2023 by Ognjen Kundačina and others

Machine Learning, Artificial Intelligence

Two-Tier Multi-Rate Slotted ALOHA for OWC/RF-Based IoT Networks

20 February 2023 by Milica Petkovic and others

Networking and Internet Architecture, Information Theory

Rateless Autoencoder Codes: Trading off Decoding Delay and Reliability

31 January 2023 by Vukan Ninković and others

Information Theory, Machine Learning

Slotted Aloha with Capture for OWC-based IoT: Finite Block-Length Performance Analysis

16 November 2022 by Tijana Devaja and others

Networking and Internet Architecture, Information Theory

Machine Learning Methods for Device Identification Using Wireless Fingerprinting

3 November 2022 by Srdjan Sobot and others

Machine Learning, Information Theory

Mixed RF-VLC Relaying Systems for Interference-Sensitive Mobile Applications

22 September 2022 by Milica Petkovic and others

Networking and Internet Architecture, Information Theory

Relay-aided Slotted Aloha for Optical Wireless Communications

22 September 2022 by Milica Petkovic and others

Networking and Internet Architecture, Information Theory

Mixed RF-VLC Relaying System with Radio-Access Diversity

22 September 2022 by Milica Petkovic and others

Networking and Internet Architecture, Information Theory

Distributed Nonlinear State Estimation in Electric Power Systems using Graph Neural Networks

8 September 2022 by Ognjen Kundačina and others

Machine Learning, Signal Processing

Optimal Error-Detecting Codes for General Asymmetric Channels via Sperner Theory

15 August 2022 by Mladen Kovačević and Dejan Vukobratović

Information Theory, Discrete Mathematics

Near Real-Time Distributed State Estimation via AI/ML-Empowered 5G Networks

22 July 2022 by Ognjen Kundačina and others

Machine Learning, Networking and Internet Architecture

State Estimation in Electric Power Systems Leveraging Graph Neural Networks

12 April 2022 by Ognjen Kundačina and others

Machine Learning, Information Theory

Asymptotic Behavior and Typicality Properties of Runlength-Limited Sequences

11 December 2021 by Mladen Kovačević and Dejan Vukobratović

Information Theory, Discrete Mathematics

Reliability Analysis of Slotted Aloha with Capture for an OWC-based IoT system

15 July 2021 by Milica Petkovic and others

Information Theory, Networking and Internet Architecture

Autoencoder-Based Unequal Error Protection Codes

16 April 2021 by Vukan Ninković and others

Information Theory

Deep Learning Anomaly Detection for Cellular IoT with Applications in Smart Logistics

2 April 2021 by Milos Savic and others

Networking and Internet Architecture

Deep Learning Based Packet Detection and Carrier Frequency Offset Estimation in IEEE 802.11ah

29 March 2021 by Vukan Ninković and others

Information Theory, Signal Processing

Preamble-Based Packet Detection in Wi-Fi: A Deep Learning Approach

12 September 2020 by Vukan Ninković and others

Signal Processing, Information Theory

Observability Analysis for Large-Scale Power Systems Using Factor Graphs

10 September 2020 by Mirsad Cosovic and others

Information Theory

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Information Theory Networking and Internet Architecture Machine Learning Signal Processing Systems and Control Optimization and Control Discrete Mathematics Computer Vision and Pattern Recognition Multimedia Performance Artificial Intelligence Numerical Analysis Statistics Theory Distributed, Parallel, and Cluster Computing Data Analysis, Statistics and Probability