154 citations · 538 across the 74 of their papers we have counts for
6 papers · 1 filter
Learning Binary Autoencoder-Based Codes with Progressive Training
Vukan Ninkovic, Dejan Vukobratovic
Error correcting codes play a central role in digital communication, ensuring that transmitted information can be accurately reconstructed despite channel impairments. Recently, au…
Mobility-Aware Localization in mmWave Channel: Adaptive Hybrid Filtering Approach
Abidemi Orimogunje, Kyeong-Ju Cha, Hyunwoo Park +3
Precise user localization and tracking enhances energy-efficient and ultra-reliable low latency applications in the next generation wireless networks. In addition to computational…
Structured Superposition of Autoencoders for UEP Codes at Intermediate Blocklengths
Vukan Ninkovic, Dejan Vukobratovic
Unequal error protection (UEP) coding that enables differentiated reliability levels within a transmitted message is essential for modern communication systems. Autoencoder (AE)-ba…
Voting Scheme to Strengthen Localization Security in Randomly Deployed Wireless Sensor Networks
Slavisa Tomic, Marko Beko, Dejan Vukobratovic +1
This work aspires to provide a trustworthy solution for target localization in adverse environments, where malicious nodes, capable of manipulating distance measurements (i.e., per…
Efficient Split Learning LSTM Models for FPGA-based Edge IoT Devices
Romina Soledad Molina, Vukan Ninkovic, Dejan Vukobratovic +2
Split Learning (SL) recently emerged as an efficient paradigm for distributed Machine Learning (ML) suitable for the Internet Of Things (IoT)-Cloud systems. However, deploying SL o…
JuliaGrid: An Open-Source Julia-Based Framework for Power System State Estimation
Mirsad Cosovic, Ognjen Kundacina, Muhamed Delalic +6
Modern electric power systems have an increasingly complex structure due to rise in power demand and integration of diverse energy sources. Monitoring these large-scale systems, wh…