3 papers
eess.SP2025
CQI-Based Interference Prediction for Link Adaptation in Industrial Sub-networks
Pramesh Gautam, Ravi Sharan Bhagavathula, Paolo Baracca +3
We propose a novel interference prediction scheme to improve link adaptation (LA) in densely deployed industrial sub-networks (SNs) with high-reliability and low-latency communicat…
eess.SP2025
Extreme Value Theory-based Distributed Interference Prediction for 6G Industrial Sub-networks
Pramesh Gautam, Sushmita Sapkota, Carsten Bockelmann +2
Interference prediction that accounts for extreme and rare events remains a key challenge for ultra-densely deployed sub-networks (SNs) requiring hyper-reliable low-latency communi…
cs.IT2024
Dynamic Interference Prediction for In-X 6G Sub-networks
Pramesh Gautam, Ravi Sharan Bhagavathula, Paolo Baracca +3
The sixth generation (6G) industrial Sub-networks (SNs) face several challenges in meeting extreme latency and reliability requirements in the order of 0.1-1 ms and 99.999 -to-99.9…