9 citations · 12 across the 5 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.IT2021
A Learning-Based Approach to Address Complexity-Reliability Tradeoff in OS Decoders
Baptiste Cavarec, Hasan Basri Celebi, Mats Bengtsson +1
In this paper, we study the tradeoffs between complexity and reliability for decoding large linear block codes. We show that using artificial neural networks to predict the require…
cs.IT2021★ 9 cited
A Multi-Objective Optimization Framework for URLLC with Decoding Complexity Constraints
Hasan Basri Celebi, Antonios Pitarokoilis, Mikael Skoglund
Stringent constraints on both reliability and latency must be guaranteed in ultra-reliable low-latency communication (URLLC). To fulfill these constraints with computationally cons…