AI4CODE Technical Report - Deliverable D2.1
Résumé
This deliverable reports on the activities carried out within the Task 2.1 of Work Package 2 (WP2). WP2 aims at investigating how learning techniques can help come up with new code design paradigms or discover new code constructions, with application to selected communication scenarios that impose challenges on FEC code design that are not fully met with existing methods. Accordingly, the deliverable first discusses the opportunities and challenges for a learning-based approach to channel code design. A review of the current state-of-the-art then follows. Areas for potential improvements are identified for each of the major code families in use in current standards, and will serve as a starting point for the forthcoming studies.
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