TY - GEN
T1 - Deterministic Identification
T2 - 2024 IEEE International Symposium on Information Theory, ISIT 2024
AU - Vorobyev, Ilya
AU - Deppe, Christian
AU - Torres-Figueroa, Luis
AU - Boche, Holger
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - Many communication applications are event-triggered, but current applications still use the Shannon communication model to transmit and decode messages. Due to the ever-growing number of users in communication networks, this leads to a weakening of performance. To counteract this, it makes sense to use post-Shannon methods such as deterministic identification (DI) codes. The information theory analysis carried out so far has shown how performance can be increased through DI codes. In this paper we provide a new constructive proof of the capacity of deterministic identification codes for discrete memoryless channels (DMC), while so far only existence proofs exist. Based on this idea, we implement DI codes of finite length and analyze their performance both analytically and experimentally. For the latter, we build a prototype using software-defined radios and a noise generator.
AB - Many communication applications are event-triggered, but current applications still use the Shannon communication model to transmit and decode messages. Due to the ever-growing number of users in communication networks, this leads to a weakening of performance. To counteract this, it makes sense to use post-Shannon methods such as deterministic identification (DI) codes. The information theory analysis carried out so far has shown how performance can be increased through DI codes. In this paper we provide a new constructive proof of the capacity of deterministic identification codes for discrete memoryless channels (DMC), while so far only existence proofs exist. Based on this idea, we implement DI codes of finite length and analyze their performance both analytically and experimentally. For the latter, we build a prototype using software-defined radios and a noise generator.
UR - https://www.scopus.com/pages/publications/85198841490
U2 - 10.1109/ISIT57864.2024.10619366
DO - 10.1109/ISIT57864.2024.10619366
M3 - Conference contribution
AN - SCOPUS:85198841490
T3 - IEEE International Symposium on Information Theory - Proceedings
SP - 303
EP - 308
BT - 2024 IEEE International Symposium on Information Theory, ISIT 2024 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 7 July 2024 through 12 July 2024
ER -