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Semantic Source Coding for Two Users with Heterogeneous Goals
EURECOM, France.
Linköpings universitet, Institutionen för datavetenskap, Databas och informationsteknik. Linköpings universitet, Tekniska fakulteten.ORCID-id: 0000-0003-4416-7702
EURECOM, France.
2022 (engelsk)Inngår i: 2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), IEEE , 2022, s. 4983-4988Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

We study a multiuser system in which an information source provides status updates to two monitors with heterogeneous goals. Semantic filtering is first performed to select the most useful realizations for each monitor. Packets are then encoded and sent so that each monitor can timely fulfill its goal. In this regard, some realizations are important for both monitors, while every other realization is informative for only one monitor. We determine the optimal real codeword lengths assigned to the selected packet arrivals in the sense of maximizing a weighted sum of semantics-aware utility functions for the two monitors. Our analytical and numerical results provide the optimal design parameters for different arrival rates and highlight the improvement in timely status update delivery using semantic filtering and source coding.

sted, utgiver, år, opplag, sider
IEEE , 2022. s. 4983-4988
Serie
IEEE Global Communications Conference, ISSN 2334-0983
HSV kategori
Identifikatorer
URN: urn:nbn:se:liu:diva-193472DOI: 10.1109/GLOBECOM48099.2022.10001230ISI: 000922633505005ISBN: 9781665435406 (digital)ISBN: 9781665435413 (tryckt)OAI: oai:DiVA.org:liu-193472DiVA, id: diva2:1755575
Konferanse
IEEE Global Communications Conference (GLOBECOM), Rio de Janeiro, BRAZIL, dec 04-08, 2022
Merknad

Funding Agencies|European Research Council (ERC) under the European Union [101003431]; Swedish Research Council (VR); ELLIIT; CENIIT

Tilgjengelig fra: 2023-05-08 Laget: 2023-05-08 Sist oppdatert: 2023-05-08

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