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Goal-Oriented Policies for Cost of Actuation Error Minimization in Wireless Autonomous Systems
EURECOM, France; Ericsson, Sweden.
Linköpings universitet, Institutionen för datavetenskap, Databas och informationsteknik. Linköpings universitet, Tekniska fakulteten.ORCID-id: 0000-0003-4416-7702
EURECOM, France.
2023 (engelsk)Inngår i: IEEE Communications Letters, ISSN 1089-7798, E-ISSN 1558-2558, Vol. 27, nr 9, s. 2323-2327Artikkel i tidsskrift (Fagfellevurdert) Published
Abstract [en]

We consider the minimization of the cost of actuation error under resource constraints for real-time tracking in wireless autonomous systems. A transmitter monitors the state of a discrete random process and sends updates to a receiver over an unreliable wireless channel. The receiver then takes actions according to the estimated state of the source. For each discrepancy between the real state of the source and the estimated one, we consider a different cost of actuation error. This models the case where some states, and consequently the corresponding actions to be taken, are more important than others. We provide two algorithms, a first one reaching an optimal solution but of high complexity, and a second low-complexity one that provides a suboptimal solution. Our simulation results evince that the performance of the two algorithms are quite close.

sted, utgiver, år, opplag, sider
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC , 2023. Vol. 27, nr 9, s. 2323-2327
Emneord [en]
Communication networks; optimization; Markov processes; scheduling algorithms; dynamic scheduling
HSV kategori
Identifikatorer
URN: urn:nbn:se:liu:diva-201705DOI: 10.1109/LCOMM.2023.3288070ISI: 001169221500003OAI: oai:DiVA.org:liu-201705DiVA, id: diva2:1845847
Merknad

Funding Agencies|European Research Council (ERC) under the European Union [101003431]; Swedish Research Council (VR); ELLIIT; Zenith; European Union (ETHER) [101096526]

Tilgjengelig fra: 2024-03-20 Laget: 2024-03-20 Sist oppdatert: 2024-03-20

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