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Quadratic Signaling Games with Channel Combining Ratio
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Decision and Control Systems (Automatic Control). KTH, School of Electrical Engineering and Computer Science (EECS), Computer Science, Network and Systems Engineering.ORCID iD: 0000-0001-5638-3213
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Information Science and Engineering.ORCID iD: 0000-0003-0989-1682
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Information Science and Engineering.ORCID iD: 0000-0001-9307-484X
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Information Science and Engineering.ORCID iD: 0000-0002-7926-5081
2021 (English)In: 2021 IEEE International Symposium on Information Theory (ISIT), Institute of Electrical and Electronics Engineers (IEEE) , 2021, p. 2690-2695Conference paper, Published paper (Refereed)
Abstract [en]

In this study, Nash and Stackelberg equilibria of single-stage and multi-stage quadratic signaling games between an encoder and a decoder are investigated. In the considered setup, the objective functions of the encoder and the decoder are misaligned, there is a noisy channel between the encoder and the decoder, the encoder has a soft power constraint, and the decoder has also noisy observation of the source to be estimated. We show that there exist only linear encoding and decoding strategies at the Stackelberg equilibrium, and derive the equilibrium strategies and costs. Regarding the Nash equilibrium, we explicitly characterize affine equilibria for the single-stage setup and show that the optimal encoder (resp. decoder) is affine for an affine decoder (resp. encoder) for the multi-stage setup. On the decoder side, between the information coming from the encoder and noisy observation of the source, our results describe what should be the combining ratio of these two channels. Regarding the encoder, we derive the conditions under which it is meaningful to transmit a message.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE) , 2021. p. 2690-2695
Series
IEEE International Symposium on Information Theory
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:kth:diva-304187DOI: 10.1109/ISIT45174.2021.9518039ISI: 000701502202132Scopus ID: 2-s2.0-85115069600OAI: oai:DiVA.org:kth-304187DiVA, id: diva2:1609028
Conference
IEEE International Symposium on Information Theory (ISIT), JUL 12-20, 2021, ELECTR NETWORK
Note

Part of proceedings: ISBN 978-1-5386-8209-8, QC 20230117

Available from: 2021-11-05 Created: 2021-11-05 Last updated: 2023-01-17Bibliographically approved

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Saritas, SerkanStavrou, FotiosThobaben, RagnarSkoglund, Mikael

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