Strong Coordination with Side Information

Viswanathan Ramachandran, Sibi Raj B Pillai, Vinod M Prabhakaran

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Samenvatting

We consider a strong coordination setup, where two nodes must produce a joint distribution on their actions that is close in total variation distance to independent and identical copies from a given joint probability distribution. The first node, which we call the encoder, observes an independent and identically distributed (i.i.d.) source. In order to coordinate the source with the reconstructed outputs of the second node (the decoder), they have access to a noiseless rate limited link and common randomness. The decoder also has additional side information. The reconstruction at the decoder is to be coordinated with the source process as well as the available side information. We allow the side information to be driven by another encoding process, which does not share common randomness with the two nodes. General inner and outer bounds on the rate-coordination region for this set up are derived, and our bounds match for an important special case. We also show an example with no encoding of the side information, where coordination of the source and reconstruction can be obtained as a union of three way coordination regions involving the side information as well.
Originele taal-2Engels
Titel2020 IEEE International Symposium on Information Theory, ISIT 2020 - Proceedings
UitgeverijInstitute of Electrical and Electronics Engineers
Pagina's1564-1569
Aantal pagina's6
ISBN van elektronische versie978-1-7281-6432-8
DOI's
StatusGepubliceerd - jun 2020

Vingerafdruk

Duik in de onderzoeksthema's van 'Strong Coordination with Side Information'. Samen vormen ze een unieke vingerafdruk.

Citeer dit