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- Publisher Website: 10.1109/ISIT.2017.8007074
- Scopus: eid_2-s2.0-85034105778
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Conference Paper: Rényi entropy rate of hidden Markov processes
| Title | Rényi entropy rate of hidden Markov processes |
|---|---|
| Authors | |
| Issue Date | 2017 |
| Publisher | IEEE. |
| Citation | 2017 IEEE International Symposium on Information Theory (ISIT), Aachen, Germany, 25-30 June 2017, p. 2970-2974 How to Cite? |
| Abstract | In this paper, we focus our attention on the Rényi entropy rate of hidden Markov processes under certain positivity assumptions. The existence of the Rényi entropy rate for such processes is established. Furthermore, we show that, with some extra “fast-forgetting” assumptions, the Rényi entropy rate of the approximating Markov processes exponentially converges to that of the original hidden Markov process, as the Markov order goes to infinity. |
| Persistent Identifier | http://hdl.handle.net/10722/247843 |
| ISSN |
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Wu, C | - |
| dc.contributor.author | Xu, L | - |
| dc.contributor.author | Han, G | - |
| dc.date.accessioned | 2017-10-18T08:33:32Z | - |
| dc.date.available | 2017-10-18T08:33:32Z | - |
| dc.date.issued | 2017 | - |
| dc.identifier.citation | 2017 IEEE International Symposium on Information Theory (ISIT), Aachen, Germany, 25-30 June 2017, p. 2970-2974 | - |
| dc.identifier.issn | 2157-8117 | - |
| dc.identifier.uri | http://hdl.handle.net/10722/247843 | - |
| dc.description.abstract | In this paper, we focus our attention on the Rényi entropy rate of hidden Markov processes under certain positivity assumptions. The existence of the Rényi entropy rate for such processes is established. Furthermore, we show that, with some extra “fast-forgetting” assumptions, the Rényi entropy rate of the approximating Markov processes exponentially converges to that of the original hidden Markov process, as the Markov order goes to infinity. | - |
| dc.language | eng | - |
| dc.publisher | IEEE. | - |
| dc.relation.ispartof | IEEE International Symposium on Information Theory (ISIT) | - |
| dc.rights | IEEE International Symposium on Information Theory (ISIT) . Copyright © IEEE. | - |
| dc.rights | ©20xx IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. | - |
| dc.title | Rényi entropy rate of hidden Markov processes | - |
| dc.type | Conference_Paper | - |
| dc.identifier.email | Han, G: ghan@hku.hk | - |
| dc.identifier.authority | Han, G=rp00702 | - |
| dc.description.nature | link_to_subscribed_fulltext | - |
| dc.identifier.doi | 10.1109/ISIT.2017.8007074 | - |
| dc.identifier.scopus | eid_2-s2.0-85034105778 | - |
| dc.identifier.hkuros | 282388 | - |
| dc.identifier.spage | 2970 | - |
| dc.identifier.epage | 2974 | - |
| dc.publisher.place | Aachen, Germany | - |
| dc.identifier.issnl | 2157-8095 | - |