dc.contributor.author | ÜSTÜNDAĞ, DURSUN | |
dc.contributor.author | Cevri, Mehmet | |
dc.date.accessioned | 2021-03-05T07:16:55Z | |
dc.date.available | 2021-03-05T07:16:55Z | |
dc.identifier.citation | Cevri M., ÜSTÜNDAĞ D., "Bayesian Estimation of Sinusoidal Signals via Parallel Tempering", 8th WSEAS Int Conference on Signal Processing/3rd WSEAS Int Symposium on Wavelets Theory and Applicat in Appl Math, Signal Proc and Modern Sci, İstanbul, Türkiye, 30 Mayıs - 01 Haziran 2009, ss.67-72 | |
dc.identifier.other | vv_1032021 | |
dc.identifier.other | av_92f0e1eb-db0d-4756-a486-babaeb96f1bc | |
dc.identifier.uri | http://hdl.handle.net/20.500.12627/99066 | |
dc.description.abstract | This paper deals with a parameter estimation problem within a Bayesian framework. Performing Bayesian inference about the parameters is a challenging computational problem and requires an evaluation of complicated high-dimensional integrals. In this context, we make an attempt to improve an efficient stochastic procedure, proposed by Gregory, which is based on a parallel tempering Markov Chain Monte Carlo method (MCMC). We code its algorithm in Mathematica and then test it for estimating parameters of sinusoids corrupted by a random noise. Computer simulations support its effectiveness. | |
dc.language.iso | eng | |
dc.subject | Bilgi Sistemleri, Haberleşme ve Kontrol Mühendisliği | |
dc.subject | Sinyal İşleme | |
dc.subject | Bilgisayar Bilimleri | |
dc.subject | Bilgisayar Grafiği | |
dc.subject | Mühendislik ve Teknoloji | |
dc.subject | MÜHENDİSLİK, ELEKTRİK VE ELEKTRONİK | |
dc.subject | Mühendislik | |
dc.subject | Mühendislik, Bilişim ve Teknoloji (ENG) | |
dc.subject | Bilgisayar Bilimi | |
dc.subject | BİLGİSAYAR BİLİMİ, İNTERDİSİPLİNER UYGULAMALAR | |
dc.title | Bayesian Estimation of Sinusoidal Signals via Parallel Tempering | |
dc.type | Bildiri | |
dc.contributor.department | Marmara Üniversitesi , Fen - Edebiyat Fakültesi , Matematik Bölümü | |
dc.contributor.firstauthorID | 75137 | |