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Model order determination for signed measurements via the Bayesian information criterion
Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Department of Information Technology, Division of Systems and Control. Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Department of Information Technology, Automatic control.ORCID iD: 0000-0002-7957-3711
2018 (English)In: 2018 IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM), Piscataway, NJ: IEEE, 2018, p. 366-370Conference paper, Published paper (Refereed)
Abstract [en]

The problem of model order selection from signed measurements obtained via 1-bit sampling is considered. The extension of the Bayesian information criterion (BIC) to the case of 1-bit sampling, referred to as 1bBIC, is proposed to determine the signal model order. Numerical examples are presented to demonstrate the performance of 1bBIC when the One-Bit RELAX algorithm is used to estimate the parameters of sinusoidal signals.

Place, publisher, year, edition, pages
Piscataway, NJ: IEEE, 2018. p. 366-370
Series
Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop, E-ISSN 2151-870X
National Category
Signal Processing
Identifiers
URN: urn:nbn:se:uu:diva-366773DOI: 10.1109/SAM.2018.8448871ISI: 000450082400075ISBN: 978-1-5386-4752-3 (electronic)OAI: oai:DiVA.org:uu-366773DiVA, id: diva2:1265545
Conference
10th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), July 8–11, Sheffield, UK
Funder
Swedish Research CouncilAvailable from: 2018-08-30 Created: 2018-11-24 Last updated: 2019-02-01Bibliographically approved

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Stoica, Peter

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