Phase estimation of a single quasi-periodic signal

Yasushi Makihara, Muhammad Rasyid Aqmar, Ngo Thanh Trung, Hajime Nagahara, Ryusuke Sagawa, Yasuhiro Mukaigawa, Yasushi Yagi

Research output: Contribution to journalArticle

7 Citations (Scopus)

Abstract

We propose a method for phase estimation of a single non-parametric quasi-periodic signal. Assuming signal intensities should be equal among samples of the same phase, such corresponding samples are obtained by self-dynamic time warping between a quasi-periodic signal and a signal with multiple-period shifts applied. A phase sequence is then estimated in a sub-sampling order using an optimization framework incorporating 1) a data term derived from the correspondences and 2) a smoothness term of the local phase evolution under 3) a monotonic-increasing constraint on the phase. Such a phase estimation is, however, ill-posed because of combination ambiguity between the phase evolution and the normalized periodic signal, and hence can result in a biased solution. Therefore, we introduce into the optimization framework 4) a bias correction term, which imposes zero-bias from the linear phase evolution. Analysis of the quasi-periodic signals from both simulated and real data indicate the effectiveness and also potential applications of the proposed method.

Original languageEnglish
Article number6740000
Pages (from-to)2066-2079
Number of pages14
JournalIEEE Transactions on Signal Processing
Volume62
Issue number8
DOIs
Publication statusPublished - Apr 15 2014

All Science Journal Classification (ASJC) codes

  • Signal Processing
  • Electrical and Electronic Engineering

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    Makihara, Y., Aqmar, M. R., Trung, N. T., Nagahara, H., Sagawa, R., Mukaigawa, Y., & Yagi, Y. (2014). Phase estimation of a single quasi-periodic signal. IEEE Transactions on Signal Processing, 62(8), 2066-2079. [6740000]. https://doi.org/10.1109/TSP.2014.2306174