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Generalized noise patterns for (N+1)/N-factor non-linear down-sampling

conference contribution
posted on 2019-01-01, 00:00 authored by Hussain Mohammed Dipu Kabir, Abbas KhosraviAbbas Khosravi, Saeid Nahavandi
© 2019 IEEE. This paper presents generalized noise patterns for (N+1)/N-factor non-linear down-sampling. In linear downsampling of two or three-factor, one sample is kept and the next one or two samples are discarded. N-samples are kept and the next one is discarded in the discussed (N+1)/N-factor non-linear down-sampling. The paper contains the mathematical reasoning of the generalized noise-patterns of (N+1)/N-factor non-linear down-sampling. The mathematical analysis provides the reason for the generalized behaviors and the simulation results bolster those findings. The knowledge of the generalized error pattern may help future researchers in understanding the noise pattern due to missing samples, interpolation, predictive coding, and noise suppression.

History

Event

Systems, Man and Cybernetics. Conference (2019 : Bari, Italy)

Volume

2019-October

Pagination

2089 - 2096

Publisher

IEEE

Location

Bari, Italy

Place of publication

Piscataway, N.J.

Start date

2019-10-06

End date

2019-10-09

ISSN

1062-922X

ISBN-13

9781728145693

Language

eng

Publication classification

E1 Full written paper - refereed

Title of proceedings

SMC 2019 : Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics