Analysis of stationary processes using fuzzy transform
Michal Holcapek, Vilem Novak, Irina Perfilieva
Available Online August 2013.
- 10.2991/eusflat.2013.107How to use a DOI?
- Fuzzy transform Uniform fuzzy partirtion Stationary random process
In this paper, we show that fuzzy transform originally introduced for a transformation of complex spaces of functions to simpler ones can be used in the analysis of real stationary random processes. We will show that under certain assumptions the fuzzy transform may be used for an approximation of this type of stationary processes as well as for a reduction of their variability. The obtained results could help researches to understand better the analysis of time series based on fuzzy transform.
- © 2013, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Michal Holcapek AU - Vilem Novak AU - Irina Perfilieva PY - 2013/08 DA - 2013/08 TI - Analysis of stationary processes using fuzzy transform BT - Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-13) PB - Atlantis Press SP - 754 EP - 761 SN - 1951-6851 UR - https://doi.org/10.2991/eusflat.2013.107 DO - 10.2991/eusflat.2013.107 ID - Holcapek2013/08 ER -