Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2401.10281 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1866909077143027712 |
|---|---|
| author | Borges, Vinícius S. Silva, Magno T. M. Eisencraft, Marcio |
| author_facet | Borges, Vinícius S. Silva, Magno T. M. Eisencraft, Marcio |
| contents | When chaotic signals are used in practical communication systems, it is essential to control and eventually limit the spectral bandwidth occupied by these signals. One way to achieve this goal is to insert a discrete-time filter into a nonlinear map that generates chaotic signals. However, this can completely change the dynamic properties of the original map. Considering this situation, this paper presents a series of numerical experiments aimed at obtaining the Lyapunov exponents of the signals generated by the two-dimensional Hénon map with a set of prototypical finite impulse response (FIR) filters added in the feedback loop. Our results show that the number of filter coefficients and the location of the zeros have a significant and complex impact on the behavior of the generated signals. Therefore, FIR filters should be carefully designed to preserve or suppress chaos in practical applications. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2401_10281 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Chaotic properties of an FIR filtered Hénon map Borges, Vinícius S. Silva, Magno T. M. Eisencraft, Marcio Signal Processing Chaotic Dynamics When chaotic signals are used in practical communication systems, it is essential to control and eventually limit the spectral bandwidth occupied by these signals. One way to achieve this goal is to insert a discrete-time filter into a nonlinear map that generates chaotic signals. However, this can completely change the dynamic properties of the original map. Considering this situation, this paper presents a series of numerical experiments aimed at obtaining the Lyapunov exponents of the signals generated by the two-dimensional Hénon map with a set of prototypical finite impulse response (FIR) filters added in the feedback loop. Our results show that the number of filter coefficients and the location of the zeros have a significant and complex impact on the behavior of the generated signals. Therefore, FIR filters should be carefully designed to preserve or suppress chaos in practical applications. |
| title | Chaotic properties of an FIR filtered Hénon map |
| topic | Signal Processing Chaotic Dynamics |
| url | https://arxiv.org/abs/2401.10281 |