Dynamic Analysis of Digital Chaotic Maps via State-Mapping Networks
- Submitting institution
-
The University of Kent
- Unit of assessment
- 11 - Computer Science and Informatics
- Output identifier
- 15077
- Type
- D - Journal article
- DOI
-
10.1109/TCSI.2018.2888688
- Title of journal
- IEEE Transactions on Circuits and Systems I: Regular Papers
- Article number
- -
- First page
- 2322
- Volume
- 66
- Issue
- 6
- ISSN
- 1549-8328
- Open access status
- Compliant
- Month of publication
- June
- Year of publication
- 2019
- URL
-
https://kar.kent.ac.uk/71415/
- Supplementary information
-
-
- Request cross-referral to
- -
- Output has been delayed by COVID-19
- No
- COVID-19 affected output statement
- -
- Forensic science
- No
- Criminology
- No
- Interdisciplinary
- Yes
- Number of additional authors
-
4
- Research group(s)
-
-
- Citation count
- 104
- Proposed double-weighted
- No
- Reserve for an output with double weighting
- No
- Additional information
- A lack of theoretical tools has made it difficult to study dynamics of chaos implemented in digital computers and to evaluate performance of chaos-based applications. This paper is significant because it fills this gap by introducing a new theoretical framework to study how fixed- and floating-point arithmetic operations affect the dynamics of chaotic systems in digital computers. By applying the framework to selected chaotic maps, we theoretically proved and experimentally validated new findings about their digital dynamics. Our work has led to follow-up research on analysis and control of digital chaos, and applications for encryption, hashing and pseudo-random number generation.
- Author contribution statement
- -
- Non-English
- No
- English abstract
- -
