Shannon Entropy Estimation Based on Chaotic Attractor Reconstruction for a Semiconductor Laser
Research output: Conference Papers (RGC: 31A, 31B, 32, 33) › 31A_Invited conference paper (refereed items) › Yes › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
| Original language | English |
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| Publication status | Published - May 2017 |
Conference
| Title | SIAM Conference on Applications of Dynamical Systems |
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| Location | https://www.siam.org/meetings/ds17/ |
| Place | United States |
| City | Salt Lake City |
| Period | 21 - 25 May 2017 |
Link(s)
| Permanent Link | https://scholars.cityu.edu.hk/en/publications/publication(66867cf5-5cff-46a7-aee4-4d94d245f50c).html |
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Abstract
State-space reconstruction of chaotic attractors is investigated for deducing the randomness generated by an optically injected semiconductor laser. The attractors are reconstructed using the intensity time series from both simulations
and experiments. The time-dependent exponent is adopted for estimating the divergence between nearby trajectories, thereby verifying the effective noise amplification by chaotic dynamics. After discretization for obtaining the output bits, the Shannon entropies continually generated by the laser are estimated. Here, the effect of postprocessing on the randomness of the output bits is investigated by evaluating the Shannon entropies. The role of a delayed exclusive-or operation is investigated, where the time-dependent exponents as well as the Shannon entropies are affected. The results fundamentally confirm the provision of non-deterministic randomness by the chaotic lasers. Practical tests for randomness at a combined output bit rate of 200 Gbps are successfully conducted.
and experiments. The time-dependent exponent is adopted for estimating the divergence between nearby trajectories, thereby verifying the effective noise amplification by chaotic dynamics. After discretization for obtaining the output bits, the Shannon entropies continually generated by the laser are estimated. Here, the effect of postprocessing on the randomness of the output bits is investigated by evaluating the Shannon entropies. The role of a delayed exclusive-or operation is investigated, where the time-dependent exponents as well as the Shannon entropies are affected. The results fundamentally confirm the provision of non-deterministic randomness by the chaotic lasers. Practical tests for randomness at a combined output bit rate of 200 Gbps are successfully conducted.
Bibliographic Note
The conference information of this record does not contain sufficient affiliation information. With consent from the author(s) concerned, the Research Unit(s) information for this record is based on the existing academic department affiliation of the author(s).
Citation Format(s)
Shannon Entropy Estimation Based on Chaotic Attractor Reconstruction for a Semiconductor Laser. / Li, Xiao-Zhou; Zhuang, Jun-Ping; Li, Song-Sui et al.
2017. SIAM Conference on Applications of Dynamical Systems, Salt Lake City, United States.Research output: Conference Papers (RGC: 31A, 31B, 32, 33) › 31A_Invited conference paper (refereed items) › Yes › peer-review
