Estimation of entropy rate in a fast physical random-bit generator using a chaotic semiconductor laser with intrinsic noise

Physical Review E - Statistical, Nonlinear, and Soft Matter Physics

Volumn 85, Issue 1, 2012, Pages

  Mikami, Takuya ^a   Kanno, Kazutaka ^a   Aoyama, Kota ^a   Uchida, Atsushi ^a   Ikeguchi, Tohru ^a   Harayama, Takahisa ^b   Sunada, Satoshi ^b   Arai, Ken Ichi ^b   Yoshimura, Kazuyuki ^b   Davis, Peter ^b  

^a SAITAMA UNIVERSITY   (Japan)

^b NTT Communication Science Laboratories   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

CHAOTIC SEMICONDUCTOR LASERS; ENTROPY RATES; INTENSITY OF LIGHT; INTRINSIC NOISE; LASER DYNAMICS; MAXIMUM LYAPUNOV EXPONENT; NOISE STRENGTH;

ENTROPY; LYAPUNOV METHODS; SEMICONDUCTOR LASERS;

SIGNAL THEORY;

EID: 84856686385     PISSN: 15393755     EISSN: 15502376     Source Type: Journal    
DOI: 10.1103/PhysRevE.85.016211     Document Type: Article

References (39)

1. W. Schindler and W. Killmann, Lect. Notes Comput. Sci. 0302-9743 10.1007/3-540-36400-5-31 2523, 431 (2002).
2. D. Eastlake, J. Schiller, and S. Crocker, Randomness requirements for security, RFC4086 (2005);
3. http://tools.ietf.org/pdf/rfc4086.pdf.
4. W. T. Holman, J. A. Connelly, and A. B. Dowlatabadi, IEEE Trans. Circuits Syst. I: Regul. Pap. ITCAEX 1057-7122 10.1109/81.586025 44, 521 (1997).
5. C. Tokunaga, D. Blaauw, and T. Mudge, IEEE J. Solid-State Circuits IJSCBC 0018-9200 10.1109/JSSC.2007.910965 43, 78 (2008).
6. M. Bucci, J. Germani, R. Luzzi, A. Trifiletti, and M. Varanouvo, IEEE Trans. Electron. Comput. ITCOB4 0018-9340 10.1109/TC.2003.1190581 52, 403 (2003).
7. T. Jennewein, U. Achleitner, G. Weihs, H. Weinfurter, and A. Zeilinger, Rev. Sci. Instrum. RSINAK 0034-6748 10.1063/1.1150518 71, 1675 (2000).
8. J. F. Dynes, Z. L. Yuan, A. W. Sharpe, and A. J. Shields, Appl. Phys. Lett. APPLAB 0003-6951 10.1063/1.2961000 93, 031109 (2008).
9. C. Gabriel, C. Wittmann, D. Sych, R. Dong, W. Mauerer, U. L. Andersen, C. Marquardt, and G. Leuchs, Nat. Photonics 1749-4885 10.1038/nphoton.2010.197 4, 711 (2010).
10. A. Uchida, K. Amano, M. Inoue, K. Hirano, S. Naito, H. Someya, I. Oowada, T. Kurashige, M. Shiki, S. Yoshimori, K. Yoshimura, and P. Davis, Nat. Photonics 1749-4885 10.1038/nphoton.2008.227 2, 728 (2008).
11. K. Hirano, K. Amano, A. Uchida, S. Naito, M. Inoue, S. Yoshimori, K. Yoshimura, and P. Davis, IEEE J. Quantum Electron. IEJQA7 0018-9197 10.1109/JQE.2009.2031310 45, 1367 (2009).
12. T. E. Murphy and R. Roy, Nat. Photonics 1749-4885 10.1038/nphoton.2008. 239 2, 714 (2008).
13. T. Honjo, A. Uchida, K. Amano, K. Hirano, H. Someya, H. Okumura, K. Yoshimura, P. Davis, and Y. Tokura, Opt. Express OPEXFF 1094-4087 10.1364/OE.17.009053 17, 9053 (2009).
14. I. Reidler, Y. Aviad, M. Rosenbluh, and I. Kanter, Phys. Rev. Lett. PRLTAO 0031-9007 10.1103/PhysRevLett.103.024102 103, 024102 (2009).
15. I. Kanter, Y. Aviad, I. Reidler, E. Cohen, and M. Rosenbluh, Nat. Photonics 1749-4885 10.1038/nphoton.2009.235 4, 58 (2010).
16. K. Hirano, T. Yamazaki, S. Morikatu, H. Okumura, H. Aida, A. Uchida, S. Yoshimori, K. Yoshimura, T. Harayama, and P. Davis, Opt. Express OPEXFF 1094-4087 10.1364/OE.18.005512 18, 5512 (2010).
17. A. Argyris, S. Deligiannidis, E. Pikasis, A. Bogris, and D. Syvridis, Opt. Express OPEXFF 1094-4087 10.1364/OE.18.018763 18, 18763 (2010).
18. P. Li, Y.-C. Wang, and J.-Z. Zhang, Opt. Express OPEXFF 1094-4087 10.1364/OE.18.020360 18, 20360 (2010).
19. T. Harayama, S. Sunada, K. Yoshimura, P. Davis, K. Tsuzuki, and A. Uchida, Phys. Rev. A PLRAAN 1050-2947 10.1103/PhysRevA.83.031803 83, 031803(R) (2011).
20. S. Sunada, T. Harayama, K. Arai, K. Yoshimura, P. Davis, K. Tsuzuki, and A. Uchida, Opt. Express OPEXFF 1094-4087 10.1364/OE.19.005713 19, 5713 (2011).
21. B. Qi, Y.-M. Chi, H.-K. Lo, and L. Qian, Opt. Lett. OPLEDP 0146-9592 10.1364/OL.35.000312 35, 312 (2010).
22. C. R. S. Williams, J. C. Salevan, X. Li, R. Roy, and T. E. Murphy, Opt. Express OPEXFF 1094-4087 10.1364/OE.18.023584 18, 23584 (2010).
23. X. Li, A. B. Cohen, T. E. Murphy, and R. Roy, Opt. Lett. OPLEDP 0146-9592 10.1364/OL.36.001020 36, 1020 (2011).
24. F. Galton, Nature (London) NATUAS 0028-0836 10.1038/042013a0 42, 13 (1890).
25. R. F. Fox and J. Keizer, Phys. Rev. A PLRAAN 1050-2947 10.1103/PhysRevA.43.1709 43, 1709 (1991).
26. C. Bracikowski, R. F. Fox, and R. Roy, Phys. Rev. A PLRAAN 1050-2947 10.1103/PhysRevA.45.403 45, 403 (1992).
27. R. Lang and K. Kobayashi, IEEE J. Quantum Electron. IEJQA7 0018-9197 10.1109/JQE.1980.1070479 16, 347 (1980).
28. D. W. Sukow, T. Heil, I. Fischer, A. Gavrielides, A. Hohl-AbiChedid, and W. Elsäßer, Phys. Rev. A PLRAAN 1050-2947 10.1103/PhysRevA.60.667 60, 667 (1999).
29. J. Ohtsubo, Semiconductor Lasers-Stability, Instability, and Chaos, 2nd ed. (Springer-Verlag, Berlin Heidelberg, 2008).
30. A. Uchida, Optical Communication with Chaotic Lasers, Applications of Nonlinear Dynamics and Synchronization (Wiley-VCH, Weinheim, 2012).
31. G. P. Agrawal and N. K. Dutta, Semiconductor Lasers, 2nd ed. (Van Nostrand Reinhold, New York, 1993).
32. R. F. Fox, I. R. Gatland, R. Roy, and G. Vemuri, Phys. Rev. A PLRAAN 1050-2947 10.1103/PhysRevA.38.5938 38, 5938 (1988).
33. M. Matsumoto and T. Nishimura, ACM Trans. Model. Comput. Simul. ATMCEZ 1049-3301 10.1145/272991.272995 8, 3 (1998).
34. A. Rukhin, J. Soto, J. Nechvatal, M. Smid, E. Barker, S. Leigh, M. Levenson, M. Vangel, D. Banks, A. Heckert, J. Dray, S. Vo, and L.E. Bassham III, National Institute of Standards and Technology (NIST), Special Publication 800-22, Revision 1a (2010);
35. http://csrc.nist.gov/groups/ST/toolkit/rng/documents/SP800-22rev1a.pdf.
36. R. Vicente, J. Daudén, P. Colet, and R. Toral, IEEE J. Quantum Electron. IEJQA7 0018-9197 10.1109/JQE.2005.843606 41, 541 (2005). (Pubitemid 40555786)
37. K. Pyragas, Phys. Rev. E PLEEE8 1539-3755 10.1103/PhysRevE.58.3067 58, 3067 (1998).
38. A. B. Cohen, B. Ravoori, T. E. Murphy, and R. Roy, Phys. Rev. Lett. PRLTAO 0031-9007 10.1103/PhysRevLett.101.154102 101, 154102 (2008).
39. J.-P. Eckmann and D. Ruelle, Rev. Mod. Phys. RMPHAT 0034-6861 10.1103/RevModPhys.57.617 57, 617 (1985).