Nianqiang Li, Alexandre Locquet, David S. Citrin, Daeyoung Choi, Michael J. Wishon, Georgia Tech Lorraine [Metz], Université de Franche-Comté (UFC), Université Bourgogne Franche-Comté [COMUE] (UBFC)-Université Bourgogne Franche-Comté [COMUE] (UBFC)-Ecole Supérieure d'Electricité - SUPELEC (FRANCE)-Georgia Institute of Technology [Atlanta]-CentraleSupélec-Ecole Nationale Supérieure des Arts et Metiers Metz-Centre National de la Recherche Scientifique (CNRS), Centre National de la Recherche Scientifique (CNRS)-CentraleSupélec-Georgia Institute of Technology [Lorraine, France]-Georgia Institute of Technology [Atlanta]-Ecole Supérieure d'Electricité - SUPELEC (FRANCE)-Ecole Nationale Supérieure des Arts et Metiers Metz-Université de Franche-Comté (UFC), Université Bourgogne Franche-Comté [COMUE] (UBFC)-Université Bourgogne Franche-Comté [COMUE] (UBFC), CONSEIL REGIONAL DU GRAND EST, and FEDER
International audience; The chaotic terminal voltage dynamics of a semiconductor laser subjected to external optical feedback are utilized to directly generate electronic random number streams with minimal post-processing at rates of 40-120 Gb/s, thus obviating the need for optical-to-electrical conversion and facilitating integration with high-speed computers and devices. Further, a comparison of the terminal voltage to the optical intensity being utilized as entropy sources is performed. It is shown that the voltage dynamics have an inherently larger entropy, a reduction in delay signature, and a more suitable distribution for generating random bit streams. Random bit sequences are commonly utilized in cryptography , machine learning, and simulations. But, due to the need for fast rates and ease of generation most random bit sequences are generated using deterministic algorithms and not truly random entropy sources. Therefore , fast physical random bit generators that can be easily integrated into computers or electronic systems are of interest for these applications. In this paper, we point the way to such a device by utilizing the chaotic terminal voltage of a laser diode. Specifically, laser diodes undergo a profound modification to their dynamical variables , i.e., carrier density, photon number, and optical phase, when subjected to optical self-feedback. It is well-known that these systems can display chaotic dynamics and have been utilized as an archetypical testbed for non-linear dynamics [1] and for high-speed information processing applications [2]. In the latter context, the first use of sampled chaotic optical intensity fluctuations as an entropy source utilized for high-speed random number generation was demonstrated by Uchida et al. [3]. The generated bit streams were an order of magnitude faster than any other previously utilized physical source. Since then, various realizations and improvements utilizing optical chaos have been demonstrated allowing for faster generation rates up to Tb/s. Various methods based on creating symmetric distributions without bias through post-processing techniques have been proposed, for example, using derivatives [4-6] and finite differences [7]. To further improve the paradigm, other novel chaotic laser sources and schemes have been demonstrated, such as, through bandwidth enhancement [8], in photonic integrated circuits [9], ring lasers [10, 11], heterodyning [12], terahertz optical asymmetric demultiplexers [13], chaotic solitary vertical-cavity surface-emitting lasers [14], polarization rotated feedback [15], as well as, long on-chip optical feedback [16]. Additionally, fast rates have been demonstrated utilizing parallel significant bits [17] and * alocquet@georgiatech-metz.fr parallel-laser schemes [18]. The bit streams in most of the previously cited works are post-processed offline. Interestingly in some cases, real-time implementations have been demonstrated, using delayed feedback lasers [19] and photonic integrated circuits [20]. Recently, an interesting concept, physical white chaos, has been proposed and the enhanced chaos leads to random number generation at 320 Gb/s [21]. While there have been many improvements and schemes demonstrated in the field of random number generators based on chaotic lasers, in almost all cases advanced post-processing, complex experimental schemes, optical to electronic conversion, and/or exotic components are required for passing the standard randomness tests and for achieving ultrafast bit rates. In this Letter, we demonstrate that the chaotic laser terminal voltage V (t), as a surrogate for carrier density n(t) in the gain medium [22-25], can be used as a novel, fully electronic, entropy source for random number generation at rates of 40-120 GS/s, where only simple post-processing is required when compared to utilizing the optical intensity I(t). In order to understand the reason behind this improvement, we compare the voltage entropy source with the commonly utilized optical intensity which was measured simultaneously from the same chaotic laser. Specifically, the entropy sources are compared utilizing distributions, delay-correlation, and permutation entropy analysis. It is shown that the simple physical measurement of V (t) is an inherently superior entropy source compared to the optical intensity, I(t). Further, our approach has the benefit of simplicity, while still generating random bit streams at tens to hundreds of Gb/s. Specifically, the system, for the first time, offers a fast electronic entropy source that can be used to generate Gb/s streams without any optical-to-electrical conversion, thus facilitating the use of this entropy source for high-speed computing. In the experiment, an unpackaged multi-quantum well DFB laser was utilized [25, 26] operating at 1550 nm. The laser was subjected to delayed feedback from a mirror placed at a distance L resulting in a delay time of τ. The sub-nanosecond AC component of V (t) was