EVALUATION OF THE PROPERTIES OF A SEQUENCE OF RANDOM NUMBERS OBTAINED ON THE BASIS OF QUANTUM PROCESSES USING NONLINEAR DYNAMICS METHODS

It is known from the literature that many of the existing algorithms for generating random numbers or pseudorandom sequences are not able to fully provide the required level of security, which was the key reason for the development of random number generators or pseudorandom sequences based on new principles. Studies of time realizations of random numbers obtained on the basis of quantum processes have been carried out. It is shown that the methods of nonlinear dynamics are rarely used to study the properties of such random numbers. The simulation of a sequence of random numbers obtained on the basis of quantum processes is carried out, and a quantitative and qualitative analysis of their properties using methods of nonlinear dynamics is carried out. It has been revealed that the time realizations of random numbers obtained on the basis of quantum processes have increased stealth from an outside observer and are quite close to white noise. It is indicated that such random numbers, after appropriate adaptation, can find application for use in modern data transmission systems since they have an acceptable peak factor value.