Reconstructions of model equations of time-delay system from short experimental time series

This study aims to investigate the scope of methods for the reconstruction of time-delay systems.We consider an approach to the reconstruction of time-delay systems based on the synchronous response of the driven system with the structure similar to the structure of the studied object.This approach is used for the recovery of the parameters of timedelay systems from short and noisy time series.To show the operational performance and capabilities of this approach,the parameters were reconstructed for a radiophysical chaotic generator with quadratic nonlinearity and for the model of a system for the baroreflectory regulation of the mean arterial pressure.