The theoretic ground of a local-topological method for defining a minimal attractor embedding dimension on the basis of matrix decomposition is proposed. The investigation of digital electrocardio signals using local-topological analysis of chaotic attractor trajectories is carried out. The computer confirmation of the theoretical results is presented.
Index Terms. complex systems, chaotic dynamics, state-space, attractor, minimal embedding dimension, nonlinear decomposition