Radial-Amplitude Modulation Method for Discrete Multidimensional Time Series Analysis

This technical note describes a mathematical framework for mapping discrete symbolic sequences into continuous trajectories within a spherical manifold. The study focuses on the implementation of a radial modulation coefficient r(t) to stabilize stochastic fluctuations in high-density data streams. The proposed method provides a robust geometric approach for data indexing and noise suppression in distributed systems.