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Space-Time chaos filtering for the Incoherent Paradigm for 6G wireless System Design. Theoretic view
  • Valeri Kontorovich
Valeri Kontorovich

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Abstract

The following material is devoted to the generalization of the chaos modeling to random fields in communication channels and its application on the space-time filtering for the incoherent paradigm. The approach is based on the "Markovian" trend in modeling of random fields,and it is applied to chaos field modeling through the well-known concept of the random "treatment" of deterministic dynamic systems, first presented by A. Kolmogorov, M. Born, etc. The material applies the generalized Stratonovich-Kushner Equations (SKE) for the optimum filtering of chaotic models of random fields and its simplified quasioptimum solutions. In addition to this, the application of the multi-moment algorithms for quasi-optimum solutions is considered and, it is shown that for scenarios, when the covariation interval of the input random field is less than the distance between the antenna elements, the gain of the space-time algorithms against their "time" analogies is really significant.
29 May 2024Submitted to TechRxiv
07 Jun 2024Published in TechRxiv