Dynamic Models and Nonlinear Filtering of Wave Propagation in Random Fields

Details Dynamic Models and Nonlinear Filtering of Wave Propagation in Random Fields Dynamic Models and Nonlinear Filtering of Wave Propagation in Random Fields

2004-01-01

arxiv.org/abs/physics/0401006v1

Proceedings of SPIE, vol. 4586, pp.415-426, 2001

Physics

Data Analysis, Statistics and Probability

12 pages, 1 figure

Scientific paper

In this paper, a general model of wireless channels is established based on the physics of wave propagation. Then the problems of inverse scattering and channel prediction are formulated as nonlinear filtering problems. The solutions to the nonlinear filtering problems are given in the form of dynamic evolution equations of the estimated quantities. Finally, examples are provided to illustrate the practical applications of the proposed theory.

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