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Published on: June 8, 2018
Statistics of a space-time random pulse train.
1Department of Physics, Hunter College of the City University of New York, New York, NY 10065, USA.
A new method analyzes pulse train statistics, even for non-uniform, space-time dependent pulses. It introduces a dynamical scintillation index to track stationarity, offering general expressions for moments.
Area of Science:
- Physics
- Wave Phenomena
- Signal Processing
Background:
- Pulse trains are fundamental in various scientific fields.
- Characterizing complex pulse trains with space-time dependence and non-uniform distributions is challenging.
- Existing methods for scintillation index lack space-time adaptability.
Purpose of the Study:
- To develop a general framework for analyzing the statistical properties of pulse trains.
- To derive explicit expressions for moments of pulse trains, considering space and time dependence.
- To introduce and define a dynamical scintillation index for non-stationary pulse trains.
Main Methods:
- Development of a general analytical approach for pulse train statistics.
- Derivation of explicit expressions for moments up to the fourth order.
- Formulation of the dynamical scintillation index based on raw and central moments.
- Analysis of moment expansions in terms of the number of elementary signals (1/N).
Main Results:
- General expressions for pulse train moments derived from elementary signal moments.
- The dynamical scintillation index is shown to be space and time dependent.
- Exact expressions for raw moments and their 1/N expansions are obtained.
- Particularly simple exact expressions for central moments are presented.
Conclusions:
- The developed approach provides a comprehensive method for analyzing complex pulse trains.
- The dynamical scintillation index offers new insights into the stationarity of space-time pulse trains.
- The findings are applicable to uncorrelated elementary wave signals and advance the understanding of wave propagation phenomena.

