The use of output moments to predict performance of nonlinear systems with Gaussian inputs
Abstract
Certain moments of the output of a bandpass nonlinear system whose input is a stationary Gaussian random process will be used to predict the performance (i.e., the average probability of error) of the system. The main application of this procedure is the analysis of a frequency translating saturating satellite link. The basic analytical technique to be employed will be the use of moment space bounds. It will be shown that by using at most a two-dimensional Gaussian quadrature formula to perform a numerical integration, the bounding procedure presented in this paper can be used in a relatively straightforward manner with virtually any bandpass nonlinearity.
- Publication:
-
ICC 1981; International Conference on Communications, Volume 2
- Pub Date:
- 1981
- Bibcode:
- 1981icc.....2...33Y
- Keywords:
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- Communication Satellites;
- Data Links;
- Method Of Moments;
- Nonlinear Systems;
- Performance Prediction;
- Pulse Communication;
- Random Processes;
- Digital Systems;
- Downlinking;
- Error Analysis;
- Normal Density Functions;
- Numerical Integration;
- Radio Relay Systems;
- Spacecraft Communication;
- Transmission Efficiency;
- Uplinking;
- Communications and Radar