Generalized multichannel signal detection
Abstract
The Multichannel Signal Processing Simulation System (MSPSS) provides the following: a synthesis procedure for simulating multichannel Autoregressive (AR) processes in which intertemporal and interchannel correlations are controlled by specifying signal characteristics such as the one-lag temporal and cross-channel correlation parameters; a capability for analyzing the performance of various multichannel estimation algorithms; and a multichannel signal detection algorithm, based on a generalized likelihood ratio using an innovations approach. Under this effort the MSPSS was enhanced to provide synthesis and analysis of more general processes including multipath and feedback processes, non-Gaussian Spherically Invariant Random Processes, and processes with non-constrained quadrature components.
- Publication:
-
Final Report
- Pub Date:
- July 1993
- Bibcode:
- 1993ksc..rept.....V
- Keywords:
-
- Autoregressive Processes;
- Cross Correlation;
- Likelihood Ratio;
- Multipath Transmission;
- Random Processes;
- Signal Detection;
- Signal Processing;
- Time Series Analysis;
- Algorithms;
- Correlation;
- Quadratures;
- Simulation;
- Communications and Radar