Performance comparison of optimum and conventional MTI and Doppler processors
Abstract
The theory of detecting a useful target echo embedded in thermal noise and clutter with known statistics has been well established in a number of investigations. The 'optimum filter' rejects the correlated component (clutter) of the input interference through the exploitation of the a priori knowledge of the clutter statistics. This result is achieved by a proper filter shape, which reduces the frequency components occupied by the clutter spectrum. In the present study, a comparison is conducted of the performance provided by the optimum filter and other more conventional filtering techniques. The considered conventional filters include a fixed MTI, an adaptive MTI (AMTI), and a coherent integrator (CI). A unified analytical method is proposed and employed to evaluate and compare the performance of the considered filters.
- Publication:
-
IEEE Transactions on Aerospace Electronic Systems
- Pub Date:
- November 1984
- DOI:
- Bibcode:
- 1984ITAES..20..707D
- Keywords:
-
- Doppler Effect;
- Linear Filters;
- Moving Target Indicators;
- Performance Prediction;
- Radar Reception;
- Signal Processing;
- Signal To Noise Ratios;
- Adaptive Filters;
- Clutter;
- Probability Density Functions;
- Radar Targets;
- Radio Frequency Interference;
- Thermal Noise;
- Communications and Radar