Title :
Radar measurement extraction in the presence of sea-surface multipath
Author :
Sinha, A. ; Bar-Shalom, Y. ; Blair, W.D. ; Kirubarajan, T.
Author_Institution :
Dept. of Electr. & Comput. Eng., Connecticut Univ., Storrs, CT, USA
fDate :
4/1/2003 12:00:00 AM
Abstract :
In the presence of sea-surface multipath monopulse radar signals from a low elevation target have three alternative paths in addition to the direct (radar-to-target) path due to reflections from the sea surface. The specular reflection causes significant signal fading. The diffuse reflection causes an approximately constant bias to the in-phase component of the monopulse ratio, which is the standard extractor of the direction of arrival (DOA) in the monopulse processing. The diffuse reflection also causes higher standard deviation to the in-phase component of the monopulse ratio. We propose a maximum likelihood (ML) angle extraction technique for low elevation targets of known average signal strength having a Rayleigh fluctuation. The results show that this method reduces the error of the estimated angle compared with the conventional monopulse ratio estimator. Subsequently, the ML angle extractor is modified for the unknown average signal strength case. This modified angle extractor has only a small performance degradation compared with the known average signal strength case, but it performs much better than the monopulse ratio based estimator. An algorithm to calculate the accuracy of the estimated angle (or height) is also presented. This angle extractor reduces the root-mean-square error (RMSE) by more than 50% in the signal processing stage when used in a low flying target tracking scenario. The same algorithm can be used to track sea skimmers.
Keywords :
direction-of-arrival estimation; electromagnetic wave reflection; fading; maximum likelihood detection; multipath channels; radar signal processing; radar tracking; Rayleigh fluctuation; average signal strength; diffuse reflection; direction of arrival; in-phase component; low elevation target; low flying target tracking scenario; maximum likelihood angle extraction; monopulse radar signals; performance degradation; radar measurement extraction; root-mean-square error; sea skimmers; sea-surface multipath; signal fading; signal strength; specular reflection; Accuracy; Degradation; Fading; Fluctuations; Maximum likelihood estimation; Radar measurements; Reflection; Sea surface; Signal processing algorithms; Target tracking;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2003.1207266