A new algorithm for space time adaptive processing using the conjugate gradient method

被引：0
|
作者：
Madurasinghe, D
机构：
来源：
ISSPA 96 - FOURTH INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS, PROCEEDINGS, VOLS 1 AND 2 | 1996年
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D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A novel approach for space time adaptive processing is formulated. The algorithm operates on the data domain and hence does not require the covariance matrix. It is proposed that the adaptive weight update is carried out utilising the conjugate gradient method which speeds the algorithm. The most noticeable feature in this formulation is that the adaptive updating of the weight equation involves only one row update in the data matrix, each time a new snapshot arrives. This algorithm is particularly suitable for airborne radar and has the potential to operate in a real time environment.
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页码：696 / 699
页数：4
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