Title :
Fast algorithm and architecture for constrained adaptive side-lobe cancellation
Author :
Games, Richard A. ; Eastman, Willard L. ; Sousa, Michael J.
Author_Institution :
Mitre Corp., Bedford, MA, USA
fDate :
5/1/1993 12:00:00 AM
Abstract :
An efficient implementation of auxiliary constraints for a concurrent-block least-squares adaptive side-lobe canceler is described. A QR decomposition of the auxiliary data matrix is computed, and this information is sent to one or more main beam processors, where the constraints are applied using blocking matrices and the individual residuals are computed. Structured blocking matrices are used to derive a fast algorithm and architecture for constrained main beam processing. This approach reduces the operation count of this phase of the processing from O(n3) to O(n 2), where n is the number of auxiliary sensors
Keywords :
adaptive filters; antenna phased arrays; array signal processing; computational complexity; interference suppression; QR decomposition; adaptive side-lobe cancellation; architecture; array processing; auxiliary constraints; auxiliary data matrix; concurrent-block least-squares adaptive side-lobe canceler; constrained main beam processing; fast algorithm; individual residuals; operation count; structured blocking matrices; Adaptive arrays; Computer architecture; Interference cancellation; Interference constraints; Interference elimination; Least squares methods; Matrix decomposition; Sensor arrays; Signal processing; Spatial coherence;
Journal_Title :
Antennas and Propagation, IEEE Transactions on