Title :
MVDR beamforming and generalized sidelobe cancellation based on inverse updating with residual extraction
Author :
Moonen, Marc ; Proudler, Ian K.
Author_Institution :
Dept. of Electr. Eng., Katholieke Univ., Leuven, Heverlee, Belgium
fDate :
4/1/2000 12:00:00 AM
Abstract :
The “standard” minimum variance distortionless response (MVDR) beamforming algorithm of McWhirter and Shepherd (1989) is known to suffer from linear roundoff error buildup. An alternative has been developed by Moonen (1993) based on the so-called inverse QR-updating algorithm. It is amenable to pipelined implementation, but unlike the McWhirter and Shepherd algorithm, it is stable numerically. Here, a variant of the latter algorithm that combines (part of) the McWhirter and Shepherd procedure into the inverse QR updating scheme is discussed. This makes the derivation of the algorithm less complex compared to the original. Furthermore, by making use of a residual extraction property of the inverse updating procedure, an interesting correspondence of the new MVDR algorithm with so-called “generalized sidelobe cancellation” is explicitly revealed
Keywords :
array signal processing; least squares approximations; numerical stability; parallel algorithms; pipeline processing; MVDR beamforming algorithm; generalized sidelobe cancellation; inverse QR-updating algorithm; inverse updating; linear roundoff error buildup; minimum variance distortionless response; pipelined implementation; residual extraction; Array signal processing; Circuits; Computational efficiency; Degradation; Greedy algorithms; Image coding; Image quality; Linear antenna arrays; Signal processing algorithms; Vector quantization;
Journal_Title :
Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on