Title :
A constrained adaptive beamformer for medical ultrasound: initial results
Author :
Mann, J.A. ; Walker, W.F.
Author_Institution :
Dept. of Biomed. Eng., Virginia Univ., Charlottesville, VA, USA
Abstract :
Adaptive beamforming has been widely used as a way to improve image quality in medical ultrasound applications by correcting phase and amplitude aberration errors resulting from tissue inhomogeneity. A less-studied concern in ultrasound beamforming is the deleterious contribution of bright off-axis targets. This paper describes a new approach, the constrained adaptive beamformer (CAB), which builds on classic array processing methods from radar and sonar. Given a desired frequency response for the mainlobe beam, the CAB reduces off-axis signals by imposing an optimal set of weights on the receive aperture. A linearly constrained adaptive filter dynamically adjusts the aperture weights in response to the incoming data. Initial results show a factor of two improvement in point target resolution and a 60% contrast improvement for low echogenicity cysts. The CAB could considerably improve cardiac and abdominal image quality. We address implementation issues and discuss future work.
Keywords :
adaptive filters; biomedical measurement; biomedical transducers; biomedical ultrasonics; frequency response; ultrasonic transducer arrays; bright off-axis targets; classic array processing methods; constrained adaptive beamformer; correcting amplitude aberration errors; correcting phase aberration errors; frequency response; image quality; linearly constrained adaptive filter; low echogenicity cysts; mainlobe beam; medical ultrasound; tissue inhomogeneity; Adaptive filters; Apertures; Array signal processing; Biomedical imaging; Error correction; Frequency response; Image quality; Radar imaging; Sonar; Ultrasonic imaging;
Conference_Titel :
Ultrasonics Symposium, 2002. Proceedings. 2002 IEEE
Print_ISBN :
0-7803-7582-3
DOI :
10.1109/ULTSYM.2002.1192650