Title :
Model-based parameter estimation in the frequency domain for Quantitative Ultrasound measurement of bone
Author :
Dencks, Stefanie ; Schmitz, Georg ; Barkmann, Reinhard ; Glüer, Claus-C
Author_Institution :
Phys.-Tech. Bundesanstalt, Braunschweig, Germany
Abstract :
From Quantitative Ultrasound (QUS) measurements of excised bone samples or intact bones, the multipath transmission of sound waves is a known phenomenon. It has been shown that in the case of superimposed signal components the calculation of the standard QUS parameters Speed-of-Sound (SOS) and Broadband Ultrasound Attenuation (BUA) becomes problematic. Recently, we adapted a model-based parameter estimation in the time domain to allow for evaluating single signal components. Now, we have transferred the parameter estimation into the frequency domain to make its application more flexible. Through applying the model-based signal separation, the uncertainty in computing SOS and BUA is substantially reduced.
Keywords :
biomedical measurement; biomedical ultrasonics; bone; medical signal processing; parameter estimation; bone quantitative ultrasound measurement; broadband ultrasound attenuation; frequency domain; intact bones; model-based parameter estimation; model-based signal separation; multipath transmission; sound waves; standard QUS parameter speed-of-sound; superimposed signal components; Attenuation; Bones; Frequency domain analysis; Frequency measurement; Medical diagnostic imaging; Parameter estimation; Pulse modulation; Source separation; Ultrasonic imaging; Ultrasonic variables measurement; Bone; attenuation; multipath transmission; parameter estimation; quantitative ultrasound; speed of sound;
Conference_Titel :
Ultrasonics Symposium (IUS), 2009 IEEE International
Conference_Location :
Rome
Print_ISBN :
978-1-4244-4389-5
Electronic_ISBN :
1948-5719
DOI :
10.1109/ULTSYM.2009.5441828