Since there have been several studies that have utilized ultrasound to detect and characterize quality of meats, the technology will concentrate on developing a prototype composed of an ultrasonic probe that will act as the generator and receiver of the ultrasonic signal. The sample under investigation will be subjected to this ultrasonic signal, with multiple frequencies, and once the reflected component is received at the probe, it is transmitted to the computer for subsequent analysis to extract the ultrasonic parameters associated with that specific sample. These parameters will be compared to a set of parameters available in a table, which will be compiled by the inventors, to identify meat piece in question.
The parameters are used to characterize the type of meat under consideration and build a computer-based classifier. Data collected from the training (control) set will be transformed to an appropriate space then will be used to tune the system to recognize an unknown sample of meat. We will use a training set that represents the different types of meats under consideration. The same parameters are collected, from an unknown meat sample, using the proposed device. The measured data are subjected to the same pre-processing steps as above then the classifier is used to determine the type of the meat.
The most important set of parameters are those used to characterize the acoustical properties of the pig meat, which include the ultrasonic velocity and attenuation coefficient. These two parameters are related to the elastic properties of the material in general, specifically the bulk modulus, which is related to the square of the ultrasonic velocity and the density. Since the focus is to identify whether the meat is of a pig origin or not, the technology will be provided a full quantitative description of parameter related to meats used in the targeted community; plus that of pig origin. This will provide the user with a quick and easy comparison between the measured parameters to those available on the comparison table and will be able to quickly decide on meat he is being sold.