Currency discrimination and evaluation
View Patent ↗The disclosure relates to modeling the structure of an item of currency and to predicting the behavior of a currency sensing system as related to the structure of a tested item of currency. For a specified set of parameters of an item of currency, the response of the currency sensing system can be predicted. A particular construction of an item of currency can be determined based on theoretical responses from the item of currency being tested with a theoretical currency sensing system.
1. An currency handling apparatus comprising: an authentication unit arranged to classify an item of currency; the authentication unit including a sensing unit arranged to measure the electromagnetic response of at least one component of the item of currency, the sensing unit including a coil;
wherein the authentication unit is arranged to characterize a measured signal from the response information, simulate the measured signal using model parameters, compare the simulated signal to the measured signal, create new model parameters based on the comparison to reduce a difference between the simulated signal and the measured signal, simulate the measured signal using the new model parameters to create a second simulated signal, and classify the item of currency based in part by a characterization of the second simulated signal.
2. The currency handling apparatus according to claim 1 wherein the at least one component exhibits electromagnetic properties.
3. The currency handling apparatus according to claim 2 wherein the characterization of the at least one component is made using a complex impedance.
4. An apparatus for evaluating items of currency comprising:
a sensing unit configured for sensing electromagnetic response information from an item of currency;
the sensing unit including a sensor arranged to sense electromagnetic responses from the inserted item of currency;
a processing unit electrically coupled to the sensor and arranged to process response information received from the sensor;
wherein the processing unit is configured to characterize a measured signal from the response information, simulate the measured signal using model parameters, compare the simulated signal to the measured signal, create new model parameters based on the comparison to reduce a difference between the simulated signal and the measured signal, simulate the measured signal using the new model parameters to create a second simulated signal, and classify the item of currency based in part by a characterization of the second simulated signal.
5. The apparatus according to claim 4 wherein the sensor includes a coil.
6. The apparatus according to claim 5 wherein the apparatus further includes a memory device.
7. The apparatus according to claim 6 wherein the memory device is electrically coupled to the processing unit.
8. The apparatus according to claim 7 wherein the item of currency is comprised of at least two electromagnetic components.
9. The apparatus according to claim 4 wherein the item of currency is a coin.
10. The apparatus according to claim 4 wherein the item of currency is a valuable document.
11. The apparatus according to claim 7 wherein each simulated signal is an estimation of the complex impedance of the item of currency.
12. The apparatus according to claim 11 wherein the complex impedance is derived from the Maxwell Equations.
13. The apparatus according to claim 7 wherein the processing unit is configured to classify the item of currency using a classification technique selected from the group consisting of: Mahalanobis Distance, Linear Discriminate Analysis, Support Vector Machine and Feature Vector Selection.
14. The apparatus according to claim 7 wherein the processing unit computes a fitness value and further computes the comparison of the fitness value and a predetermined threshold.
15. The apparatus according to claim 4 , wherein the processing unit is further configured to estimate a structure of the item of currency.
16. The apparatus according to claim 15 , wherein the structure of the item of currency includes one or more of: material of the item of currency, and number of layers of the item of currency.