CA2153637A1 - Pattern Recognition Using Artificial Neural Network for Coin Validation - Google Patents
Pattern Recognition Using Artificial Neural Network for Coin ValidationInfo
- Publication number
- CA2153637A1 CA2153637A1 CA2153637A CA2153637A CA2153637A1 CA 2153637 A1 CA2153637 A1 CA 2153637A1 CA 2153637 A CA2153637 A CA 2153637A CA 2153637 A CA2153637 A CA 2153637A CA 2153637 A1 CA2153637 A1 CA 2153637A1
- Authority
- CA
- Canada
- Prior art keywords
- coin
- circuit
- magnetic sensor
- neural network
- magnetic
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07D—HANDLING OF COINS OR VALUABLE PAPERS, e.g. TESTING, SORTING BY DENOMINATIONS, COUNTING, DISPENSING, CHANGING OR DEPOSITING
- G07D5/00—Testing specially adapted to determine the identity or genuineness of coins, e.g. for segregating coins which are unacceptable or alien to a currency
- G07D5/08—Testing the magnetic or electric properties
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07D—HANDLING OF COINS OR VALUABLE PAPERS, e.g. TESTING, SORTING BY DENOMINATIONS, COUNTING, DISPENSING, CHANGING OR DEPOSITING
- G07D5/00—Testing specially adapted to determine the identity or genuineness of coins, e.g. for segregating coins which are unacceptable or alien to a currency
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07D—HANDLING OF COINS OR VALUABLE PAPERS, e.g. TESTING, SORTING BY DENOMINATIONS, COUNTING, DISPENSING, CHANGING OR DEPOSITING
- G07D5/00—Testing specially adapted to determine the identity or genuineness of coins, e.g. for segregating coins which are unacceptable or alien to a currency
- G07D5/02—Testing the dimensions, e.g. thickness, diameter; Testing the deformation
Landscapes
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Testing Of Coins (AREA)
Abstract
A coin validation system for determining if a coin moving along a coin rail (21) is a valid coin, and if so, its denomination the system including a rail (21) along which coins move, at least one optical sensor (40, 42) located along the rail (21) to sense the presence or absence of a coin moving therealong, at least one magneticsensor (40, 42) associated with each optical sensor located in the vicinity of the respective optical sensor (40, 42), each of the magnetic sensors (46, 48) including an inductive element (L1) and a circuit for exciting the magnetic sensor (46, 48) to produce a field that is coupled to the coin moving past so that the coin and theinductive element (L1) have mutual inductance therebetween, the circuit ringing the magnetic sensor (46, 48) a predetermined number of times while the coin is adjacent to the magnetic sensor whereby the magnetic sensor (46, 48) generates a damped wave signal having characteristics representative of the physical and magnetic characteristics of the coin, a signal preprocessor (22) operatively connected to the magnetic sensor (46, 48) for producing output responses representative of distinguishing characteristics of the coin, a feature extraction circuit (24) for extracting from the output responses of the signal preprocessor signal portions representative of predetermined distinguishing characteristics of the coin, a circuit for producing a multi-dimensional representation of the extracted features and for comparing the multi-dimensional representation with the center of an establishedellipsoidal cluster of selected coin denominations to determine the extent of the comparison therebetween and to be used to determine whether the coin is an acceptable coin or not, and an artificial neural network classifier circuit (30) having connections to the preprocessor (22) and to the comparator circuit (32), the neural network classifier circuit (26) having an output which identifies the denomination of coins that are determined by the comparator circuit to be acceptable.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US08/273,931 | 1994-07-12 | ||
US08/273,931 US5485908A (en) | 1994-07-12 | 1994-07-12 | Pattern recognition using artificial neural network for coin validation |
Publications (2)
Publication Number | Publication Date |
---|---|
CA2153637A1 true CA2153637A1 (en) | 1996-01-13 |
CA2153637C CA2153637C (en) | 1999-11-30 |
Family
ID=23046034
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CA002153637A Expired - Fee Related CA2153637C (en) | 1994-07-12 | 1995-07-11 | Pattern recognition using artificial neural network for coin validation |
Country Status (6)
Country | Link |
---|---|
US (1) | US5485908A (en) |
EP (1) | EP0692773B1 (en) |
AU (1) | AU696711B2 (en) |
CA (1) | CA2153637C (en) |
DE (1) | DE69531883T2 (en) |
ES (1) | ES2208662T3 (en) |
Families Citing this family (23)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5729623A (en) * | 1993-10-18 | 1998-03-17 | Glory Kogyo Kabushiki Kaisha | Pattern recognition apparatus and method of optimizing mask for pattern recognition according to genetic algorithm |
US6014652A (en) * | 1994-11-02 | 2000-01-11 | Foster-Miller, Inc. | Object classification and identification system |
GB2331614A (en) | 1997-11-19 | 1999-05-26 | Tetrel Ltd | Inductive coin validation system |
GB2341263B (en) * | 1998-08-14 | 2002-12-18 | Mars Inc | Method and apparatus for validating currency |
EP1161691A2 (en) * | 1998-12-23 | 2001-12-12 | Peter D. Jakab | Magnetic resonance scanner with electromagnetic position and orientation tracking device |
GB2345372B (en) | 1998-12-30 | 2003-04-16 | Mars Inc | Method and apparatus for validating coins |
JP2000242823A (en) | 1999-02-24 | 2000-09-08 | Nippon Conlux Co Ltd | Method and device for selecting coin |
US6230870B1 (en) | 2000-02-10 | 2001-05-15 | Coin Acceptors, Inc. | Coin detection device |
US7043348B2 (en) * | 2003-03-03 | 2006-05-09 | Honeywell International, Inc. | Transient fault detection system and method |
US20040213448A1 (en) * | 2003-04-28 | 2004-10-28 | Asn Technology Corp. | Apparatus for recognizing counterfeit currency and method thereof |
US7294605B2 (en) | 2003-12-18 | 2007-11-13 | Agfa-Healthcare | Thermographic recording materials containing a mesionic, 1,2,4-triazolium-3-thiolate compound |
US7383238B1 (en) * | 2004-02-24 | 2008-06-03 | The United States Of America As Represented By The Administrator Of The National Aeronautics And Space Administration | Inductive monitoring system constructed from nominal system data and its use in real-time system monitoring |
US7233932B2 (en) * | 2005-05-31 | 2007-06-19 | Honeywell International, Inc. | Fault detection system and method using approximate null space base fault signature classification |
US7711582B2 (en) * | 2006-04-17 | 2010-05-04 | General Electric Company | Remote health application for the optimization of remote site visit frequency |
US20090326042A1 (en) * | 2006-05-05 | 2009-12-31 | Isis Pharmaceuticals, Inc | Compounds and methods for modulating expression of crp |
US8695416B2 (en) * | 2006-10-20 | 2014-04-15 | Coin Acceptors, Inc. | Method of examining a coin for determining its validity and denomination |
US10209097B2 (en) | 2013-03-19 | 2019-02-19 | Balluff Gmbh | Inductive displacement measuring sensor and method for operating the latter |
US9336638B2 (en) * | 2014-03-25 | 2016-05-10 | Ncr Corporation | Media item validation |
US20150308920A1 (en) * | 2014-04-24 | 2015-10-29 | Honeywell International Inc. | Adaptive baseline damage detection system and method |
WO2016095882A1 (en) * | 2014-12-16 | 2016-06-23 | Balluff Gmbh | Contactless position/distance sensor having an artificial neural network and method for operating same |
GB201706951D0 (en) * | 2017-05-02 | 2017-06-14 | Univ Manchester | Method and apparatus for determining conductivity |
ES2752214T3 (en) * | 2017-07-11 | 2020-04-03 | Azkoyen Sa | Coin sensor |
US11093599B2 (en) * | 2018-06-28 | 2021-08-17 | International Business Machines Corporation | Tamper mitigation scheme for locally powered smart devices |
Family Cites Families (14)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
GB8509609D0 (en) * | 1985-04-15 | 1985-05-22 | Coin Controls | Discriminating between different metallic articles |
US4646904A (en) * | 1985-09-05 | 1987-03-03 | Coin Acceptors, Inc. | Coin sizing means and method |
US4739869A (en) * | 1985-09-05 | 1988-04-26 | Coin Acceptors, Inc. | Coin detection and validation means and method |
US4625852A (en) * | 1985-09-05 | 1986-12-02 | Coil Acceptors, Inc. | Coin detection and validation means and method |
CH676162A5 (en) * | 1988-11-07 | 1990-12-14 | Ascom Autelca Ag | |
US5076414A (en) * | 1989-05-24 | 1991-12-31 | Laurel Bank Machines Co., Ltd. | Coin discriminating and counting apparatus |
US5142665A (en) * | 1990-02-20 | 1992-08-25 | International Business Machines Corporation | Neural network shell for application programs |
JPH04123191A (en) * | 1990-09-13 | 1992-04-23 | Nippon Signal Co Ltd:The | Coin discriminator |
US5167313A (en) * | 1990-10-10 | 1992-12-01 | Mars Incorporated | Method and apparatus for improved coin, bill and other currency acceptance and slug or counterfeit rejection |
DE4100500A1 (en) * | 1991-01-10 | 1992-07-16 | Bodenseewerk Geraetetech | SIGNAL PROCESSING ARRANGEMENT FOR THE CLASSIFICATION OF OBJECTS BASED ON THE SIGNALS OF SENSORS |
JP3332952B2 (en) * | 1992-05-20 | 2002-10-07 | グローリー工業株式会社 | Coin identification device |
ES2104180T3 (en) * | 1992-10-14 | 1997-10-01 | Tetrel Ltd | COIN VALIDATION DEVICE. |
GB2271875A (en) * | 1992-10-14 | 1994-04-27 | Tetrel Ltd | Coin validator |
CH684856A5 (en) * | 1992-11-30 | 1995-01-13 | Mars Inc | Method for classifying a pattern - in particular a pattern of a bill or a coin - and means for implementing the method. |
-
1994
- 1994-07-12 US US08/273,931 patent/US5485908A/en not_active Expired - Lifetime
-
1995
- 1995-07-11 CA CA002153637A patent/CA2153637C/en not_active Expired - Fee Related
- 1995-07-12 EP EP95110930A patent/EP0692773B1/en not_active Expired - Lifetime
- 1995-07-12 ES ES95110930T patent/ES2208662T3/en not_active Expired - Lifetime
- 1995-07-12 DE DE69531883T patent/DE69531883T2/en not_active Expired - Fee Related
- 1995-07-14 AU AU25033/95A patent/AU696711B2/en not_active Ceased
Also Published As
Publication number | Publication date |
---|---|
DE69531883T2 (en) | 2004-09-02 |
EP0692773A3 (en) | 1999-06-09 |
DE69531883D1 (en) | 2003-11-13 |
EP0692773A2 (en) | 1996-01-17 |
US5485908A (en) | 1996-01-23 |
ES2208662T3 (en) | 2004-06-16 |
EP0692773B1 (en) | 2003-10-08 |
CA2153637C (en) | 1999-11-30 |
AU696711B2 (en) | 1998-09-17 |
AU2503395A (en) | 1996-01-25 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
EEER | Examination request | ||
MKLA | Lapsed | ||
MKLA | Lapsed |
Effective date: 20090713 |