Fuzzy backward reasoning device

• US 5,280,565 A
• Filed: 03/08/1990
• Issued: 01/18/1994
• Est. Priority Date: 03/10/1989
• Status: Expired due to Fees

• Current Assignee: Mitsubishi Denki Kabushiki Kaisha (Mitsubishi Electric Corporation)
• Original Assignee: Mitsubishi Denki Kabushiki Kaisha (Mitsubishi Electric Corporation)
• Inventors: Kirimoto, Tetsuo, Ohhashi, Yoshimasa, Nomoto, Kohei
• Primary Examiner(s): Fleming, Michael R.
• Assistant Examiner(s): Downs, Robert W.
• Application Number:
  US07/490,761
• Time in Patent Office: 1,412 Days
• Field of Search: 395/61, 395/900, 395/51, 395/52, 395/906, 395/914, 395/924, 395/51, 395/61, 364/200, 364/426.01, 364/150, 364/431.03, 364/807
• US Class Current: 706/52
• CPC Class Codes: G06N 5/042 Backward inferencing
• CPC Class Codes: G06N 5/048 Fuzzy inferencing
• CPC Class Codes: G06N 7/023 Learning or tuning the parameters of a fuzzy system
• CPC Class Codes: Y10S 706/90 Fuzzy logic

Abstract

A sequential type Fuzzy backward reasoning device is disclosed, which is capable of performing computation progressing every time a feature quantity is observed to update reasoning and of performing the reasoning even if the order of observations is arbitrary, by providing means for performing sequential reasoning instead of batch type reasoning means, and feedback means for feeding back a reasoned result.

Additionally, a target recognition device is disclosed which is capable of computing as a numerical value the reliable degree of a recognized result on a target by obtaining another recognizing information even if there is not obtained any information concerning the target, using said sequential type Fuzzy backward reasoning device.

Claims

1. A Fuzzy backward reasoning device comprising:

sensor means responsive to a cause for supplying feature quantities at arbitrary times; and

a computer system comprising;

causality relation storage means for storing causality relations between said feature quantities and causes of said feature quantities;

sequential reasoning means for performing Fuzzy backward reasoning during each of a plurality of sequential reasoning periods and outputting a reasoned result, said sequential reasoning means being responsive during each sequential reasoning period to an input feature quantity from said sensor means, a corresponding causality relation from said causality relation storage means and a previous reasoned result from a previous reasoning period, said reasoned result indicating the cause of the input feature quantity; and

feedback means responsive to outputs of said sequential reasoning means for providing a previous reasoned result to an input of said sequential reasoning means during each of said sequential reasoning periods.

2. A Fuzzy backward reasoning device as defined in claim 1 further including union set operation means for taking the union of the reasoned results of each of the sequential reasoning periods and outputting a final reasoned result representative of the cause of the feature quantities.

3. A Fuzzy backward reasoning device as defined in claim 2 further including means for selecting an action to be taken in response to the final reasoned result.

4. A Fuzzy backward reasoning device comprising:

sensor means responsive to a cause for supplying feature quantities at arbitrary times; and

a digital computer, said digital computer comprising;

causality relation storage means for storing causality relations between said feature quantities and causes of said feature quantities;

sequential reasoning means for performing Fuzzy backward reasoning during each of a plurality of sequential reasoning periods and outputting a reasoned result, said sequential reasoning means being responsive during each sequential reasoning period to an input feature quantity from said sensor means, a corresponding causality relation from said causality relation storage means and a previous reasoned result from a previous reasoning period, said reasoned result indicating the cause of the input feature quantity; and

means responsive to outputs of said sequential reasoning means for providing a previous reasoned result to an input of said sequential reasoning means during each of said sequential reasoning periods.

5. A Fuzzy backward reasoning device comprising:

sensor means responsive to a cause for supplying feature quantities at arbitrary times; and

a computer system comprising;

causality relation storage means for storing causality relations between said feature quantities and causes of said feature quantities;

a first processor portion for performing Fuzzy backward reasoning during each of a plurality of sequential reasoning periods and outputting a reasoned result, said first processor portion being responsive during each sequential reasoning period to an input feature quantity from said sensor means, a corresponding causality relation from said causality relation storage means and a previous reasoned result from a previous reasoning period, said reasoned result indicating the cause of the input feature quantity; and

a second processor portion responsive to outputs of said first processor portion for providing a previous reasoned result to an input of said first processor portion during each of said sequential reasoning periods.

6. A Fuzzy backward reasoning device as defined in claim 5 further including third processor means comprising union set operation means for taking the union of the reasoned results of each sequential reasoning period for providing a final reasoned result representative of the cause of the feature quantities.

7. A Fuzzy backward reasoning device as defined in claim 6 further including means for selecting an action for responding to the final reasoned result.