Method, computer program, computer program product and system for handling sensor data

• US 10,474,684 B2
• Filed: 02/08/2012
• Issued: 11/12/2019
• Est. Priority Date: 02/08/2012
• Status: Active Grant

• Current Assignee: Telefonaktiebolaget LM Ericsson
• Original Assignee: Telefonaktiebolaget LM Ericsson
• Inventors: Huang, Vincent, Carlsson, Richard, Forgeat, Julien, Liu, Qingyan, Zhao, Siyan
• Primary Examiner(s): Reyes, Mariela
• Assistant Examiner(s): Harmon, Courtney
• Application Number:
  US14/376,037
• Publication Number:
  US 20150006548A1
• Time in Patent Office: 2,834 Days
• CPC Class Codes: G06F 16/23 Updating
• CPC Class Codes: G06F 16/24578 using ranking
• CPC Class Codes: G06N 5/04 Inference or reasoning models

Abstract

A sensor data system, method and computer program configured to handle sensor data are disclosed. The system includes a reception unit adapted to receive sensor data, a storing unit adapted to store at least some of the received sensor data in an observations database, a recording unit adapted to record usage of the sensor data, and a relevance determination unit adapted to determine the relevance of the sensor data based on the recorded usage. A decision unit is adapted to remove excess sensor data with determined relevance below a limit from the observations database, and to retain relevant sensor data with determined relevance above the limit in the sensor database. Sensor data in an observations database may thereby be limited to a desired size, by removal of excess sensor data from the database.

Claims

1. A sensor data system configured to handle sensor data, the sensor data system comprising:

a processor coupled to a memory that stores a computer program which, when executed by the processor, causes the sensor data system to;

receive the sensor data from a plurality of sensors,

filter the received sensor data, based on a predefined criteria, wherein, to filter the received sensor data, the processor executes the computer program to further cause the sensor data system to discard at least some of the received sensor data, and wherein, to discard the at least some of the received sensor data based on the predefined criteria, the processor executes the computer program to further cause the sensor data system to;

discard sensor data from a sensor of the plurality of sensors, wherein the sensor data, to be discarded, is received within a time interval after a previous received data from the sensor, and wherein the previous received data from the sensor is the latest stored data,

store undiscarded sensor data in an observations database,

record usage of the sensor data stored in the observations database, wherein, to record the usage of the stored sensor data, the processor executes the computer program to further cause the sensor data system to log a first stored sensor data that is used by a data user and a second stored sensor data that is unused by the data user,

determine relevance of the sensor data stored in the observations database based on the recorded usage, wherein the relevance of the sensor data stored in the observations database is determined based on information about sensors, of the plurality of sensors, that trigger the maximum number of actuators to be activated,

remove excess sensor data that have the determined relevance below a limit from the observations database, and retain relevant sensor data that have the determined relevance above the limit in the observations database, to limit a size of the sensor data stored in the observations database, and

control a plurality of actuators by using the retained relevant sensor data, wherein to control the plurality of actuators, the sensor data system activates at least one actuator of the plurality of actuators based on the retained relevant sensor data.

2. The sensor data system according to claim 1, wherein the processor executes the computer program to further cause the sensor data system to calculate uniqueness of the sensor data stored in the observations database.

3. The sensor data system according to claim 1, wherein the processor executes the computer program to further cause the sensor data system to calculate the usage of the sensor data stored in the observations database.

4. The sensor data system according to claim 1, wherein the processor executes the computer program to further cause the sensor data system to calculate influence of the sensor data stored in the observations database.

5. The sensor data system according to claim 1, wherein the processor executes the computer program to further cause the sensor data system to determine age of the sensor data stored in the observations database.

6. The sensor data system according to claim 1, wherein the processor executes the computer program to further cause the sensor data system to determine the relevance of the sensor data stored in the observations database based on parameters comprising a combination of at least two of:

uniqueness, usage, influence, and age of the sensor data stored in the observations database.

7. The sensor data system according to claim 6, wherein the parameters for the determination of the relevance of the sensor data stored in the observations database are a static set or are dynamically adapted by the sensor data system.

8. The sensor data system according to claim 1, wherein the retained relevant sensor data is further used for reporting observations or the retained relevant sensor data is made available to the data user.

9. The sensor data system according to claim 1, wherein the processor executes the computer program to further cause the sensor data system to perform the determination of the relevance of the sensor data stored in the observations database periodically or when the observations database exceeds a certain size.

10. A method in a sensor data system for handling sensor data, the method comprising:

receiving the sensor data from a plurality of sensors,

filtering the received sensor data, based on a predefined criteria, wherein the filtering comprises discarding at least some of the received sensor data, and wherein the discarding the at least some of the received sensor data based on the predefined criteria comprises;

discarding sensor data from a sensor of the plurality of sensors, wherein the sensor data, to be discarded, is received within a time interval after a previous received data from the sensor, and wherein the previous received data from the sensor is the latest stored data,

storing undiscarded sensor data in an observations database,

recording usage of the stored sensor data, wherein the recording the usage of the stored sensor data comprises logging a first stored sensor data that is used by a data user and a second stored sensor data that is unused by the data user,

determining relevance of the stored sensor data based on the recorded usage, wherein the relevance of the stored sensor data is determined by calculating an influence of the stored sensor data, and wherein the influence of the stored sensor data is calculated by measuring relevance of each of the plurality of sensors,

deciding to remove excess stored sensor data that have the determined relevance below a limit from the observations database, and to retain relevant stored sensor data that have the determined relevance above the limit in the observations database, to limit a size of the sensor data stored in the observations database, and

controlling a plurality of actuators by using the retained relevant stored sensor data, wherein the controlling the plurality of actuators comprises activating at least one actuator of the plurality of actuators based on the retained relevant stored sensor data.

11. The method according to claim 10, wherein the relevance of the stored sensor data is further determined by calculation of uniqueness of the stored sensor data.

12. The method according to claim 10, wherein the relevance of the stored sensor data is further determined by calculation of the usage of the stored sensor data.

13. The method according to claim 10, wherein the relevance of the stored sensor data is further determined by calculation of age of the stored sensor data.

14. The method according to claim 10, wherein the relevance of the stored sensor data is further determined based on parameters comprising a combination of at least two of:

uniqueness, usage, and age of the stored sensor data.

15. The method according to claim 14, wherein the parameters for the determination of the relevance of the sensor data stored in the observations database are a static set or are dynamically adapted.

16. The method according to claim 10, wherein the retained relevant sensor data is further used for reporting observations or the retained relevant sensor data is made available to the data user.

17. The method according to claim 10, wherein the determination of the relevance of the sensor data stored in the observations database is performed periodically or when the observations database exceeds a certain size.

18. A computer program, comprising computer readable code means, which when run by a processor in a sensor data system causes the sensor data system to perform the following steps:

receiving sensor data from a plurality of sensors,

filtering the received sensor data, based on a predefined criteria, wherein the filtering comprises discarding at least some of the received sensor data, and wherein the discarding the at least some of the received sensor data based on the predefined criteria comprises;

discarding sensor data from a sensor of the plurality of sensors, wherein the sensor data, to be discarded, is received within a time interval after a previous received data from the sensor, and wherein the previous received data from the sensor is the latest stored data,

storing undiscarded sensor data in an observations database,

recording usage of the stored sensor data, wherein the recording the usage of the stored sensor data comprises logging a first stored sensor data that is used by a data user and a second stored sensor data that is unused by the data user,

determining relevance of the stored sensor data based on the recorded usage,

deciding to remove excess stored sensor data that have the determined relevance below a limit from the observations database, and to retain relevant stored sensor data that have the determined relevance above the limit in the observations database, to limit a size of the sensor data stored in the observations database, and

controlling a plurality of actuators by using the retained relevant stored sensor data, wherein the controlling the plurality of actuators comprises activating at least one actuator of the plurality of actuators based on the retained relevant stored sensor data.

19. The computer program according to claim 18, wherein the relevance of the stored sensor data is determined by calculation of uniqueness of the stored sensor data.

20. The computer program according to claim 19, wherein the uniqueness of the stored sensor data is calculated based on similarity of one of the stored sensor data with another of the stored sensor data, and wherein the calculated uniqueness of the stored sensor data indicates that dissimilar stored sensor data are relevant sensor data.

21. The computer program according to claim 18, wherein the relevance of the stored sensor data is determined by calculation of the usage of the stored sensor data.

22. The computer program according to claim 18, wherein the relevance of the stored sensor data is determined by calculation of influence of the stored sensor data.

23. The computer program according to claim 18, wherein the relevance of the stored sensor data is determined by calculation of age of the stored sensor data.

24. The computer program according to claim 18, wherein the relevance of the stored sensor data is determined based on parameters comprising a combination of at least two of:

uniqueness, usage, influence, and age of the stored sensor data.

25. The computer program according to claim 24, wherein the parameters for the determination of the relevance of the stored sensor data are a static set or are dynamically adapted.

26. The computer program according to claim 18, wherein the retained relevant sensor data is further used for reporting observations or the retained sensor data is made available to the data user.

27. The computer program according to claim 18, wherein the determination of the relevance of the stored sensor data is performed periodically or when the observations database exceeds a certain size.

28. A computer program product, comprising a non-transitory computer readable medium and the computer program according to claim 18, wherein the computer program is stored on the non-transitory computer readable medium.