IP Library › Granted Patent US 9,258,674
Granted Patent B2
US 9,258,674 · App. 14/328,641 · Granted Feb 9, 2016

Tracking device and tracking device control method

Inventor: Chun-Nan Chen (Taipei, TW)
Assignee: AthenTek Inc.
H04W4/02H04W64/00H04W64/003H04W64/006
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Quick Facts
Patent No.
US 9,258,674
App. No.
14/328,641
Granted
Feb 9, 2016
Kind
B2
Abstract

A tracking device and a tracking device control method with intelligent safe-zone demarcation are provided. The tracking device includes a positioning module, a long-range transceiver and a microcontroller. The microcontroller is configured to operate the long-range transceiver to regularly transmit position information of the tracking device to a server during a data-collection period for behavior analysis of a tracked object equipped with the tracking device and for safe-zone demarcation of the tracking device. The safe-zone demarcation is adaptive to habitual behaviors of the tracked object, and the habitual behaviors are obtained from the behavior analysis.

Claims (74)

1. A tracking device, comprising:

a positioning module for satellite navigation;

a long-range transceiver for digital cellular communication; and

a microcontroller, controlling the positioning module and the long-range transceiver,

wherein:

the microcontroller is further configured to operate the long-range transceiver to regularly transmit position information of the tracking device to a server during a data-collection period for behavior analysis of a tracked object equipped with the tracking device and for safe-zone demarcation of the tracking device, the safe-zone demarcation is adaptive to habitual behaviors of the tracked object, and the habitual behaviors are obtained from the behavior analysis;

the position information indicates appearance positions of the tracking device that show positions at which the tracking device appears;

the data-collection period lasts N days, N is a number and each day of the N days is divided into time slots;

a correlation analysis is performed on the appearance positions of the tracking device in the same time slot between the N days, to estimate confidence levels of the appearance positions for each time slot of a day; and

each time slot of a day corresponds to a position-confidence threshold for the safe-zone demarcation.

2. The tracking device as claimed in claim 1 , wherein:

at time T after the N days, the position-confidence threshold for the time slot that the time T corresponds to in a day is compared with the confidence levels of the appearance positions estimated for the time slot corresponding to the time T; and

a safe zone is demarcated around the appearance position having a confidence level greater than the position-confidence threshold in the time slot corresponding to the time T.

3. The tracking device as claimed in claim 2 , wherein:

the position information further shows routes taken by the tracked object from a departure position to a destination position in the N days.

4. The tracking device as claimed in claim 3 , wherein:

a correlation analysis is performed on the routes, to estimate confidence levels of the routes; and

a commute from the departure position to the destination position corresponds to a route-confidence threshold.

5. The tracking device as claimed in claim 4 , wherein:

when the tracked object is expected to travel from the departure position to the destination position after the N days, the route-confidence threshold is compared with the confidence levels of the routes; and

a safe zone is demarcated along the route having a confidence level greater than the route-confidence threshold.

6. The tracking device as claimed in claim 1 , further comprising:

a short-range transceiver for radio-signal communication within a shorter range in comparison with the digital cellular communication,

wherein the short-range transceiver and the positioning module are provided for detection of the position information.

7. A tracking device comprising:

a positioning module for satellite navigation;

a long-range transceiver for digital cellular communication; and

a microcontroller, controlling the positioning module and the long-range transceiver,

wherein:

the microcontroller is further configured to operate the long-range transceiver to regularly transmit position information of the tracking device to a server during a data-collection period for behavior analysis of a tracked object equipped with the tracking device and for safe-zone demarcation of the tracking device, the safe-zone demarcation is adaptive to habitual behaviors of the tracked object, and the habitual behaviors are obtained from the behavior analysis;

the position information regularly transmitted to the server during the data-collection period shows routes taken by the tracked object from a departure position to a destination position;

a correlation analysis is performed on the routes to estimate confidence levels of the routes; and

a commute from the departure position to the destination position corresponds to a route-confidence threshold for the safe-zone demarcation.

8. The tracking device as claimed in claim 7 , wherein:

when the tracked object is expected to travel from the departure position to the destination position after the data-collection period, the route-confidence threshold is compared with the confidence levels of the routes; and

a safe zone is demarcated along the route having a confidence level greater than the route-confidence threshold.

9. The tracking device as claimed in claim 7 , further comprising:

a short-range transceiver for radio-signal communication within a shorter range in comparison with the digital cellular communication,

wherein the short-range transceiver and the positioning module are provided for detection of the position information.

10. A tracking device control method, comprising:

providing a server for a tracking device comprising a positioning module for satellite navigation, wherein the tracking device further comprises a long-range transceiver for digital cellular communication; and

operating the long-range transceiver to regularly transmit position information of the tracking device to the server during a data-collection period for behavior analysis of a tracked object equipped with the tracking device and for safe-zone demarcation of the tracking device, wherein the safe-zone demarcation is adaptive to habitual behaviors of the tracked object and the habitual behaviors are obtained from the behavior analysis,

wherein:

the position information indicates appearance positions of the tracking device that show positions at which the tracking device appears;

the data-collection period lasts N days, N is a number and each day of the N days is divided into time slots;

a correlation analysis is performed on the appearance positions of the tracking device in the same time slot between the N days, to estimate confidence levels of the appearance positions for each time slot of a day; and

each time slot of a day corresponds to a position-confidence threshold for the safe-zone demarcation.

11. The tracking device control method as claimed in claim 10 , wherein:

at time T after the N days, the position-confidence threshold for the time slot that the time T corresponds to in a day is compared with the confidence levels of the appearance positions estimated for the time slot corresponding to the time T; and

a safe zone is demarcated around the appearance position having a confidence level greater than the position-confidence threshold in the time slot corresponding to the time T.

12. The tracking device control method as claimed in claim 11 , wherein:

the position information further shows routes taken by the tracked object from a departure position to a destination position in the N days.

13. The tracking device control method as claimed in claim 12 , wherein:

a correlation analysis is performed on the routes, to estimate confidence levels of the routes; and

a commute from the departure position to the destination position corresponds to a route-confidence threshold.

14. The tracking device control method as claimed in claim 13 , wherein:

when the tracked object is expected to travel from the departure position to the destination position after the N days, the route-confidence threshold is compared with the confidence levels of the routes; and

a safe zone is demarcated along the route having a confidence level greater than the route-confidence threshold.

15. The tracking device control method as claimed in claim 10 , wherein:

a short-range transceiver is further provided within the tracking device for radio-signal communication within a shorter range in comparison with the digital cellular communication; and

the short-range transceiver and the positioning module are provided for detection of the position information.

16. A tracking device control method comprising:

providing a server for a tracking device comprising a positioning module for satellite navigation, wherein the tracking device further comprises a long-range transceiver for digital cellular communication; and

operating the long-range transceiver to regularly transmit position information of the tracking device to the server during a data-collection period for behavior analysis of a tracked object equipped with the tracking device and for safe-zone demarcation of the tracking device, wherein the safe-zone demarcation is adaptive to habitual behaviors of the tracked object and the habitual behaviors are obtained from the behavior analysis,

wherein:

the position information regularly transmitted to the server during the data-collection period shows routes taken by the tracked object from a departure position to a destination position;

a correlation analysis is performed on the routes to estimate confidence levels of the routes; and

a commute from the departure position to the destination position corresponds to a route-confidence threshold for the safe-zone demarcation.

17. The tracking device control method as claimed in claim 16 , wherein:

when the tracked object is expected to travel from the departure position to the destination position after the data-collection period, the route-confidence threshold is compared with the confidence levels of the routes; and

a safe zone is set along the route having a confidence level greater than the route-confidence threshold.

18. The tracking device control method as claimed in claim 16 , wherein:

a short-range transceiver is further provided within the tracking device for radio-signal communication within a shorter range in comparison with the digital cellular communication; and

the short-range transceiver and the positioning module are provided for detection of the position information.

Assignments (2)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Oct 3, 2017
From: ATHENTEK INCORPORATED
To: HOME INTELLIGENCE CO., LTD.
Reel/Frame 043763/0920 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 30, 2014
From: CHEN, CHUN-NAN
To: ATHENTEK INC.
Reel/Frame 033425/0865 →
Continuity (2)
Provisional Application 61979472 · Apr 14, 2014
Related Publication 20150296333A1 · Oct 15, 2015