Apparatus and method for identifying and localizing vehicle occupant and on-demand personalization

• US 9,859,998 B2
• Filed: 08/20/2015
• Issued: 01/02/2018
• Est. Priority Date: 08/20/2015
• Status: Active Grant

• Current Assignee: Samsung Electronics Co. Ltd.
• Original Assignee: Samsung Electronics Co. Ltd.
• Inventors: Li, Zhiyun, Zheng, Pei, Liu, Jiaming, Lee, Jae Young, Guo, Daping
• Primary Examiner(s): Do, Truc M
• Application Number:
  US14/831,490
• Publication Number:
  US 20170052538A1
• Time in Patent Office: 866 Days
• Field of Search: None
• CPC Class Codes: B60N 2/002 Seats provided with an occupancy detection means mounted therein or thereon detection means responsive to presence or absence of children B60N2/266
• CPC Class Codes: B60N 2/0248 with memory of positions
• CPC Class Codes: B60R 16/037 for occupant comfort , e.g. for automatic adjustment of appliances according to personal settings, e.g. seats, mirrors, steering wheel
• CPC Class Codes: G07C 5/008 communicating information to a remotely located station transmission systems for measured values G08C
• CPC Class Codes: G07C 5/085 using electronic data carriers
• CPC Class Codes: H04B 17/318 Received signal strength
• CPC Class Codes: H04B 17/3913 Predictive models, e.g. based on neural network models
• CPC Class Codes: H04W 4/48 for in-vehicle communication

Abstract

A wireless mobile device for personalizing the control and IVI settings of a connected vehicle according to a seat position of a user of the mobile device. The wireless mobile device is configured to: i) receive a radio signal from each of a plurality of beacons in the vehicle; ii) determine a received signal strength indicator (RSSI) value for each received radio signal; iii) apply a seat prediction model M to the RSSI value for each received radio signal to predict a seat position P; and iv) transmit a predicted seat position P to a server. The seat prediction model M is generated by a machine learning process and stored in a server. A beacon array configuration, data collection and generalization procedure optimizes the coverage and accuracy of the model M. The wireless mobile device is further configured to receive an identification (ID) value of the vehicle. The wireless mobile device retrieves the seat prediction model M from the server and caches in memory in the wireless mobile device. Once the vehicle knows the in-vehicle seat position of a user, on-demand personalization will follow automatically. The personalization can be for vehicle controls, IVI head unit or backseat entertainment system, etc., according to user'"'"'s in-vehicle seat position.

Claims

1. A wireless mobile device for personalizing one or more control settings of a vehicle according to a seat position of a user of the wireless mobile device in the vehicle, wherein the wireless mobile device is configured to:

receive a radio signal from each of a plurality of beacons in the vehicle;

determine a received signal strength indicator (RSSI) value for each received radio signal;

apply a seat prediction model M to the RSSI value for each received radio signal; and

transmit a predicted seat position P of the user to a server, wherein the predicted seat position P from the wireless mobile device is configured to cause the one or more control settings of the vehicle to change.

2. The wireless mobile device as set forth in claim 1, wherein the wireless mobile device is further configured to receive from at least one beacon an identification (ID) value of the vehicle.

3. The wireless mobile device as set forth in claim 1, wherein the wireless mobile device is further configured to receive an identification (ID) value of the vehicle from the server using at least one identification (ID) value associated with at least one of the beacons.

4. The wireless mobile device as set forth in claim 1, wherein the wireless mobile device retrieves the seat prediction model M from a memory in the wireless mobile device.

5. The wireless mobile device as set forth in claim 1, wherein the wireless mobile device is further configured to request the seat prediction model M from the server.

6. The wireless mobile device as set forth in claim 5, wherein the wireless mobile device is further configured to receive the seat prediction model M from the server.

24. The wireless mobile device as set forth in claim 1, wherein the predicted seat position P from the wireless mobile device is configured to cause the one or more control settings of the vehicle to change automatically.

7. A method in a wireless mobile device for personalizing one or more control settings of a vehicle according to a seat position of a user of the wireless mobile device in the vehicle, the method comprising:

receiving a radio signal from each of a plurality of beacons in the vehicle;

determining a received signal strength indicator (RSSI) value for each received radio signal;

applying a seat prediction model M to the RSSI value for each received radio signal; and

transmitting a predicted seat position P of the user to a server, wherein the predicted seat position P from the wireless mobile device is configured to cause the one or more control settings of the vehicle to change.

8. The method as set forth in claim 7, further comprising receiving from at least one beacon an identification (ID) value of the vehicle.

9. The method as set forth in claim 7, further comprising retrieving the seat prediction model M from a memory in the wireless mobile device.

10. The method as set forth in claim 7, further comprising requesting the seat prediction model M from the server.

11. The method as set forth in claim 10, further comprising receiving the seat prediction model M from the server.

12. A server for personalizing one or more control settings of a vehicle according to a seat position of a user of a wireless mobile device in the vehicle, wherein the server is configured to:

receive from the wireless mobile device a request for a seat prediction model M corresponding to the vehicle, wherein the seat prediction model M is based on previously-measured received signal strength indicator (RSSI) values of radio signals transmitted to the wireless mobile device by each of a plurality of beacons in the vehicle;

in response to the request, transmit the seat prediction model M to the wireless mobile device; and

receive from the wireless mobile device a predicted seat position P of the user, wherein the predicted seat position P from the wireless mobile device is configured to cause the one or more control settings of the vehicle to change.

13. The server as set forth in claim 12, wherein the server transmits the predicted seat position P to the vehicle.

14. The server as set forth in claim 12, wherein the server transmits user profile information to the vehicle, the user profile information corresponding to a user of the wireless mobile device.

15. The server as set forth in claim 14, wherein the server transmits the user profile information to the vehicle in response to a request from the vehicle.

16. A method in a server for personalizing one or more control settings of a vehicle according to a seat position of a user of a wireless mobile device in the vehicle, the method comprising:

receiving from the wireless mobile device a request for a seat prediction model M corresponding to the vehicle, wherein the seat prediction model is based on previously-measured received signal strength indicator (RSSI) values of radio signals transmitted by each of a plurality of beacons in the vehicle;

in response to the request, transmitting the seat prediction model M to the wireless mobile device; and

receiving from the wireless mobile device a predicted seat position P of the user, wherein the predicted seat position P from the wireless mobile device is configured to cause the one or more control settings of the vehicle to change.

17. The method as set forth in claim 16, further comprising transmitting the predicted seat position P to the vehicle.

18. The method as set forth in claim 16, further comprising transmitting user profile information to the vehicle, the user profile information corresponding to a user of the wireless mobile device.

19. The method as set forth in claim 18, wherein transmitting the user profile information to the vehicle is in response to a request from the vehicle.

20. A system for personalizing one or more control settings of a vehicle according to a seat position of a user of a wireless mobile device in the vehicle, the system comprising:

a plurality of beacons, each beacon configured to transmit a radio signal to the wireless mobile device; and

an in-vehicle infotainment (IVI) system configured to receive from a server a predicted seat position P of the user in the vehicle from the wireless mobile device, wherein the predicted seat position P is based on previously-measured received signal strength indicator (RSSI) values of radio signals transmitted by the plurality of beacons, and the predicted seat position P from the wireless mobile device is configured to cause the one or more control settings of the vehicle to change.

21. The system as set forth in claim 20, wherein the WI system is further configured to receive from the server user profile information corresponding to the user of the wireless mobile device.

22. A method of personalizing one or more control settings of a vehicle according to a seat position of a user of a wireless mobile device in the vehicle, the method comprising:

transmitting a radio signal from each of a plurality of beacons to the wireless mobile device; and

in an in-vehicle infotainment (IVI) system, receiving from a server a predicted seat position P of the user in the vehicle from the wireless mobile device, wherein the predicted seat position P is based on previously-measured received signal strength indicator (RSSI) values of radio signals transmitted by the plurality of beacons, and the predicted seat position P from the wireless mobile device is configured to cause the one or more control settings of the vehicle to change.

23. The method as set forth in claim 22, further comprising receiving from the server user profile information corresponding to the user of the wireless mobile device.