公开(公告)号：US20170052538A1

公开(公告)日：2017-02-23

申请号：US14831490

申请日：2015-08-20

Applicant: Samsung Electronics Co., Ltd.

Inventor： Zhiyun LI ,  Pei ZHENG ,  Jiaming LIU ,  Jae Young LEE ,  Daping GUO

IPC: G05D1/00 ,  H04B17/318 ,  B60N2/00 ,  H04W4/04 ,  G07C5/00 ,  G07C5/08

CPC classification number: H04B17/318 ,  B60N2/002 ,  B60N2/0248 ,  B60R16/037 ,  G07C5/008 ,  G07C5/085 ,  H04B17/3913 ,  H04W4/046

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 RS SI 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.

Abstract translation: 一种用于根据移动设备的用户的座位位置个性化连接的车辆的控制和IVI设置的无线移动设备。 无线移动设备被配置为：i）从车辆中的多个信标中的每一个接收无线电信号; ii）确定每个接收到的无线电信号的接收信号强度指示符（RSSI）值; iii）将座椅预测模型M应用于每个接收的无线电信号的RS SI值以预测座位位置P; 以及iv）将预测的座位位置P发送到服务器。 座位预测模型M由机器学习处理生成并存储在服务器中。 信标阵列配置，数据收集和泛化过程优化了模型M的覆盖范围和精度。无线移动设备还被配置为接收车辆的识别（ID）值。 无线移动设备从服务器检索座位预测模型M，并且在无线移动设备中的存储器中高速缓存。 一旦车辆知道用户的车内座椅位置，按需个性化将自动跟随。 个性化可以根据用户的车内座椅位置进行车辆控制，IVI头单元或后座娱乐系统等。