Modeling of preprogrammed scenario data of a gesture-based, access control system
AssigneeCarrier Corporation
InventorsKunal Srivastava, Pedro Fernandez-Orellana, Devu Manikantan Shila, Ankit Tiwari, Adam Kuenzi, Yuri Novozhenets
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Abstract
A method of training a gesture-based access control system includes repetitiously performing an intentional gesture indicative of an intentional gesture type by a user of a mobile device. The intentional gesture is representative of an intent of the user to gain access. The application then forms a model of the selected intentional gesture type from the repetitious performances of the intentional gesture. The model is configured to be applied by the software-based application to confirm future performances of the intentional gesture.
Claims8
A method of training a gesture-based access control system comprising:
- using a software-based application of the gesture-based access control system to provide training instructions to a user;
- wherein a first set of the training instructions instruct the user to perform a motion with a mobile device;
- storing a first set of scenario data that results from the user performing the motion with the mobile device;
- wherein a second set of the training instructions instruct the user to perform the motion with the mobile phone while performing a user-chosen event intended to cause an access assembly to unlock;
- storing a second set of the scenario data that results from the user performing the motion with the mobile device while performing the user-chosen event intended to cause the access assembly to unlock;
- and
- using the first set of the scenario data and the second set of the scenario data to perform an initial training of a machine learning algorithm to perform a set of tasks;
- wherein a first one of the set of tasks comprises, based on receiving post-initial-training instances of the scenario data, and based on a first characteristic of the user-chosen event, initiating a process to cause the access assembly to unlock;
- and
- wherein a second one of the set of tasks comprises authenticating the user based on receiving the post-initial-training instances of the scenario data, and based on a second characteristic of the user-chosen event.
Dependencies are inferred from the claim text.