Learning device interaction rules

• US 9,541,909 B2
• Filed: 11/16/2015
• Issued: 01/10/2017
• Est. Priority Date: 06/18/2002
• Status: Expired due to Term

• Current Assignee: Apple Inc.
• Original Assignee: Apple Inc.
• Inventors: Olsson, Stefan, Kreiner, Barrett M., Jarboe, Andre, Kleinfelter, Kevin, Slemmer, John B.
• Primary Examiner(s): Holmes, Michael B
• Application Number:
  US14/941,703
• Publication Number:
  US 20160117607A1
• Time in Patent Office: 421 Days
• US Class Current: 1/1
• CPC Class Codes: G05B 13/028 using expert systems only
• CPC Class Codes: G05B 15/02 electric
• CPC Class Codes: G05B 2219/23443 Upon detected function changes of remote device, activate proper local program
• CPC Class Codes: G05B 2219/2642 Domotique, domestic, home control, automation, smart house
• CPC Class Codes: G06F 16/245 Query processing
• CPC Class Codes: G06N 20/00 Machine learning
• CPC Class Codes: G06N 5/046 Forward inferencing; Production systems
• CPC Class Codes: G08C 2201/33 Remote control using macros, scripts
• CPC Class Codes: H04L 12/2816 Controlling appliance services of a home automation network by calling their functionalities arrangements in telecontrol or telemetry systems for selectively calling a substation from a main station; in which substation desired apparatus is selected for applying a control signal thereto or for obtaining measured values therefrom H04Q9/00
• CPC Class Codes: H04L 41/16 using machine learning or artificial intelligence

Abstract

Devices and methods are disclosed for establishing interaction among electronic devices of an environment. The device has a transmitter, receiver, memory for storing interaction rules, and a processor for learning the interaction rules in association with the transmitter, receiver, and other devices of the environment. The device also includes components for performing the device specific functions and a state sensor for determining the logical or physical state of the device. Methods involve observing at one or more devices change of state activity among the plurality of devices through receiving a change of state message that is transmitted to the one or more devices. A set of rules are learned at the one or more devices based upon observing the change of state activity. The learned set of rules are then applied at the one or more devices to automatically control changes of state of devices within the plurality of devices.

Claims

1. A method, comprising:

receiving, by a device, an electronic message sent from a different device in a plurality of networked devices, the electronic message identifying a change of state implemented by the different device when playing media content;

querying, by the device, an electronic database for the change of state, the electronic database having electronic associations between rules and possible changes of state to identify and retrieve a rule of the rules that is electronically associated with the change of state identified in the electronic message;

determining, by the device, a learning mode of operation associated with the plurality of networked devices;

determining, by the device based on the rule, a broadcast requirement during the learning mode of operation; and

broadcasting, by the device, the change of state to network addresses associated with the plurality of networked devices, the change of state identifying the different device implementing the change of state to play the media content.

2. The method of claim 1, further comprising retrieving the network addresses associated with the plurality of networked devices.

3. The method of claim 1, further comprising associating the rule to the change of state.

4. The method of claim 1, further comprising classifying the plurality of networked devices.

5. The method of claim 1, further comprising classifying any device associated with the plurality of networked devices.

6. The method of claim 1, further comprising transmitting the change of state.

7. The method of claim 1, further comprising sending an electronic request for the change of state.

8. A system, comprising:

a processor; and

a memory device, the memory device storing code, the code when executed causing the processor to perform operations, the operations comprising;

receiving an electronic message sent from a device associated with a plurality of networked devices, the electronic message identifying a change of state implemented by the device to play media content;

querying an electronic database for the change of state, the electronic database having electronic associations between rules and possible changes of state to identify a rule of the rules that is electronically associated with the change of state identified in the electronic message;

determining a learning mode of operation associated with the plurality of networked devices;

determining, based on the rule, a broadcast requirement associated with the learning mode of operation; and

broadcasting the change of state to network addresses associated with the plurality of networked devices, the change of state identifying the device implementing the change of state to play the media content.

9. The system of claim 8, wherein the operations further comprise retrieving the network addresses associated with the plurality of networked devices.

10. The system of claim 8, wherein the operations further comprise associating the rule to the change of state.

11. The system of claim 8, wherein the operations further comprise classifying the plurality of networked devices.

12. The system of claim 8, wherein the operations further comprise classifying any device associated with the plurality of networked devices.

13. The system of claim 8, wherein the operations further comprise transmitting the change of state.

14. The system of claim 8, wherein the operations further comprise sending an electronic request for the change of state.

15. A memory device storing instructions that when executed causes a processor to perform operations, the operations comprising:

receiving an electronic message from a device in a plurality of networked devices, the electronic message identifying a change of state implemented by the device to play media content;

querying an electronic database for the change of state, the electronic database having electronic associations between rules and possible changes of state to identify a rule of the rules that is electronically associated with the change of state identified in the electronic message;

determining a learning mode of operation associated with the plurality of networked devices;

determining, based on the rule, a broadcast requirement during the learning mode of operation; and

broadcasting the change of state to network addresses associated with the plurality of networked devices, the change of state identifying the device implementing the change of state to play the media content.

16. The memory device of claim 15, wherein the operations further comprise retrieving the network addresses associated with the plurality of networked devices.

17. The memory device of claim 15, wherein the operations further comprise associating the rule to the change of state.

18. The memory device of claim 15, wherein the operations further comprise classifying the plurality of networked devices.

19. The memory device of claim 15, wherein the operations further comprise classifying any device associated with the plurality of networked devices.

20. The memory device of claim 15, wherein the operations further comprise transmitting the change of state.