Learning device interaction rules

• US 9,329,583 B2
• Filed: 01/17/2011
• Issued: 05/03/2016
• Est. Priority Date: 06/18/2002
• Status: Active Grant

• Current Assignee: Apple Inc.
• Original Assignee: AT&T Intellectual Property I LP (AT&T, Inc.)
• Inventors: Slemmer, John B., Olsson, Stefan, Kreiner, Barrett, Jarboe, Andre, Kleinfelter, Kevin
• Primary Examiner(s): Nwugo, Ojiako
• Application Number:
  US13/007,898
• Publication Number:
  US 20110121938A1
• Time in Patent Office: 1,933 Days
• Field of Search: 340/3.1, 709/223
• 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 for disseminating a change of state, the method comprising:

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

querying, by the aggregator device, a plurality of interaction rules for the change of state, the plurality of interaction rules having electronic associations between different ones of the plurality of interaction rules and different possible changes of state including the change of state;

retrieving, by the aggregator device, a rule of the plurality of interaction rules having an electronic association with the change of state identified in the electronic message;

determining, by the aggregator device, a learning mode in the plurality of networked devices;

interpreting, by the aggregator device, the rule of the plurality of interaction rules to trigger a broadcast during the learning mode of the change of state to other devices in the plurality of networked devices; and

broadcasting, by the aggregator device, a state change communication to addresses associated with the plurality of networked devices, the change state communication identifying the first device implementing the change of state to play the media content.

2. The method of claim 1, further comprising determining an intent to broadcast the change of state to the plurality of networked devices.

3. The method of claim 1, further comprising including in the electronic message an identification of the first device implementing the change of state to the play the media content.

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

5. The method of claim 4, further comprising:

determining a faulty interaction rule; and

filtering the faulty interaction rule.

6. The method of claim 5, further comprising determining an impermissible association between devices in the plurality of networked devices.

7. The method of claim 5, further comprising separating the plurality of devices into a plurality of classes.

8. The method of claim 1, further comprising translating between a plurality of communication transports using a plurality of transceivers.

9. The method of claim 1, further comprising establishing the state change across the plurality of networked devices in response to the electronic message from the first device.

10. The method of claim 9, further comprising using conditional logic to establish the state change.

11. The method of claim 9, further comprising activating a plurality of state changes in series.

12. The method of claim 9, further comprising activating a plurality of state changes in parallel.

13. The method of claim 1, further comprising sending a request from the aggregator device to the first device requesting a current state of the first device.

14. The method of claim 1, further comprising providing a user interface to input the plurality of interaction rules at the aggregator device.

15. The method of claim 14, further comprising storing the plurality of interaction rules in a memory operatively coupled to the aggregator device.

16. A device aggregating a plurality of state change communications between a corresponding plurality of interactive devices in an environment, the device comprising:

a bus;

a processor coupled to the bus;

a memory coupled to the bus;

a first transceiver coupled to the bus and in communication with the processor;

a second transceiver coupled to the bus and in communication with the processor; and

logic stored on the memory, the logic including instructions for;

receiving a message from a first interactive device of the plurality of interactive devices in the environment, the message identifying a change of state implemented by the first interactive device to play media content;

querying a plurality of interaction rules for the change of state, the plurality of interaction rules having electronic associations between different ones of the plurality of interaction rules and different possible changes of state including the change of state;

retrieving a rule of the plurality of interaction rules having an electronic association with the change of state identified in the message received from the first interactive device;

determining a learning mode for the plurality of networked devices;

interpreting the rule during the learning mode to require a broadcast of the change of state to the plurality of interactive devices; and

broadcasting the change of state to addresses associated with the plurality of interactive devices, the change state communication identifying the first interactive device implementing the change of state to play the media content.