Learning device interaction rules

• US 7,895,136 B2
• Filed: 03/31/2009
• Issued: 02/22/2011
• Est. Priority Date: 06/18/2002
• Status: Expired due to Fees

• Current Assignee: Apple Inc.
• Original Assignee: AT&T Intellectual Property I LP (AT&T, Inc.)
• Inventors: Kreiner, Barrett, Slemmer, John B., Jarboe, Andre, Stefan, Olsson, Kleinfelter, Kevin
• Primary Examiner(s): HOLMES, MICHAEL B
• Application Number:
  US12/415,828
• Publication Number:
  US 20090187519A1
• Time in Patent Office: 693 Days
• Field of Search: 706/12
• US Class Current: 706/12
• 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 device for establishing rules for device interaction in an environment having a plurality of devices where each device performs one or more unique functions within the environment with the one or more functions of each device being associated with various states, the device comprising:

a transmitter;

a receiver;

a memory;

components that acquire the various states upon performing the one or more unique functions of the device;

a state sensor that is operably coupled to one or more of the components to recognize a current state of the device; and

a processor in communication with the transmitter, receiver, memory, and state sensor,

the processor being configured to

observe change of state activity among the plurality of devices through receiving a change of state signal from the state sensor,

learn a set of rules based upon observing the change of state activity,

store the set of rules in the memory, and

apply the stored set of rules to automatically control changes of state of devices within the plurality of devices.

2. The device of claim 1, wherein the processor applies the stored set of rules by interacting with the components to control changes of state of the device.

3. The device of claim 1, wherein the processor applies the stored set of rules by transmitting signals to the plurality of devices other than the device to control the changes of state of the plurality of devices.

4. The device of claim 1, wherein the components perform the function of a TV.

5. The device of claim 4, wherein the learned rules include a rule to tune to channel 3 when a change of state message is received from a VCR indicating that the VCR is beginning to play a tape.

6. The device of claim 4, wherein the learned rules include a rule to send a change of state message to a stereo to mute the stereo when the TV has a change of state to power on.

7. A system for establishing rules for device interaction in an environment having a plurality of devices where each device performs one or more unique functions within the environment with the one or more functions of each device being associated with various states, the system comprising:

a first device having a first transmitter, a first receiver, a first memory, first components that acquire the various states upon performing the one or more unique functions of the first device, a first state sensor operably coupled to one or more of the first components to recognize a current state of the first device, and a first processor in communication with the first transmitter, first receiver, first memory, and first state sensor;

a second device having a second transmitter, a second receiver, a second memory, second components that acquire the various states upon performing the one or more unique functions of the second device, a second state sensor operably coupled to one or more of the components to recognize a current state of the second device, and a second processor in communication with the second transmitter, second receiver, second memory, and second state sensor;

wherein the first processor of the first device is configured to

observe change of state activity of the first device through receiving a change of state signal from the first state sensor,

learn a set of rules based upon observing the change of state activity,

store the set of rules in the first memory, and

apply the stored set of rules to automatically control changes of state of devices within the plurality of devices.

8. The system of claim 7, wherein the first processor applies the stored set of rules by interacting with the first components to control changes of state of the first device.

9. The system of claim 7, wherein the first processor applies the stored set of rules by transmitting signals to the second device to control the changes of state of the second device.

10. The system of claim 7, wherein the first components perform the function of a TV.

11. The system of claim 10, wherein the second components perform the function of a VCR.

12. The system of claim 11, wherein the learned rules of the first device include a rule to tune to channel 3 when a change of state message is received from the second device indicating that the second components are beginning to play a tape.

13. The system of claim 10, wherein the second components perform the function of a stereo.

14. The system of claim 13, wherein the learned rules of the first device include a rule to send a change of state message to the second device to mute the second components when the first components have a change of state to power on.

15. A device for learning interaction rules, the device comprising:

a processor;

a memory in communication with the processor;

a transmitter in communication with the processor;

a receiver in communication with the processor;

a sensor in communication with the processor;

a component for acquiring a state upon performing a function;

an interaction rule stored on the memory; and

an operational flow of computer-executable instructions on the memory for

detecting a change of state through the sensor;

referencing the rules of device interaction;

communicating the change of state to a subscriber device according to the interaction rule.

16. The device of claim 15, wherein the operational flow further comprises

determining that a broadcast is appropriate;

and

broadcasting a message including identification and the state change.

17. The device of claim 15, wherein the operational flow further comprises

receiving a message including a state change of a second device;

creating a rule associating the state change of the first device with the state change of the second device; and

applying the rule in response to receiving the message.

18. The device of claim 17, wherein applying the rule comprises

sending a message to the second device to direct the second device to perform the state change at the second device.

19. The device of claim 15, wherein the operational flow further comprises

sending a request to a second device for a stored rule;

receiving a stored rule;

storing the stored rule in the memory; and

applying the stored rule to control a state change.

20. The device of claim 15, wherein the operational flow further comprises

obtaining content information of a medium;

transmitting content information to a second device having content rules;

receiving instruction from the second device associated with the content information; and

creating a rule associating the instruction with the content information.