U.S. patent application number 14/178859 was filed with the patent office on 2014-08-07 for system and method for user monitoring and intent determination.
This patent application is currently assigned to UNIVERSAL ELECTRONICS INC.. The applicant listed for this patent is UNIVERSAL ELECTRONICS INC.. Invention is credited to Paul D. Arling, Arsham Hatambeiki.
Application Number | 20140223463 14/178859 |
Document ID | / |
Family ID | 51260466 |
Filed Date | 2014-08-07 |
United States Patent
Application |
20140223463 |
Kind Code |
A1 |
Hatambeiki; Arsham ; et
al. |
August 7, 2014 |
SYSTEM AND METHOD FOR USER MONITORING AND INTENT DETERMINATION
Abstract
Sensing interfaces associated with a home entertainment system
are used to automate a system response to events which occur in a
viewing area associated with the home entertainment system. Data
derived from such sensing interfaces may also be used to enhance
the response readiness of one or more system components. Still
further, user presence data derived from such sensing interfaces
may be used to capture and report user viewing habits and/or
preferences.
Inventors: |
Hatambeiki; Arsham; (Irvine,
CA) ; Arling; Paul D.; (Irvine, CA) |
|
Applicant: |
Name |
City |
State |
Country |
Type |
UNIVERSAL ELECTRONICS INC. |
Santa Ana |
CA |
US |
|
|
Assignee: |
UNIVERSAL ELECTRONICS INC.
Santa Ana
CA
|
Family ID: |
51260466 |
Appl. No.: |
14/178859 |
Filed: |
February 12, 2014 |
Related U.S. Patent Documents
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Application
Number |
Filing Date |
Patent Number |
|
|
13758307 |
Feb 4, 2013 |
|
|
|
14178859 |
|
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Current U.S.
Class: |
725/12 |
Current CPC
Class: |
H04N 21/4852 20130101;
H04N 21/42203 20130101; H04N 21/4667 20130101; H04N 21/485
20130101; H04N 21/4333 20130101; G06Q 30/0201 20130101; H04N
21/44204 20130101; H04N 21/441 20130101; H04N 21/44218 20130101;
H04N 21/44222 20130101 |
Class at
Publication: |
725/12 |
International
Class: |
H04N 21/442 20060101
H04N021/442 |
Claims
1. A method for collecting information indicative of usage of at
least one component device in a home entertainment system comprised
of a plurality of component devices, comprising: receiving event
data via at least one of an image sensing interface, a sound
sensing interface, and a networked device sensing interface;
determining from the received event data at least one of a number
of and identity of viewers in a viewing area associated with the
home entertainment system; and causing an event record to be
created in which is stored data indicative of a time at which the
event record is created, a state of at least one of the plurality
of component devices in the home entertainment system at the time,
and at least one of the number of and identity of viewers
determined to be in the viewing area associated with the home
entertainment system at the time.
2. The method as recited in claim 1, comprising causing the event
record to be created in response to a command being issued to
change the state of the at least one of the plurality of component
devices in the home entertainment system.
3. The method as recited in claim 1, comprising causing the event
record to be created in response to a request issued from a system
server in communication with the home entertainment system.
4. The method as recited in claim 1, comprising causing the event
record to be created in response to a change in at least one of the
number of and identity of viewers determined to be in the viewing
area associated with the home entertainment system.
5. The method as recited in claim 1, comprising causing the event
record to be created at predetermined time intervals.
6. The method as recited in claim 1, wherein the data indicative of
the state of the at least one of the plurality of component devices
in the home entertainment system comprises data indicative of a
media content being delivered by the at least one of the plurality
of component devices.
7. The method as recited in claim 6, wherein the data indicative of
the media content being delivered by the at least one of the
plurality of component devices comprises a sampling of the media
content.
8. The method as recited in claim 1, comprising causing a command
action to be executed whereupon at least one of the plurality of
component devices is caused to perform an operational function when
at least one of a number of and identity of viewers determined to
be in a viewing area associated with the home entertainment system
has changed.
9. A home entertainment system, comprising; a home entertainment
device; and at least one of an image sensing device and a sound
sensing device; wherein the at least one of the image sensing
device and the sound sensing device are adapted to generate event
data, the home entertainment device comprises a processor and a
memory, and the memory includes instructions which, when executed
by the processor, causes the home entertainment device to determine
from event data received from the at least one of the image sensing
device and the sound sensing device at least one of a number of and
identity of viewers in a viewing area associated with the home
entertainment device and to create an event record in which is
stored data indicative of a time at which the event record is
created, a state of the home entertainment device at the time at
which the event record is created, and at least one of the number
of and identity of viewers determined to be in the viewing area
associated with the home entertainment device at the time the event
record is created.
10. The system as recited in claim 9, wherein the instructions
cause the event record to be created in response to a command being
issued to change the state of the home entertainment device.
11. The system as recited in claim 9, wherein the instructions
cause the event record to be created in response to a request
issued from a system server in communication with the home
entertainment device.
12. The system as recited in claim 9, wherein the instructions
cause the event record to be created in response to a change in at
least one of the number of and identity of viewers determined to be
in the viewing area associated with the home entertainment
device.
13. The system as recited in claim 9, wherein the instruction cause
the event record to be created at predetermined time intervals.
14. The system as recited in claim 9, wherein the data indicative
of the state of the home entertainment device comprises data
indicative of a media content being delivered to the home
entertainment device.
15. The system as recited in claim 9, wherein the instructions
cause a command action to be executed whereupon the home
entertainment device is caused to perform an operational function
when at least one of a number of and identity of viewers determined
to be in a viewing area associated with the home entertainment
system has changed.
Description
RELATED APPLICATION INFORMATION
[0001] This application is a divisional of U.S. application Ser.
No. 13/758,307, filed on Feb. 4, 2013, the disclosure of which is
incorporated herein by reference in its entirety.
BACKGROUND
[0002] Home entertainment systems comprised of plural appliances
and/or the controlling devices used to issue commands to such
appliances may be provisioned with devices for detecting user
presence and/or user interaction via methods such as gesture,
spoken voice, facial recognition, spatial analysis, etc., as known
in the art. Furthermore, growing use of personal communication
devices such as smart phones, tablet computers, etc., may provide
additional means for identification of user presence via detection
of such personal communication devices on a local wireless network
such as a WiFi network, a Bluetooth network, etc. While multiple
media sources and multiple media rendering devices may be coupled
in many of these home entertainment systems through a central
routing appliance such as an AV receiver, set top box, smart TV,
etc., no systems or methods currently exist for using user presence
and/or user interaction detection alone or in conjunction with a
central routing appliance to provide enhanced home entertainment
system functionalities.
SUMMARY OF THE INVENTION
[0003] This invention relates generally to home entertainment
systems and control methods therefor and, in particular, to
enhanced functionalities for such home entertainment systems which
are enabled by the availability of additional user-related input
methods for such systems. For example, in one aspect of the
invention sensing interfaces such as an image sensing interface
(e.g., an interface associated with a camera), a sound sensing
interface (e.g., an interface associated with microphone), and/or
an interface for sensing the presence of an RF device such as a
smart phone may be used to fully or partially automate a system
response to common events which may occur during a TV viewing
session, such as a user or users leaving or entering the viewing
area, a user answering a telephone call, the detection of a
doorbell ringing or a baby monitor alarm, etc. In another aspect of
the invention, data derived from such sensing interfaces may be
utilized to enhance the responsiveness of one or more system
components, for example by sensing when a user is reaching for a
physical remote control unit or preparing a component to issue a
voice or gesture command. In a yet further aspect of the invention,
user presence data derived from such sensing interfaces may be used
by a central routing appliance in conjunction with media stream
information in order to capture and report user viewing habits
and/or preferences.
[0004] A better understanding of the objects, advantages, features,
properties and relationships of the invention will be obtained from
the following detailed description and accompanying drawings which
set forth illustrative embodiments and which are indicative of the
various ways in which the principles of the invention may be
employed.
BRIEF DESCRIPTION OF THE DRAWINGS
[0005] For a better understanding of the various aspects of the
invention, reference may be had to preferred embodiments shown in
the attached drawings in which:
[0006] FIG. 1 illustrates an exemplary system in which the
teachings of the subject invention may be utilized;
[0007] FIG. 2 illustrates a further exemplary system in which the
teachings of the subject invention may be utilized; FIG. 3
illustrates, in block diagram form, an exemplary hardware
architecture for an appliance which may be a component part of the
systems illustrated in FIGS. 1 and 2;
[0008] FIG. 4 illustrates, in block diagram form, an exemplary
software architecture for the illustrative appliance of FIG. 3;
and
[0009] FIG. 5 illustrates, in flowchart form, the operation of an
exemplary event processing module of the software architecture
illustrated in FIG. 4.
DETAILED DESCRIPTION
[0010] With reference to FIG. 1, an exemplary home entertainment
system in which the methods of the subject invention may be applied
may comprise an AV receiver 100 which serves as a hub for directing
a selected video and/or audio media stream from a source appliance
such as, for example, a satellite or cable system set top box
and/or DVR device ("STB") 104, a DVD player 106, a CD player 108,
or a game console 110 to a destination appliance, such as a TV set
102, where the selected video and/or audio media stream is to be
rendered. In one preferred embodiment, the connections 130, 132
between appliances 102 through 110 and AV receiver 100 may
generally comprise connections for carrying HDMI-compliant digital
signals, although it will be appreciated that other interface
standards such as component video, PCM audio, etc., may be
substituted where necessitated by the limitations of a particular
appliance. In some embodiments, additional AV content streams may
also be available from a streaming service 118 such as for example
Netflix, Vudu, YouTube, NBC online, etc., via a wide area network
such as the Internet 116, to which end AV receiver 100 may be
provisioned with a connection 112 to an Internet gateway device
such as for example router 114. As will be appreciated, the
connection between AV receiver 100 and Internet gateway device 114
may be wired as illustrated, or may be wireless, e.g., a WiFi local
area network, as appropriate. To support audio and/or video phone
calling, conferencing, etc. and in accordance with certain
teachings of the subject invention, an exemplary home entertainment
system may also be provisioned with one or more sensing interfaces,
such as interfaces associated with microphone 120 and camera 122,
suitable for the capture of audible and/or visible events within
the home entertainment system environment. Users 124, 126 of the
illustrative entertainment system may select the media stream
currently being viewed by means of any convenient method such
through use of a remote control as known in the art, a voice
command, a gesture, etc. In some embodiments, data regarding these
selections including without limitation media source, channel,
track, title, etc., together with viewing duration, user presence,
etc. may be accumulated and reported to a database server 128 for
the aggregation and analysis of user viewing habits and preferences
as discussed in greater detail below.
[0011] Turning now to FIG. 2, in a second illustrative embodiment,
a "smart" TV device 200 may incorporate both content rendering and
source stream selection functionality. In this configuration, local
appliances 104 through 110 may be connected directly to multiple
input ports of TV 200 via, for example, HDMI connections 130. As is
characteristic of the smart TV genre, TV 200 may also support a
connection 112 to a wide area network such as the Internet 116 over
which streaming AV content and other data may be received. The
means for user command input to TV 200 and appliances 104 through
110 may take the form of a controlling device 204, for example a
conventional remote control or a smart phone app in communication
with the appliances via any convenient infrared (IR), radio
frequency (RF), hardwired, point-to-point, or networked protocol,
as necessary to cause the respective target appliances to perform
the desired operational functions. Additionally, in certain
embodiments user input may also comprise spoken and/or gestured
commands in place of or supplemental to controlling device signals,
which sounds and gestures may be received by microphone 120 and
camera 122, processed and decoded by one of the appliances, for
example TV 200, and where necessary relayed to other target
appliances via, for example, HDMI CEC commands, IR or RF signals,
etc., as described for example in co-pending U.S. patent
application Ser. No. 13/657,176 "System and Method for Optimized
Appliance Control," of common ownership and incorporated by
reference herein in its entirety.
[0012] For brevity, the discussions which follow will generally be
with reference to the exemplary equipment configuration of FIG. 2,
it being understood however that in other embodiments, for example
such that illustrated in FIG. 1, the steps of the methods presented
herein may be performed, mutatis mutandis, by various appliances or
combinations of appliances as appropriate for a particular
equipment configuration.
[0013] As illustrated in FIG. 3, an exemplary central routing
appliance, such as smart TV appliance 200, may include, as needed
for a particular application, rendering capabilities, e.g., TV
engine and media processor 300 (it being appreciated that this may
comprise one or more than one physical processor depending on the
particular embodiment); memory 302 which may comprise any type of
readable or read/write media such as RAM, ROM, FLASH, EEPROM, hard
disk, optical disk, etc., or a combination thereof; a USB interface
304; digital AV input ports and interface 306, for example DVI or
HDMI; analog AV input ports and interface 308, for example
composite or component video with associated analog audio; an
Ethernet and/or WiFi interface 310; a Bluetooth interface 328; a
digital camera interface 312 with associated camera 122 which may
be externally connected or built into the cabinet of TV 200; a
microphone interface 314 with associated microphone 120 which may
be externally connected or built into the cabinet of TV 200; a
remote control interface 316 for receiving user-initiated
operational commands via IR or RF signals 326; a display output 318
connected to TV screen 322; and an audio output 320 connected to
internal or external loudspeakers 324.
[0014] To cause the smart TV appliance 200 to perform an action,
appropriate programming instructions may be stored within the
memory 302 (hereafter the "TV programming") for execution by TV
engine and media processor(s) 300. An exemplary architecture for
such TV programming is presented in FIG. 4. As illustrated, the
exemplary TV programming may include, as required for a particular
application, an underlying operating system 402, such as for
example LINUX, which may support a set of software modules
implementing the various functionalities of the smart TV device.
Such software modules may include a hardware abstraction layer 404
to provide a device independent interface between the various
application software modules and the hardware dependent software
modules such as video output driver 406, audio output driver 408,
HDMI interface 410, analog input/output ADC/DAC 412, Ethernet
and/or WiFi interface 414, Bluetooth interface 416; USB interface
418, remote control interface 420, and camera and microphone
drivers 422 and 423. Exemplary application modules which reside
above abstraction layer 404 may include as required for a
particular embodiment transport and session layer protocol and
interface management 428; AV output management 424; input/output
processing and routing 440; a miscellaneous services module 426 to
support closed captioning, display configuration, OSD, etc.; remote
control command decoder 430; and device resource management 442.
Additionally, in keeping with the teachings of this invention, the
exemplary TV programming may include audio and visual event
detector modules 432, 434, for example voice and/or image
recognition engines or the like; user event processing 436; and a
user statistics gathering and reporting module 438.
[0015] Under the control of such TV programming, smart TV appliance
200 may for example receive an incoming AV media stream from one of
the input ports 306,308 to be processed, buffered, separated into
audio and video components, and routed to outputs 318, 320 for
rendering on TV display screen 322 and loudspeaker(s) 324; may
receive commands from remote control interface 316 which are
decoded and acted upon, for example to select an input media
stream, adjust audio volume, etc.; may manage a connection to the
Internet through Ethernet or WiFi interface 310 to enable browsing
for content, download of software updates, video telephony
utilizing inputs from camera 122 and microphone 120; etc.
Additionally, in accordance with the teachings herein, the
exemplary TV programming may receive and process input signals from
controlling device 204, camera 122 and/or microphone 120 in order
to detect user presence, identify individual users, and/or receive
user command input, as will described hereafter. As will be
appreciated, while in the illustrative embodiment the source of
audio input signals may comprise a microphone 120 and associated
interface 314 provisioned as part of a smart TV appliance 200, in
alternative embodiments audio input signals may be captured by any
other appliance in the system and forwarded to appliance 200 for
processing, or may originate from a microphone provisioned in a
controlling device such as remote control or smartphone 204, the
output of which microphone may, by way of example, be digitized
and/or processed by controlling device 204 and wirelessly forwarded
to smart TV appliance 200 via remote control interface 326, WiFi
interface 310, Bluetooth interface 328, or any other means as
appropriate for a particular implementation.
[0016] In an exemplary embodiment the user event processing module
436 of the TV programming of TV appliance 200 (hereafter "event
processing") may act as illustrated in the flowchart of FIG. 5 upon
occurrence of a user-related event. First, at step 502 it may be
determined if the event constitutes receipt of a remote control
command, as may be reported by remote control command decoder 430.
As will be appreciated, remote control commands may be received via
any or all of RC interface 420 (e.g., infrared or RF4CE signals or
the like), Ethernet/WiFi interface 414, or Bluetooth interface 416,
depending on the particular embodiment and the particular
controlling device currently in use. If it is determined that the
event constitutes receipt of a remote control command, at step 540
the requested functional operation may be executed. By way of
example without limitation, such operations may include adjustment
of output audio volume to be performed by AV management module 424,
selection of a new media input stream to be performed by I/O and
routing module 440, etc. In some embodiments, received remote
control commands may also comprise requests to direct the
functional operation of other connected appliances, for example
control of DVD player 106 or STB 104 via CEC commands to be issued
by interface management module 428 over HDMI connections 130; or
alternatively via a connected IR blaster or a LAN as described for
example in co-pending U.S. patent application Ser. No. 13/657,176
"System and Method for Optimized Appliance Control," of common
ownership and incorporated by reference herein in its entirety.
Upon completion of the requested command function, at step 542 it
may next be determined if the command function just performed
comprised a change in the media stream being rendered by TV 200,
for example selection of a new input port 306,308; a change to the
selected broadcast channel or DVR playback of STB 104; a change to
an internet media source, etc. If so, at step 544 data regarding
this event may be conveyed to user statistics module 438 for
logging and ultimate reporting to database server 128. As will be
appreciated, the data logged regarding the new content stream may
comprise some or all of the command parameters themselves, e.g., an
STB channel number and timestamp; metadata items obtainable from
the content source device or channel such as a DVD title, streaming
video URL, etc.; a sample of the audio or video content itself for
analysis as is known in the art and described, for example, in U.S.
Pat. Nos. 7,986,913, 7,627,477 or 7,346,512; or any other data
which may be suitable for identification purposes. If it is
determined that the executed function did not comprise any change
to the current media stream, at step 546 it may next be determined
if the executed function comprised a reportable event, such as for
example powering TV 200 (or any other connected device) on or off,
issuing a fast forward command during DVR playback, etc. If so,
this event may also be reported to user statistics module 438 for
logging, after which processing of the remote control command is
complete. In this regard, it will be appreciated that reportable
appliance events such as powering an attached device on or off may
also be separately initiated via for example direct communication
to an appliance from its own remote control. Accordingly, though
not illustrated, where such events are detectable, for example via
HDMI status, absence or presence of video or audio signals, etc.,
these events may also be reported and logged.
[0017] If the reported event is not a remote control command, at
step 504 the event processing may next determine if the reported
event constitutes an image change event reported by visual event
detection module 432 in response to analysis of image data received
from camera 122 via camera driver 422. Such image processing may
utilize for example the techniques described in U.S. Pat. Nos.
5,534,917, 6,829,384, 8,274,535, WIPO (PCT) patent application
publication WO2010/057683A1, or the like, and may for example
periodically monitor an image comprising the field of view of
camera 122 in order in order to initiate image analysis in response
to detection of any variation in image data which exceed a certain
threshold value. If it is determined that the event is a report of
a detected image change, at step 518 it is next determined if the
event comprises the departure or imminent departure of a user from
the viewing environment of TV 200. If so, various actions may be
taken by event processing 436 as appropriate. By way of example, if
the departing user is the sole viewer (or, in some embodiments, the
primary user, i.e. the user who initiated the current viewing
session) the event processing may be adapted to issue a "pause"
command to the source of the current media stream. Other actions
may include without limitation activating the recording function of
a DVR, logging off a Web site, etc., as appropriate for a
particular embodiment and configuration. If such an action is to be
taken, at step 520 in the illustrative embodiment the event
processing may cause display of a request for confirmation on TV
screen 322, e.g. "Would you like to pause this show? (Y/N)." If
confirmed by the user at step 522, which confirmation may take the
form of a gesture, spoken command, remote control input, etc., or,
in those embodiments where the default is to take action, a
timeout, at step 528 the indicated action may be executed. In this
context it will be appreciated that in embodiments where voice or
gesture responses are expected, the performance accuracy of audio
and/or visual event detection modules 432,434 may be improved by
indicating a range of possible responses (e.g., "yes" or "no" in
this instance) to these modules in advance, thereby limiting the
number of sound or gesture templates which need to be matched.
Also, in some embodiments where voice input may be utilized, the
sound level of TV audio output 320 may be temporarily lowered to
reduce background noise. Thereafter, at step 530 data regarding the
change in user, including user identity where this is determinable,
for example via use of techniques such as described in U.S. Pat.
Nos. 7,551,756, 7,702,599, or the like, may be conveyed to
statistic gathering module 438 for logging, after which processing
is complete.
[0018] If the detected image change event is not a user departure,
at step 524 the event processor may next determine if the reported
event comprises the arrival of a new or additional user in the TV
viewing environment and if so take appropriate action. By way of
example, some embodiments may be adapted to allow a viewer to
invoke a "private viewing" status which may cause the current
content to be automatically muted, paused, switched, etc. in the
event an additional user enters the viewing environment. In such
embodiments, at step 526 it may be determined if such a status
currently exists. If so at step 528 the appropriate action may be
executed, after which data regarding the user arrival, including
user identity where this is determinable, may be conveyed to
statistic gathering module 438 for logging, and event processing is
complete. By way of further example without limitation, re-entry of
a user into a viewing environment may trigger an offer to resume
playback of previously paused content; or in a multi-room,
multi-device household in which appliances are networked together
and equipped with viewer recognition, the entry of a user into one
viewing environment may cause the event processor in that
environment to query other event processors and/or statistic
modules elsewhere in the household to determine if that user has
recently departed another environment, and if so, offer to resume
playback of a content stream which was previously paused in that
other environment.
[0019] If the detected image change event is not a user arrival or
departure, at steps 532, 534 and 536 it may next be determined if
the reported event comprises a detectable gesture, a detectable
gesture in this context comprising a user action or motion which
either by pre-programming or a learning process has been identified
to visual event detection module 432 as having significance as user
input. If the reported event is determined to be associated with an
operational command function, for example "pause", "mute", "channel
up", etc., processing may continue at step 540 to execute the
command as described previously. If the reported event is
determined to be a preparatory gesture, appropriate anticipatory
action may be taken at step 538. In this context, a preparatory
gesture may comprise without limitation any preliminary motion or
gesture by a user which may be interpreted as a possible indication
of that user's intent to perform an action, for example standing
up, reaching for or setting down a remote control device, beckoning
an out of sight person to enter the room, picking up a phone, etc.
Anticipatory actions may include for example pre-conditioning
visual and/or audio detection modules 432,434 to favor certain
subsets of templates for matching purposes; modifying an on-screen
menu from a format optimized for gesture control to one optimized
for navigation via a keyboarded device such as a remote control, or
vice-versa; reducing or muting audio volume; signaling a remote
control device exit a quiescent state, to turn on or shut off its
backlight, or the like; etc.
[0020] If the reported event is not an image change event, at step
506 the event processing may next determine if the reported event
constitutes a sound recognition event reported by audio event
detection module 434. Speech or sound recognition by module 434 may
utilize for example the techniques described in U.S. Pat. No.
7,603,276, WIPO (PCT) patent application publication
WO2002/054382A1, or the like. If the event is a sound recognition
event, at step 512 it may be determined if the decoded sound
constitutes a voice command issued by a user. If so processing may
continue at step 540 to execute the desired command as described
previously. If not a voice command, at step 514 it may be
determined if the reported event constitutes a trigger sound. In
this context a trigger sound may be an instance of a non-vocal
audio signal received via microphone 120 which either by
pre-programming or via a learning process has been assigned a
command or an anticipatory action. By way of example without
limitation, trigger sounds may include a phone or doorbell ringing,
a baby monitor, smoke alarm, microwave chime, etc. If the reported
sound event is a trigger sound, the appropriate action, such as
muting the television, etc., may be taken at step 516. The system
can be also be programmed to recognize various sounds and or spoken
words/phrases as being indicative of a preparatory event whereupon
one or more of the system components will be readied via an
anticipatory action as described above. By way of example, a spoken
phrase such as "let's see what else is on" may be recognized as a
preparatory event whereupon an anticipatory action may be executed
to place a remote control device into a state wherein the remote
control device is readied to receive input in anticipation of its
use or a spoken phrase such as "come here," the sound of a door
bell, or the like may be recognized as a preparatory event
whereupon an anticipatory action may be executed to ready the
system to look for an anticipated event, e.g., a specific gesture,
such as a user standing up, leaving the viewing area, etc.
whereupon the appropriate response action to the sensed event that
was anticipated, e.g., pausing the media, may be performed.
[0021] In the event that an anticipated event is not performed
within a predetermined period of time, the system may execute, as
needed, further actions, such as restorative action, to place the
system into a state as desired, e.g., to return one or more
components of the home entertainment system to a state where the
component(s) is no longer looking for the occurrence of the
anticipation event.
[0022] If the reported event is not a sound recognition event, at
step 508 the event processing may next determine if the reported
event comprises a wireless device such as for example a smart
phone, tablet computer, game controller, etc., joining into or
dropping from a LAN or PAN associated with smart TV 200 or other
appliance in the system. If such devices have been previously
registered with the TV programming, such activity may be used to
infer the presence or absence of particular users. Such information
may then be processed in a similar manner to user image detection
(e.g., processed as a user being added or departing) continuing at
step 518 as previously described.
[0023] Finally, at step 510 the event processor may process any
other event report activity as consistent with a particular
embodiment. For example, in some embodiments users may be
provisioned with personal remote control devices which embed user
identification data in their command transmissions, such as
described in co-pending U.S. patent application Ser. No. 13/225,635
"Controlling Devices Used to Provide an Adaptive User Interface,"
of common ownership and incorporated by reference herein in its
entirety, in which case user presence reporting events may be
generated by remote control interface 420. In other embodiments
technologies such as infrared body heat sensing such as proposed in
the art for use in automatic unattended power-off applications may
be further adapted for the purposes described herein. Additional
sources of activity events may also include data received from
other household equipment such as security, lighting, or HVAC
control systems equipped with occupancy sensors; entryway cameras;
driveway sensors, etc., where appropriate.
[0024] Statistic gathering module 438 may be adapted to report the
data conveyed to it during the event processing steps described
above to a centralized service, e.g., hosted on Internet connected
server device 128, for aggregation and analysis of user viewing
habits and preferences. Depending on the particular embodiment such
reporting may be performed on an event-by-event basis, or
alternatively the data may be accumulated and reported at
predetermined time intervals or only upon receipt of a request from
the server device.
[0025] By way of example, in an illustrative embodiment data
reported to statistic gathering module 438 may be formatted into
several different event record classes and types for uploading to
server device 128. Exemplary record classes may comprise user
events, e.g., as may be reported at step 530 of FIG. 5; appliance
events, e.g., as may be reported at step 548 of FIG. 5; and content
events, e.g., as may be reported at step 544 of FIG. 5. As will be
appreciated, different or additional event classes may be
appropriate in alternate embodiments and accordingly the above
classifications are presented by way of example only and without
limitation.
[0026] With reference to Table 1 below, user event record types may
include addition (i.e., arrival) of user to the viewing area and
deletion (i.e., departure) of a user from the viewing area. As
illustrated, each of these record types may include timestamp data
and a user ID. The timestamp illustrated is suitable for use in
applications where the server device is already aware of the
geographical location of the reporting system, e.g., as a result of
an initial setup procedure, by URL decoding, etc. In embodiments
where this is not the case, the timestamp field may include
additional data such as a time zone, zip code, etc., where
required. User identity may be any item of data which serves to
uniquely identify individual users to facilitate viewing habit and
preference analysis at server 128. By way of example, user ID data
may comprise identities explicitly assigned during a
setup/configuration process; random numbers assigned by the system
as each distinct user is initially detected; a hash value generated
by a facial or voice recognition algorithm; a MAC address or serial
number assigned to a smart phone or tablet computer; etc. as
appropriate for a particular embodiment.
TABLE-US-00001 TABLE 1 User event record Event type Time stamp User
ID User:add yyyy:mm:dd:hh:mm:ss xxxxxxxx User:delete
yyyy:mm:dd:hh:mm:ss xxxxxxxx
[0027] Referring now to Table 2, appliance event records may
comprise record types indicative of events reported to, functional
commands issued to, and/or operations performed by various
controlled appliances, e.g., as reported at step 548 of FIG. 5.
Such events may include without limitation appliance power on/off
commands, playback control commands, etc., as necessary for a
complete understanding of user viewing habits and preferences. By
way of example, in addition to capturing power status for a DVR
appliance, fast forward commands may also be logged in order to
monitor commercial skipping activity. As illustrated, each
appliance event record type may also include a timestamp field as
described above and an appliance type/ID field comprising an
appliance type indicator (e.g. STB/DVR, DVD, Internet stream, etc.)
together with a unique ID or subtype value which may be assigned by
the event monitoring and/or statistics gathering module in order to
distinguish between multiple appliances of the same type, e.g., a
household with multiple DVD players, or with both cable and
satellite STBs.
TABLE-US-00002 TABLE 2 Appliance event record Appliance Event type
Time stamp type/ID Appliance:on yyyy:mm:dd:hh:mm:ss tt:xxxx
Appliance:off yyyy:mm:dd:hh:mm:ss tt:xxxxx Appliance:play
yyyy:mm:dd:hh:mm:ss tt:xxxxx Appliance:stop yyyy:mm:dd:hh:mm:ss
tt:xxxxx Appliance:pause yyyy:mm:dd:hh:mm:ss tt:xxxxx
Appliance:ffwd yyyy:mm:dd:hh:mm:ss tt:xxxxx Etc . . .
[0028] Referring now to Table 3, content event record types may
include without limitation a channel or track change information
record type; a title information record type containing, for
example, a show title retrieved from program guide data, DVD or
video-on-demand title information, etc.; a metadata record type
containing metadata values obtained from a DVD or CD, streaming
video service, or the like; a content sample record type containing
a sample clip of audio and/or video content for comparison against
a content identification database; or in alternate embodiments any
other data which may be utilized in determining the identity of a
particular content stream. Each record type may comprise timestamp
and source appliance fields as described above, together with a
field containing identity data, which may comprise numeric, text,
or binary data as necessary. As will be appreciated, additional
record and/or field types may be utilized in other embodiments, as
necessary to enable reliable identification of media content
streams.
TABLE-US-00003 TABLE 3 Content event record Source Event type Time
stamp appliance Identity data Content:chan/track
yyyy:mm:dd:hh:mm:ss tt:xxxx xxxxx Content:title yyyy:mm:dd:hh:mm:ss
tt:xxxx {text} Content:metadata yyyy:mm:dd:hh:mm:ss tt:xxxx {text}
Content:sample yyyy:mm:dd:hh:mm:ss tt:xxxx {binary data} Etc . .
.
[0029] It will be appreciated that while the exemplary data
structures of Tables 1 through 3 are presented herein using a
tabular format for ease of reference, in practice these may be
implemented in various forms using any convenient data
representation, for example a structured database, XML file,
cloud-based service, etc., as appropriate for a particular
embodiment. Furthermore, it will also be appreciated that while the
statistics gathering and recording functionality of the
illustrative embodiment is implemented as part of the programming
of an exemplary appliance 200, i.e., in software module 438, in
other embodiments this functionality may be provisioned at a
different location, for example in one of the other appliances
forming part of an entertainment system, in a local PC, at a remote
server or cable system headend, etc., or at any other convenient
location to which the particular appliance programming may be
capable of reporting user events.
[0030] While various concepts have been described in detail, it
will be appreciated by those skilled in the art that various
modifications and alternatives to those concepts could be developed
in light of the overall teachings of the disclosure. For example,
in alternate embodiments the steps of the methods described above
may be advantageously performed in various other appliances as
appropriate, e.g. an AV receiver or a cable/satellite STB. Further,
in an interconnected system such as illustrated in FIG. 1 or 2,
especially where such interconnection is digital, it will be
appreciated that the various steps of the methods may be performed
by different appliances. For example without limitation, image
analysis and/or speech recognition may be performed by a smart TV
device, a locally connected personal computer, a home security
system, etc., or even "in the cloud", i.e., by an Internet based
service, with the results reported to a user statistic gathering
module and/or an event processing module resident in a connected AV
receiver or STB.
[0031] Further, while described in the context of functional
modules and illustrated using block diagram format, it is to be
understood that, unless otherwise stated to the contrary, one or
more of the described functions and/or features may be integrated
in a single physical device and/or a software module, or one or
more functions and/or features may be implemented in separate
physical devices or software modules. It will also be appreciated
that a detailed discussion of the actual implementation of each
module is not necessary for an enabling understanding of the
invention. Rather, the actual implementation of such modules would
be well within the routine skill of an engineer, given the
disclosure herein of the attributes, functionality, and
inter-relationship of the various functional modules in the system.
Therefore, a person skilled in the art, applying ordinary skill,
will be able to practice the invention set forth in the claims
without undue experimentation. It will be additionally appreciated
that the particular concepts disclosed are meant to be illustrative
only and not limiting as to the scope of the invention which is to
be given the full breadth of the appended claims and any
equivalents thereof.
[0032] All patents cited within this document are hereby
incorporated by reference in their entirety.
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