The present disclosure generally relates to the temperature sensing of illuminators such as light emitting diodes (LEDs) within an electronic display.
A summary of certain embodiments disclosed herein is set forth below. It should be understood that these aspects are presented merely to provide the reader with a brief summary of these certain embodiments and that these aspects are not intended to limit the scope of this disclosure. Indeed, this disclosure may encompass a variety of aspects that may not be set forth below.
In accordance with embodiments of the present disclosure, it may be desirable to directly measure/estimate the temperature of an illuminator (e.g., backlight or projector) such as an LED, organic LED (OLED), or other light source within an electronic display. Such an illuminator (e.g., backlight or projector) may generate light for several different pixels, and a light regulator such as a mirror and/or a transmissive pixel may allow a portion of the generated light to be emitted based on a luminance value corresponding to the image data for the pixel. For example, a reflective technology display may have individually controlled color component illuminators that provide light to multiple pixels of the display panel via one or more reflective components (e.g., mirrors, light guides, etc.). However, during direct measurement (e.g., at and via the illuminator) of the temperature, a reference voltage or current may be applied, which may cause illumination of the illuminator separate from the light emissions associated with the image data.
As such, light regulators (e.g., mirrors or transmissivity regulating pixels) that adjust when and/or how much light is emitted from the electronic display may be used to block or redirect the light associated with application of the reference voltage or reference current. In other words, during moments when light would otherwise not be emitted from the electronic display, such as between light emissions of a single image frame, after light emissions of an image frame, and/or during any suitable moments that the illuminators would otherwise be off, the light regulators may be used to block or redirect light generated as a result of the reference current or reference voltage. As such, the temperature of an illuminator may be directly measured without or with reduced image artifacts associated with the application of the reference current or a reference voltage.
Various aspects of this disclosure may be better understood upon reading the following detailed description and upon reference to the drawings described below.
One or more specific embodiments will be described below. In an effort to provide a concise description of these embodiments, not all features of an actual implementation are described in the specification. It should be appreciated that in the development of any such actual implementation, as in any engineering or design project, numerous implementation-specific decisions must be made to achieve the developers' specific goals, such as compliance with system-related and business-related constraints, which may vary from one implementation to another. Moreover, it should be appreciated that such a development effort might be complex and time consuming, but would nevertheless be a routine undertaking of design, fabrication, and manufacture for those of ordinary skill having the benefit of this disclosure.
When introducing elements of various embodiments of the present disclosure, the articles “a,” “an,” and “the” are intended to mean that there are one or more of the elements. The terms “including” and “having” are intended to be inclusive and mean that there may be additional elements other than the listed elements. Additionally, it should be understood that references to “some embodiments,” “embodiments,” “one embodiment,” or “an embodiment” of the present disclosure are not intended to be interpreted as excluding the existence of additional embodiments that also incorporate the recited features. Furthermore, the phrase A “based on” B is intended to mean that A is at least partially based on B. Moreover, the term “or” is intended to be inclusive (e.g., logical OR) and not exclusive (e.g., logical XOR). In other words, the phrase A “or” B is intended to mean A, B, or both A and B.
Electronic devices often use electronic displays to present visual information. Such electronic devices may include computers, mobile phones, portable media devices, tablets, televisions, virtual-reality headsets, and vehicle dashboards, among many others. To display an image, an electronic display controls the luminance (e.g., brightness and/or color) at pixel locations based on corresponding image data. For example, an image data source may provide image data as a stream of pixel data, in which data for each pixel location indicates a target luminance. In some embodiments, the electronic display may include illuminators (e.g., backlights or projectors) that generate light for several different pixels, and each pixel may allow a portion of the generated light to be emitted (e.g., via mirrors and/or transmissivity regulating elements) based on a luminance value of the image data corresponding to the pixel. Such displays may include but are not limited to reflective technology displays (e.g., digital micro-mirror displays (DMDs), ferroelectric-liquid-crystal-on-silicon (FLCOS) display, etc.) and transmissive displays such as liquid crystal displays (LCDs).
An electronic display may utilize one or more illuminators (e.g., backlights, projectors, etc.) such as light emitting diodes (LEDs), organic LEDs (OLEDs), etc. to provide light for generating an image. However, the operation and/or output of such illuminators may vary based on their temperature. As such, it may be desirable to measure, estimate, or otherwise receive the temperature of one or more illuminators and utilize the temperature to compensate or alter one or more operations of the electronic device. In some scenarios, temperature sensors may be placed proximate an illuminator to estimate its temperature. However, the additional components of and/or real estate utilized by separate temperature sensors may increase manufacturing costs and/or be unviable for some implementations (e.g., based on space limitations). As such, directly measuring the temperature of the illuminator based on the voltage/current characteristics of the illuminator itself may increase the spatial efficiency, manufacturing efficiency, and/or efficacy of an electronic display with temperature sensed illuminators.
For example, in response to being supplied with a reference current or a reference voltage, an illuminator may exhibit a voltage response (e.g., forward voltage across the illuminator) or current response (e.g., current through the illuminator), respectively, indicative of the temperature of the illuminator. In either case, applying a reference voltage or a reference current to estimate the temperature directly (e.g., at and via the illuminator's response) may cause illumination of the illuminator, which may lead to image artifacts being displayed if perceived by a viewer. As discussed further below, the light regulators (e.g., mirrors or transmissivity regulating pixels) that adjust when and/or how much light is emitted from the electronic display may be used to block or redirect the generated light while the reference current or reference voltage is applied. As such, the temperature of the illuminator may be directly measured without or with reduced image artifacts associated with the application of the reference current or a reference voltage.
With the foregoing in mind,
The electronic device 10 may include one or more electronic displays 12, input devices 14, input/output (I/O) ports 16, a processor core complex 18 having one or more processors or processor cores, local memory 20, a main memory storage device 22, a network interface 24, a power source 26, and image processing circuitry 28. The various components described in
The processor core complex 18 may be operably coupled with local memory 20 and the main memory storage device 22. The local memory 20 and/or the main memory storage device 22 may include tangible, non-transitory, computer-readable media that store instructions executable by the processor core complex 18 and/or data to be processed by the processor core complex 18. For example, the local memory 20 may include cache memory or random access memory (RAM) and the main memory storage device 22 may include read only memory (ROM), rewritable non-volatile memory such as flash memory, hard drives, optical discs, and/or the like.
The processor core complex 18 may execute instructions stored in local memory 20 and/or the main memory storage device 22 to perform operations, such as generating source image data. As such, the processor core complex 18 may include one or more general purpose microprocessors, one or more application specific processors (ASICs), one or more field programmable logic arrays (FPGAs), or any combination thereof.
The network interface 24 may connect the electronic device 10 to a personal area network (PAN), such as a Bluetooth network, a local area network (LAN), such as an 802.11x Wi-Fi network, and/or a wide area network (WAN), such as a 4G, LTE, or 5G cellular network. In this manner, the network interface 24 may enable the electronic device 10 to transmit image data to a network and/or receive image data from the network.
The power source 26 may provide electrical power to operate the processor core complex 18 and/or other components in the electronic device 10. Thus, the power source 26 may include any suitable source of energy, such as a rechargeable lithium polymer (Li-poly) battery and/or an alternating current (AC) power converter.
The I/O ports 16 may enable the electronic device 10 to interface with various other electronic devices. The input devices 14 may enable a user to interact with the electronic device 10. For example, the input devices 14 may include buttons, keyboards, mice, trackpads, and the like. Additionally or alternatively, the electronic display 12 may include touch sensing components that enable user inputs to the electronic device 10 by detecting occurrence and/or position of an object touching its screen (e.g., surface of the electronic display 12).
The electronic display 12 may display a graphical user interface (GUI) of an operating system, an application interface, text, a still image, or video content. To facilitate displaying images, the electronic display 12 may include a display panel with one or more display pixels. Additionally, each display pixel may include one or more sub-pixels, which each control the luminance of a color component (e.g., red, green, or blue). As used herein, a display pixel may refer to a collection of sub-pixels (e.g., red, green, and blue subpixels) or may refer to a single sub-pixel. Moreover, a display pixel may include any components that generate, direct, or otherwise control light emission at a pixel location and may or may not be located at the pixel location.
As described above, the electronic display 12 may display an image by controlling the luminance of the sub-pixels based at least in part on corresponding image data. In some embodiments, the image data may be received from another electronic device, for example, via the network interface 24 and/or the I/O ports 16. Additionally or alternatively, the image data may be generated by the processor core complex 18 and/or the image processing circuitry 28. Moreover, in some embodiments, the electronic device 10 may include multiple electronic displays 12 and/or may perform image processing (e.g., via the image processing circuitry 28) for one or more external electronic displays 12, such as connected via the network interface 24 and/or the I/O ports 16.
The electronic device 10 may be any suitable electronic device. To help illustrate, one example of a suitable electronic device 10, specifically a handheld device 10A, is shown in
The handheld device 10A may include an enclosure 30 (e.g., housing) to, for example, protect interior components from physical damage and/or shield them from electromagnetic interference. Additionally, the enclosure 30 may surround, at least partially, the electronic display 12. In the depicted embodiment, the electronic display 12 is displaying a graphical user interface (GUI) 32 having an array of icons 34. By way of example, when an icon 34 is selected either by an input device 14 or a touch-sensing component of the electronic display 12, an application program may launch.
Furthermore, input devices 14 may be provided through openings in the enclosure 30. As described above, the input devices 14 may enable a user to interact with the handheld device 10A. For example, the input devices 14 may enable the user to activate or deactivate the handheld device 10A, navigate a user interface to a home screen, navigate a user interface to a user-configurable application screen, activate a voice-recognition feature, provide volume control, and/or toggle between vibrate and ring modes. Moreover, the I/O ports 16 may also open through the enclosure 30. Additionally, the electronic device may include one or more cameras 36 to capture pictures or video. In some embodiments, a camera 36 may be used in conjunction with a virtual reality or augmented reality visualization on the electronic display 12.
Another example of a suitable electronic device 10, specifically a tablet device 10B, is shown in
As described above, the electronic display 12 may display images based at least in part on image data. Before being used to display a corresponding image on the electronic display 12, the image data may be processed, for example, via the image processing circuitry 28. In general, the image processing circuitry 28 may process the image data for display on one or more electronic displays 12. For example, the image processing circuitry 28 may include a display pipeline, memory-to-memory scaler and rotator (MSR) circuitry, warp compensation circuitry, or additional hardware or software means for processing image data. The image data may be processed by the image processing circuitry 28 to reduce or eliminate image artifacts, compensate for one or more different software or hardware related effects, and/or format the image data for display on one or more electronic displays 12. As should be appreciated, the present techniques may be implemented in standalone circuitry, software, and/or firmware, and may be considered a part of, separate from, and/or parallel with a display pipeline or MSR circuitry.
To help illustrate, a portion of the electronic device 10, including image processing circuitry 28, is shown in
The electronic device 10 may also include an image data source 38, a display panel 40, and/or a controller 42 in communication with the image processing circuitry 28. In some embodiments, the display panel 40 of the electronic display 12 may be a reflective technology display, a liquid crystal display (LCD), or any other suitable type of display panel 40. In some embodiments, the controller 42 may control operation of the image processing circuitry 28, the image data source 38, and/or the display panel 40. To facilitate controlling operation, the controller 42 may include a controller processor 44 and/or controller memory 46. In some embodiments, the controller processor 44 may be included in the processor core complex 18, the image processing circuitry 28, a timing controller in the electronic display 12, a separate processing module, or any combination thereof and execute instructions stored in the controller memory 46. Additionally, in some embodiments, the controller memory 46 may be included in the local memory 20, the main memory storage device 22, a separate tangible, non-transitory, computer-readable medium, or any combination thereof.
The image processing circuitry 28 may receive source image data 48 corresponding to a desired image to be displayed on the electronic display 12 from the image data source 38. The source image data 48 may indicate target characteristics (e.g., pixel data) corresponding to the desired image using any suitable source format, such as an RGB format, an αRGB format, a YCbCr format, and/or the like. Moreover, the source image data may be fixed or floating point and be of any suitable bit-depth. Furthermore, the source image data 48 may reside in a linear color space, a gamma-corrected color space, or any other suitable color space. As used herein, pixels or pixel data may refer to a grouping of sub-pixels (e.g., individual color component pixels such as red, green, and blue) or the sub-pixels themselves.
As described above, the image processing circuitry 28 may operate to process source image data 48 received from the image data source 38. The image data source 38 may include captured images from cameras 36, images stored in memory, graphics generated by the processor core complex 18, or a combination thereof. Additionally, the image processing circuitry 28 may include one or more sets of image data processing blocks 50 (e.g., circuitry, modules, or processing stages) such as a temperature compensation block 52. As should be appreciated, multiple other processing blocks 54 may also be incorporated into the image processing circuitry 28, such as a color management block, a dither block, a burn-in compensation (BIC) block, a scaling/rotation block, etc. before and/or after the temperature compensation block 52. The image data processing blocks 50 may receive and process source image data 48 and output display image data 56 in a format (e.g., digital format and/or resolution) interpretable by the display panel 40. Further, the functions (e.g., operations) performed by the image processing circuitry 28 may be divided between various image data processing blocks 50, and, while the term “block” is used herein, there may or may not be a logical or physical separation between the image data processing blocks 50.
As discussed herein, the electronic display 12 may utilize one or more illuminators (e.g., backlights, projectors, etc.) such as light emitting diodes (LEDs), organic LEDs (OLEDs), etc. to generate an image. However, the operation and/or output of such illuminators may vary based on their temperature. As such, in some embodiments, the temperature compensation block 52 may be used to measure, estimate, or otherwise receive the temperature of one or more illuminators and utilize the temperature to compensate or alter one or more operations of the electronic device 10. For example, the temperature compensation block 52 may receive voltage and/or current measurements associated with an illuminator and determine/estimate the temperature of the illuminator based thereon. Moreover, the temperature compensation block 52 may utilize the temperature of the illuminators to apply compensations to the image data and/or the supplied illuminator currents/voltages to account for temperature related effects (e.g., color shifts, timing alterations, etc.). As should be appreciated, as used herein, the temperature compensation block 52 may be considered as performing a standalone compensation/analysis or as a component or sub-component of any portion of the image processing circuitry 28 that utilizes the temperature of an illuminator in statistics, compensation, and/or data analysis. As non-limiting examples, such compensation/analysis may include color shift compensations, burn-in related aging statistics gathering, etc.
In general, an illuminator (e.g., backlight or projector) may generate light for multiple different pixels, and each pixel may allow a portion of the generated light to be emitted based on a luminance value corresponding to the image data for the pixel. In some embodiments, the electronic display 12 may include illuminators for multiple different color components (e.g., a red illuminator, a green illuminator, a blue illuminator, a white illuminator), and the light generated by each of the different color illuminators may be directed (e.g., via a light guide, one or more mirrors, via one or more color filters) to the pixels of the electronic display. Additionally or alternatively, the pixels may regulate an amount of light that is transmitted therethrough (e.g., via one or more color filters, polarizers, etc.) such that the light emitted from the electronic display 12 corresponds to the image data. As should be appreciated, such electronic displays 12 may include reflective technology displays (e.g., digital micro-mirror displays (DMDs), ferroelectric-liquid-crystal-on-silicon (FLCOS) display, etc.), liquid crystal displays (LCDs), or any suitable electronic display having illuminators with light directing/regulating components.
To help illustrate,
Furthermore, in some embodiments, the mirrors 70 may direct light from the illuminators 62 to either the pixel locations 72 or to one or more light attenuators 74. A light attenuator 74 may include a heat sink and/or a light absorbing surface such as a black mask. If a pixel location 72 is not to receive light (e.g., based on the display image data 56), a mirror 70 may direct the light from the illuminator 62 to a light attenuator 74 instead of the pixel location 72, effectively turning “off” the pixel at the pixel location 72 for that time. For example, an image frame may be divided into multiple sub-frames such that the mirrors 70 alternate between directing the generated light to the pixel location 72 and the light attenuator 74 such that, in the aggregate, the amount of time (e.g., duty cycle) that the pixel location 72 is emitting the generated light is proportional to the desired luminance output at the pixel location 72 (e.g., according to the display image data 56). Indeed, the same mirrors 70 may be used in a time-multiplexed way for different color channels. For example, the red illuminator 62A may be on for a first period, the green illuminator 62B may be on for a second period, and the blue illuminator 62C may be on for a third period. Each mirror 70 may correspond to a pixel location 72 that may display red light during the first period, green light during the second period, and blue light during the third period.
In some embodiments, the mirrors 70 may be disposed in a mirror array 76, as in
The mirror array 76 may be modulated such that the light emitted by the illuminators 62 appears as an image corresponding to the display image data 56. For example, independent mirrors 70 of the mirror array 76 may switch between an on-state (e.g., directed toward the pixel locations 72) and an off-state (e.g., directed towards a light attenuator 74) based on the display image data 56. In the on state, the mirrors 70 of the mirror array 76 may direct the light from the illuminators 62 to respective pixel locations 72. In the off state, the mirrors 70 of the mirror array 76 may direct the light elsewhere, such as the light attenuator 74, making the associated pixel location 72 appear dark. The mirrors 70 may be toggled between the on-state and the off-state quickly to create small bursts of light. The eyes of the viewer may integrate the light to form an image corresponding to the display image data 56.
As should be appreciated, while discussed above as relating to reflective technology displays 60 and displays having multiple color component illuminators 62, the techniques discussed herein are also applicable to electronic displays 12 having mono-colored illuminators 62 and/or transmissive displays such as LCD displays. Indeed, in some embodiments, the illuminator layer 64 may shine directly or indirectly at the pixel layer 68, and individual pixels or sub-pixels (e.g., having different color component color filters) at the pixel locations 72 may regulate the amount and/or color of light transmitted therethrough and emitted from the electronic display 12. Furthermore, the pixels may regulate (e.g., pulse-width modulate) the amount of time (e.g., duty cycle) that the pixel is actively allowing light to be transmitted through and emitted from the pixels according to a luminance value of the image data.
In general, an illuminator 62, such as an LED 80, may be powered via a power supply 82 to regulate the duty cycle and/or brightness level of the illuminator 62, as in
In some embodiments, the temperature compensation block 52 may include or be coupled to temperature sensing or measurement components proximate an illuminator 62 (e.g., LED 80) to ascertain the temperature of the illuminator 62. However, the additional components of and/or real estate utilized by separate, independent temperature sensors may increase manufacturing costs and/or be unviable for some implementations (e.g., based on space limitations). As such, in some embodiments, the temperature of an LED 80 may be derived directly from the voltage and/or current characteristics of the LED 80. Indeed, in response to being supplied with a reference current (e.g., a reference current flow 90) or a reference voltage (e.g., reference voltage differential 86), an LED 80 may exhibit a voltage response (e.g., voltage differential 86 across the LED 80) or a current response (e.g., current flow 90 through the LED 80), respectively, that is indicative of the temperature of the LED 80. For example, for a supplied reference current flow 90, the forward voltage measurement (e.g., voltage differential 86) across electrodes of the LED 80 may decrease as the temperature of the illuminator increases. In some embodiments, to estimate the temperature of the LED 80, an analog to digital converter 94 (ADC) may measure the voltage differential 86 in response to the supplied reference current flow 90, and generate temperature data 96 (e.g., a digital signal indicative of the temperature of the LED 80) based thereon. As should be appreciated, while discussed herein in the context of temperature measurement, the digital signal may be indicative of the LED's response to a reference electrical stimulus and may be used for any suitable purpose. As a non-limiting example, the voltage differential 86 or other response characteristic (e.g., current response) may be utilized in analog or digital form for estimating an age (e.g., wear) of the LED 80.
While LEDs 80 are discussed herein as example illuminators 62, as should be appreciated, the techniques of the present disclosure may be applicable to any suitable illuminator 62 capable of direct temperature measurement/estimation via application of a reference voltage or reference current. Moreover, as should be appreciated, the specific voltage and current characteristics may vary based on the type and/or model of illuminator 62, and different color component illuminators 62 may have different current/voltage responses for the same temperature.
Additionally, while
A current source 108, Iin, is used with a resistor 110, Rin, to provide an input voltage 112, Vin, to an operational amplifier 114 of the current regulator 92. In some embodiment, the input voltage 112 may be a predefined value or variable depending on implementation. Respective emission transistors 116A, 116B, and 116C (cumulatively 116) are used in the corresponding current regulation circuits 106 with corresponding power switches 118A, 118B, and 118C (cumulatively 118) and ground switches 120A, 120B, and 120C (cumulatively 120) to control the emission status of the corresponding LEDs 80. For example, in the current regulation circuit 106A of the red LED 80A, the emission transistor 116A is turned on when the power switch 118A is closed and the ground switch 120A is open. The ground switches 120 are used to discharge the gate voltages (or base voltage) at the emission transistor 116. When the ground switch 120 is closed, the gate voltage of the associated emission transistor 116 is discharged and the emission transistor 116 is turned off. When an emission transistor 116 is turned on, for example via closing the power switch 118, the associated LED 80 is connected to a respective dynamically adjustable resistor 122A, 122B, or 122C (cumulatively 122) to generate an adjustable respective current flow 90A, 90B, or 90C of the current regulation circuit 106 for the LED 80. Furthermore, respective feedback switches 124A, 124B, and 124C (cumulatively 124) may be used to provide a feedback voltage from the emitter end of the emission transistor 116 to the operational amplifier 114.
As discussed above, in the example circuitry of
However, application of a reference voltage or a reference current (e.g., a reference electrical stimulus) to the LED 80 (e.g., to estimate the temperature directly at and via the illuminator's response) may lead to illumination of the LED 80, which may lead to image artifacts being displayed if perceived by a viewer. As discussed further below, light regulators (e.g., mirrors 70 or transmissivity regulating pixels) that adjust when and/or how much light is emitted from the electronic display 12 may be used to block or redirect the generated light (e.g., via the light attenuators 74) while the reference current or reference voltage is applied. In other words, during moments when light would otherwise not be emitted from the electronic display 12, such as between LED emissions of a single image frame, after light emissions of the image frame, and/or during any moments that the LEDs 80 would otherwise be off, the light regulators may be used to block or redirect light generated as a result of the reference current or reference voltage to maintain the appearance of off LEDs 80. As such, the temperature of an illuminator 62 may be directly measured without or with reduced image artifacts associated with the application of the reference current or a reference voltage.
In some scenarios, the frame length 134 of the image frame may be longer than the emission period 136 of the light emissions 130 of the LEDs 80, leaving off periods 138 between light emissions 130 associated with displaying the image. As used herein, the frame length 134 of the image frame is the time between starts of emission periods 136 associated with separate image frames and includes the off periods 138 after and/or between emission periods 136 of the same image frame. The off periods 138 are indicative of moments where no light is desired to be emitted from the pixel locations 72. During the off periods 138, reference voltages and/or reference currents may be applied and temperature data 96 generated based on the response of the LEDs 80. The reference voltages and/or currents may cause reference emissions 140, and an off bitplane 142 may set mirrors 70 and/or pixel transmissivities to the off positions such that reduced or no light is emitted from the pixel locations 72. As such, the temperature of the LEDs 80 may be directly measured during the image frame by utilizing off periods 138 between emission periods 136 associated with the display image data 56. As shown in the timing diagram 126 of
Furthermore, as shown in the timing diagram 128 of
The specific embodiments described above have been shown by way of example, and it should be understood that these embodiments may be susceptible to various modifications and alternative forms. It should be noted that, although LEDs 80 and LED drivers are used in the embodiments described above, other illuminators and their drivers may use the techniques presented above. Moreover, although the above referenced flowchart 144 is shown in a given order, in certain embodiments, process/decision blocks may be reordered, altered, deleted, and/or occur simultaneously. Additionally, the referenced flowchart 144 is given as an illustrative tool and further decision and process blocks may also be added depending on implementation. It should be further understood that the claims are not intended to be limited to the particular forms disclosed, but rather to cover all modifications, equivalents, and alternatives falling within the spirit and scope of this disclosure.
It is well understood that the use of personally identifiable information should follow privacy policies and practices that are generally recognized as meeting or exceeding industry or governmental requirements for maintaining the privacy of users. In particular, personally identifiable information data should be managed and handled so as to minimize risks of unintentional or unauthorized access or use, and the nature of authorized use should be clearly indicated to users.
The techniques presented and claimed herein are referenced and applied to material objects and concrete examples of a practical nature that demonstrably improve the present technical field and, as such, are not abstract, intangible or purely theoretical. Further, if any claims appended to the end of this specification contain one or more elements designated as “means for [perform]ing [a function] . . . ” or “step for [perform]ing [a function] . . . ”, it is intended that such elements are to be interpreted under 35 U.S.C. 112(f). However, for any claims containing elements designated in any other manner, it is intended that such elements are not to be interpreted under 35 U.S.C. 112(f).
This application claims priority to U.S. Provisional Application No. 63/409,573, filed on Sep. 23, 2022, and entitled “Direct LED Temperature Sensing Systems and Methods,” the contents of which is hereby incorporated by reference in its entirety.
Number | Name | Date | Kind |
---|---|---|---|
9176316 | Morgan et al. | Nov 2015 | B2 |
9196189 | Gandhi et al. | Nov 2015 | B2 |
9324279 | Fujiwara et al. | Apr 2016 | B2 |
10319281 | Bergquist | Jun 2019 | B2 |
11081082 | Boev et al. | Aug 2021 | B2 |
20030058543 | Sheedy et al. | Mar 2003 | A1 |
20070024529 | Ben-David et al. | Feb 2007 | A1 |
20080012997 | Reuter | Jan 2008 | A1 |
20090103053 | Ichikawa | Apr 2009 | A1 |
Number | Date | Country |
---|---|---|
2010014991 | Feb 2010 | WO |
Number | Date | Country | |
---|---|---|---|
20240105118 A1 | Mar 2024 | US |
Number | Date | Country | |
---|---|---|---|
63409573 | Sep 2022 | US |