A device such as a piezoelectric micromachined ultrasound transducer (PMUT) device may be utilized in a variety of applications such as fingerprint sensing, time-of-flight sensing, and medical imaging. The PMUT device may include a piezoelectric material that provides an electro-mechanical response based on a given input signal, which in turn is provided via conductive (e.g., metal) layers located adjacent to the piezoelectric material. When an electrical signal is applied to the piezoelectric material via the conductive layers, the piezoelectric material may exhibit a mechanical response (e.g., generate an ultrasonic output signal) in accordance with the characteristics of the electrical signal. In response to a received mechanical (e.g., ultrasonic) signal, the piezoelectric material may generate a corresponding electrical response that may be sensed via the metal layers.
The piezoelectric layer and metal layers may be stacked over a PMUT membrane layer, such that the piezoelectric layer defines a dielectric volume between the metal layers, resulting in a capacitor having characteristics based on the metal layer materials, metal layer shapes, piezoelectric layer material, and piezoelectric material thickness. A larger capacitance of such a capacitor may result in mismatches with associated PMUT circuitry such as transmit and receive circuits, resulting in a decreased signal-to-noise ratio for the PMUT device and stability issues due to excessive or mismatched capacitances. Modifications to a PMUT design to reduce this capacitance also impact the mechanical response of the PMUT, for example, by reducing the sensitivity of the PMUT design.
In an embodiment of the present disclosure, a piezoelectric micromachined ultrasonic transducer (PMUT) comprises a PMUT membrane layer, a first metal layer, a second metal layer, and a piezoelectric layer patterned into at least a first piezoelectric layer portion over only some of the PMUT membrane layer. The first piezoelectric layer portion is at least partially located between the first metal layer and the second metal layer, wherein the first metal layer is patterned to define an active region of the first piezoelectric layer portion and an inactive region of the first piezoelectric layer portion.
In an embodiment of the present disclosure, a method for selecting a patterning of a metal layer of a piezoelectric micromachined ultrasonic transducer (PMUT) comprises providing an initial configuration of a piezoelectric layer located between a first metal layer and a second metal layer over a portion of a PMUT membrane layer. The method may further comprise determining a vibration modeshape of the PMUT and identifying, based on the modeshape properties in the piezoelectric layer, one or more portions of the piezoelectric layer that have a higher transduction efficiency compared to other portions of the piezoelectric layer. The method may further comprise patterning the first metal layer such that the one or more portions of the piezoelectric layer are active regions of the piezoelectric layer and the other portions of the piezoelectric layer are inactive regions of the piezoelectric layer.
In an embodiment of the present disclosure, a process for designing a piezoelectric micromachined ultrasonic transducer (PMUT) may comprise providing an initial configuration of a piezoelectric layer located between a first metal layer and a second metal layer over a portion of a PMUT membrane layer and patterning one of the first metal layer or the second metal layer to modify a capacitive parameter of the PMUT without substantially impacting structural mechanics of the PMUT.
The above and other features of the present disclosure, its nature, and various advantages will be more apparent upon consideration of the following detailed description, taken in conjunction with the accompanying drawings in which:
MEMS devices such as piezoelectric micromachined ultrasound transducer (PMUT) devices may be utilized for a variety of applications such as fingerprint sensing, time-of-flight imaging, and medical imaging. The general principle of PMUT devices is that a piezoelectric material produces ultrasonic waves based on an electrical input signal that in turn are transmitted in the direction of the environment of the PMUT device. In many applications, the ultrasonic waves are reflected back in the direction of the PMUT device, in which the piezoelectric material of a PMUT device (e.g., the transmitting device or a dedicated receiving device) receives the reflected ultrasonic signal and generates a corresponding electrical output signal. In this manner, a PMUT device or array of PMUT devices may be operated at a suitable power and frequency to generate ultrasonic signals suitable for providing ultrasonic signals to a region of interest, receiving reflections of those signals, and generating a composite image or other complex outputs based on the reflected signals.
An exemplary PMUT device comprises a number of layers, including a piezoelectric layer of a material that generates a mechanical response to an applied electrical signal (e.g., to generate a desired ultrasonic output signal) and an electrical signal in response to an applied mechanical force (e.g., from a received reflected ultrasonic signal). The PMUT device may also include processing circuitry (e.g., an integrated processing layer) that includes signal paths and signal processing circuitry (e.g., amplifiers, filters, etc.) for providing and receiving the electrical signals to and from the piezoelectric layer. Electrical signals may be applied to and received from the piezoelectric layer by electrodes formed from a metal layer on opposite sides of the piezoelectric layer.
Processing circuitry utilized with PMUTs (e.g., transmit and/or receive circuits) can typically only accommodate PMUTs with capacitances below a certain value, with the capacitance limit varying depending on the PMUT and circuit design. Further, an increased capacitance may result in increased noise, even where the PMUT operation is otherwise favorable. This linkage between the PMUT mechanical design and electrical characteristics limits the PMUT designs that can be used, for example, the PMUT size, piezoelectric materials, and/or piezoelectric layer thickness. PMUT electrodes are formed from metal layers and are typically either as close to the center or as close to the edge of the PMUT membrane as possible, since these configurations are typically assumed to maximize sensitivity. Capacitance is typically reduced by reducing electrode size, increasing piezoelectric layer thickness, and/or changing piezoelectric materials. These traditional methods of reducing PMUT capacitance also affect the mechanical behavior of the PMUT device, such as the resonance frequency, modeshape, and static deflection.
In accordance with the present disclosure, the electrical and mechanical performance of the sensor are substantially decoupled, allowing favorable mechanical characteristics to be implemented without losing/altering those benefits to reduce capacitance, and resulting is significant improvements to sensor sensitivity (e.g., signal to noise ratio). In designs utilizing a differential PMUT and circuitry, electrical performance improves when the two electrodes are capacitance-matched. By matching capacitances in differential designs without requiring additional modifications to the mechanical design, the overall sensitivity of the differential sensor is substantially improved.
PMUT capacitance is reduced and tuned by patterning the metal (electrode) layer(s) to define specific areas of the piezoelectric layer (e.g., portions of the piezoelectric layer located between the patterned metal layer and another metal layer on the opposite side of the piezoelectric layer) to be inactive while other portions are active. The patterning may be performed by removing portions of the metal layer (e.g., a top metal layer) to electrically isolate the portions of the metal layer. Only some of the isolated portions are then connected to the associated processing circuitry or signals are selectively applied by the processing circuitry such that portions of the piezoelectric layer that are inactive and do not contribute to the transmission or reception of the ultrasonic signals. The corresponding inactive portions of the metal layer also do not contribute to the capacitance of the PMUT device.
The selection of the portions of the metal layer that are active and inactive may be based on the electromechanical transduction efficiency of the PMUT design. For example, the active metal portions and associated active piezoelectric portions may be selected in part based on the portions of the piezoelectric layer that have the highest transduction efficiency. This will vary with PMUT designs based on materials such as piezoelectric materials, layer thicknesses, other device component size and composition (e.g., of a PMUT membrane), board and component stresses, and other design parameters. The active metal layer sizing may further be patterned to achieve a desired reduction in capacitance and/or capacitance matching (e.g., for differential designs), which may scale in a predictable manner (e.g., with PMUT capacitance scaling linearly with electrode area and inversely with piezoelectric film thickness).
Processing circuitry 104 may include one or more components providing processing based on the requirements of the PMUT sensor system 100. In an exemplary PMUT system, this processing circuitry includes typical PMUT components such as transmit and receive circuitry (e.g., charge pumps, receivers, analog front-end, etc.) for communicating and processing ultrasonic signals. In some embodiments, processing circuitry 104 may include hardware control logic that may be integrated within a chip of a sensor (e.g., on a base substrate of a PMUT sensor 102 or other sensors 108, or on an adjacent portion of a chip to the PMUT sensor 102 or other sensors 108) to control the operation of the PMUT sensor 102 or other sensors 108 and perform aspects of processing for the PMUT sensor 102 or the other sensors 108. In some embodiments, the PMUT sensor 102 and other sensors 108 may include one or more registers that allow aspects of the operation of hardware control logic to be modified (e.g., by modifying a value of a register). In some embodiments, processing circuitry 104 may also include a processor such as a microprocessor that executes software instructions, e.g., that are stored in memory 106. The microprocessor may control the operation of the PMUT sensor 102 by interacting with the hardware control logic and processing signals received from PMUT sensor 102. The microprocessor may interact with other sensors 108 in a similar manner. In some embodiments, some or all of the functions of the processing circuitry 104, and in some embodiments, of memory 106, may be implemented on an application specific integrated circuit (“ASIC”) and/or a field programmable gate array (“FPGA”).
Although in some embodiments (not depicted in
In embodiments of the present disclosure, a PMUT device includes a piezoelectric layer located between two metal layers and over a PMUT membrane layer, although it will be understood that a PMUT as described herein may have other configurations, for example, including a membrane layer covering the metal and piezo layers. Further, in some embodiments a piezoelectric layer may cover other components, such as a surrounding die area of the PMUT device. The piezoelectric layer, based on the particular mechanical design and configuration, has differing transduction efficiencies at different regions of the piezoelectric layer. The configuration of the piezoelectric layer and the metal layers may be optimized such that the active piezoelectric regions (e.g., portions of the piezoelectric layer located between electrically active portions of the metal layer) correspond to those portions of the mechanical design having higher transduction efficiencies, for example, by removing portions of the piezoelectric layer and/or metal layers, and selectively connecting portions of the metal layers to active electrical signal paths for sending and receiving ultrasonic signals. In this manner, the mechanical design (e.g., resulting in a particular transduction efficiency profile for the piezoelectric layer) is decoupled from the electrical design (e.g., the particular configuration of active portions of the metal layer) in a manner that allows for efficient transmission and receiving of ultrasonic signals while limiting an overall capacitance between metal layers, and thus, substantially reducing noise associated with the PMUT capacitance and improving the signal-to-noise ratio of the PMUT sensor.
PMUT device 200 includes a PMUT membrane layer 202, a bottom metal layer 204, a piezoelectric layer 206, a top metal layer 208, and processing circuitry 210. The piezoelectric layer 206 is located between top metal layer 208 and bottom metal layer 204. The processing circuitry connects to top metal layer 208 and bottom metal layer 204 to provide for transmission of ultrasonic signals (e.g., by actively applying a signal to top metal layer 208 and/or bottom metal layer 204 to initiate a mechanical response of piezoelectric layer 206 between top metal layer 208 and bottom metal layer 204) and reception of ultrasonic signals (e.g., by receiving electrical signals generated by piezoelectric layer 206 between top metal layer 208 and bottom metal layer 204 in response to received signals such as acoustic signals). The entirety of piezoelectric layer 206 is active in PMUT device 200, resulting in a relatively large capacitor formed between top metal layer 208 and bottom metal layer 204. The configuration of PMUT device 200 results in a vibration modeshape based on the mechanical configuration of the components thereof (e.g., PMUT membrane layer 202, bottom metal layer 204, piezoelectric layer 206, and top metal layer 208) having differing transduction efficiency at different portions of the piezoelectric layer 206, but does not distinguish between active regions of the piezoelectric layer 206 to optimize the average transduction efficiency of the active regions, such that the metal layer electrode coverage is matched to the mechanical performance of the PMUT device 200.
PMUT device 250 is similar to PMUT device 200, with PMUT membrane layer 252 corresponding to PMUT membrane layer 202, bottom metal layer 254 corresponding to bottom metal layer 204, top metal layer 258 corresponding to top metal layer 208, and processing circuitry 260 corresponding to processing circuitry 210. PMUT device 250 includes a single piezoelectric layer 256 including an active piezoelectric layer region 256a located between top metal layer 258 and bottom metal layer 254 and an inactive piezoelectric layer region 256b surrounding active piezoelectric layer region 256a, and covering the entirety of the PMUT membrane layer 252. Because inactive piezoelectric layer region 256b is not located between respective top and bottom metal layers, it does not contribute to the overall capacitance of PMUT device 250, although it does contribute to the overall mechanical response and modeshape of PMUT device 250. Due to the lack of patterning on the piezoelectric layer, the piezoelectric layer cannot have a selectively patterned piezo response, preventing a full and complete optimization of the PMUT design that balances both mechanical response and capacitances. The configuration of PMUT device 250 results in a modeshape based on the mechanical configuration of the components thereof (e.g., PMUT membrane layer 252, bottom metal layer 254, piezoelectric layer portions 256a and 256b, and top metal layer 258) having differing transduction efficiency at different portions of the piezoelectric layer 256a-b, but merely selects a central portion of the piezoelectric layer as the active piezoelectric layer portion 256a, thus potentially failing to optimize for transduction efficiency (e.g., if the portions 256b of the piezoelectric layer were to have higher transduction efficiency) while still maintaining a fairly large capacitance and corresponding reduction in signal-to-noise ratio.
The piezoelectric layer may be a single layer including two separately shaded portions (e.g., depicted as contiguous in
The inactive piezoelectric layer portion 306b is inactive because the inactive top metal layer portion 308b is disconnected from processing circuitry 310, or in some embodiments, is connected to a signal that renders top metal layer portion 308b effectively inactive (e.g., a floating potential, high-impedance ground path, or a same potential or identical signal as bottom metal layer 304). In this manner, the size and shape of the portion piezoelectric layer that is active is selectable by patterning of the top metal layer, for example, in a manner that optimizes transduction efficiency while minimizing capacitance between the active top metal layer portion 308a and bottom metal layer 304. The mechanical performance of the PMUT device remains essentially the same while the overall capacitance is substantially reduced, resulting in an overall improvement in the signal-to-noise ratio for the sensor. In an example where the transduction efficiency is higher near the outside portion of the piezoelectric layer, or at multiple locations of the piezoelectric layer, the location of the active electrodes (e.g., based on the selection of the active portions of the metal layers) may be modified, for example, by connecting the top metal electrode layer portion 308b to the processing circuitry rather than the top metal electrode layer portion 308a. In such an embodiment, the piezoelectric layer portion 306b would be the active piezoelectric layer portion while the inactive piezoelectric portion 306a would not have an associated capacitance that contributes to PMUT noise.
PMUT device 400 includes a PMUT membrane layer 402, a bottom metal layer 404, a central piezoelectric layer portion 406a, an outer piezoelectric layer portion 406c, a central top metal layer portion 408a, an outer top metal layer portion 408c, and processing circuitry 410. The central piezoelectric layer portion 406a is located between central top metal layer portion 408a and bottom metal layer 404, each of which are connected to the processing circuitry such that the central piezoelectric portion 406a is active. The outer piezoelectric layer portion 406c is located between outer top metal layer portion 408c and bottom metal layer 404, each of which are connected to the processing circuitry such that the outer piezoelectric portion 406b is active. The signals provided by processing circuitry 410 to the respective central top metal layer portion 408a and outer top metal layer portion 408c are provided in a differential manner to facilitate differential transmission and reception of ultrasonic signals. The entirety of piezoelectric layer is active in PMUT device 400, resulting in a relatively large capacitor formed between top metal layer 408a/c and bottom metal layer 404. The configuration of PMUT device 400 results in a modeshape based on the mechanical configuration of the components thereof (e.g., PMUT membrane layer 402, bottom metal layer 404, piezoelectric layer 406a/c, and top metal layer 408c/b) having differing transduction efficiency at different portions of the piezoelectric layer, but does not distinguish between active regions of the piezoelectric layer to optimize the average transduction efficiency of the active regions, such that the metal layer electrode coverage is inherently linked to the mechanical performance of the PMUT device.
PMUT device 450 is similar to PMUT device 400, with PMUT membrane layer 452 corresponding to PMUT membrane layer 402, bottom metal layer 454 corresponding to bottom metal layer 404, top metal layer portions 458a and 458c corresponding to top metal layer potions 408a and 408c, and processing circuitry 460 corresponding to processing circuitry 410. PMUT device 450 includes a single piezoelectric layer 456 including active piezoelectric layer regions 456a and 456c located between top metal layer portions 458a/458c and bottom metal layer 454 and an inactive piezoelectric layer region 456b located between the active piezoelectric layer portions 456a and 456c. In this manner, inactive piezoelectric layer portion 456b provides a buffer between active piezoelectric layer portions 456a and 456c involved in differential transmission and reception. Because inactive piezoelectric layer region 456b is not located between respective top and bottom metal layers, it does not contribute to the overall capacitance of PMUT device 450, although it does contribute to the overall mechanical response and modeshape of PMUT device 450. The configuration of PMUT device 450 results in a modeshape based on the mechanical configuration of the components thereof (e.g., PMUT membrane layer 452, bottom metal layer 454, piezoelectric layer portions 456a-c, and top metal layer portions 458a/c) having differing transduction efficiency at different portions of the piezoelectric layer 456a-c, but merely selects central and outer portions of the piezoelectric layer as the active piezoelectric layer portions 456a and 456c, thus potentially failing to optimize for transduction efficiency while still maintaining a fairly large capacitance and corresponding reduction in signal-to-noise ratio.
The piezoelectric layer includes a central portion (e.g., including central active piezoelectric portion 506a and central inactive piezoelectric portion 506b, depicted as contiguous in the embodiment of
The inactive central piezoelectric layer portion 506b is inactive because the inactive central top metal layer portion 508b is disconnected from processing circuitry 510, or in some embodiments, is connected to a signal that renders top metal layer portion 508a effectively inactive (e.g., a floating potential, high-impedance ground path, or a same potential or identical signal as bottom metal layer 504). Similarly, inactive outer piezoelectric layer portion 506c is inactive because the inactive central top metal layer portion 508c is disconnected from processing circuitry 510. In this manner, the size and shape of the portions of the piezoelectric layer that is active is selectable by patterning of the top metal layer, for example, in a manner that optimizes transduction efficiency while minimizing capacitance between the active top metal layer and bottom metal layer. The mechanical performance of the PMUT device therefore remains essentially the same while the overall capacitance is substantially reduced, resulting in an overall improvement in the signal-to-noise ratio for the sensor. In an example where the transduction efficiency is higher near the outer portion of the central piezoelectric layer portion, the processing circuitry may be actively connected to outer top metal layer portion 508b such that outer piezoelectric region 506b is active. Similarly, in an example where the transduction efficiency is higher near the central portion of the outer piezoelectric layer portion, the processing circuitry may be actively connected to central top metal layer portion 508c such that central piezoelectric region 506c is active. Moreover, the sizing, locations, and configurations of the active top metal layer portions and piezoelectric layer portions may be selected such that transmission and receive response of the piezoelectric layer is matched for differential sensing, as well as to match the capacitances of the active portions for improved differential operation.
The transduction efficiency of a given piezoelectric region is determined by the local curvature (Laplacian) of the resonance vibration modeshape. The vibration modeshape can be affected by piezoelectric film coverage, device composition, size, film properties and stresses, etc. Accordingly, a selection of piezoelectric layer design and metal layer patterning may be determined based on a particular transduction efficiency pattern (e.g., modeshape) for a particular device, whether determined experimentally or through modelling. In the example transduction efficiency pattern 520 depicted in
As is depicted by transduction efficiency pattern 520, for the central piezoelectric layer region (e.g., corresponding to piezoelectric layer portions 506a and 506b) the transduction efficiency is relatively low within a first transduction efficiency region 522a closer to the center of the region and relatively high within a second transduction efficiency region 522b closer to a periphery of the region. Similarly, for the outer piezoelectric layer region (e.g., corresponding to piezoelectric layer portions 506c and 506d) the transduction efficiency is relatively low within a third transduction efficiency region 522c closer to the center of the region and relatively high within a fourth transduction efficiency region 522d closer to a periphery of the outer region. As between the higher transduction efficiency regions 522b and 522d, the fourth transduction efficiency region 522d may be more efficient than the third transduction efficiency region 522b. The sizing and selection of the active patterned top electrode layer portions (e.g., outer active top metal layer 508d and central active top metal layer 508b) may be determined to match both ultrasonic transmission and reception sensitivity based on both transduction efficiency pattern, as well as capacitance. For example, as depicted in
Whether a design has single or multiple (e.g., differential) active transmit and receive regions, a determination or estimate of the resonance vibration modeshape provides a means to optimize the PMUT device operation via patterning of one or more metal layers of the PMUT device. By patterning of one or more metal layers to select portions of the piezoelectric layer to be inactive, typically those with lower transduction efficiency, the overall modeshape of the PMUT is not disturbed or modified, while the overall capacitance of the PMUT device is substantially reduced. As a result, the mechanical (e.g., modeshape) performance of the PMUT device and the electrical (e.g., capacitance and transmission sensitivity) are decoupled and can be individually modified for overall signal-to-noise ratio optimization. This optimization can be performed for any suitable piezoelectric materials, material thickness, PMUT membrane types and materials, shapes, and other PMUT parameters, for example to first identify a desirable design and/or modeshape and then optimize electrical characteristics associated with that design and/or modeshape.
In the embodiment depicted in
It will be understood that depending on PMUT design, shape, material types (e.g., piezoelectric material, metal layer materials, etc.), material thicknesses, etc., a variety of vibration modeshape and capacitance conditions will be available. The present disclosure enables optimizing PMUT devices by combining any of the piezoelectric and/or metal layer patterning described herein. As an example, in the embodiment of
Embodiments depicted herein have shown circular PMUT devices with circles and surrounding annular ring regions arranged in concentric patterns. It will be understood that the present disclosure similarly applies to other PMUT device shapes and patterns, including but not limited to squares, rectangles, polygons, and other shapes. Further, active and inactive layers may be located in a variety of suitable locations and need not be arranged concentrically, although concentric shapes may be formed as desired for particular end-use applications.
Metal layer patterning, and particularly top metal layer patterning, may be relatively flexible compared to patterning of other layers such as the piezoelectric layer. Accordingly, as is depicted in
In some embodiments, active and inactive portions may be selected dynamically by the processing circuitry, for example, by selectively connecting metal layer portions to a particular signal such as a floating potential, ground, or other voltage that renders the metal layer portion and corresponding piezoelectric layer portion inactive. Such selection may provide for different transmission and reception characteristics from a single PMUT device, while retaining the advantage of removing portions of the top metal layer from the overall capacitance. For example, in any of the embodiments of
In the embodiments described herein, such as with respect to
The process starts at step 1002, where an initial PMUT physical configuration is determined. A PMUT physical configuration may be determined based on an end-use application and may be based on a variety of constraints such as desired transmission power, receive sensitivity, frequency response, resonance frequency, component size, fabrication processes, and power consumption. The PMUT physical configuration involves selection and sizing of materials such as metal layers, PMUT membrane layers, and piezoelectric layers, as well as connecting components and materials such as substrates. Once a PMUT physical configuration for the PMUT device is determined, the process may continue to step 1004.
At step 1004, the PMUT device is analyzed to determine the vibration modeshape. This analysis identifies portions of the PMUT device that have differing levels of transduction efficiency. Continuing to step 1006, high transduction efficiency portions of the piezoelectric layer are identified, providing a range of options for rendering portions of the piezoelectric layer inactive. The process may then continue to step 1008.
At step 1008 it may be determined whether the PMUT device design is a differential sensor design. If the design is not differential, the process may continue to step 1012. If the design is differential, processing may continue to step 1010 to balance the inactive and active portions between the respective differential piezoelectric layers of the PMUT device. In an example with a central circular piezoelectric layer region and a surrounding concentric annular ring piezoelectric layer region, the active metal layer coverage of each region may be selected to match closely in overall surface area (e.g., assuming identical materials and thicknesses) and thus match capacitance. The portions of the piezoelectric layer regions covered can then be selected to match overall sensitivity, which may include selecting only those areas with the highest transduction efficiency or in some embodiments may involve selections that match transmit and receive sensitivity. The process may then continue to step 1012.
At step 1012, the inactive portions of the piezoelectric layer may be selected to optimize PMUT device sensitivity. For example, portions of the piezoelectric layer associated with the highest transduction efficiency (e.g., greater than a threshold for a particular application) may be selected, such that lower transduction efficiency regions do not contribute to the overall PMUT device capacitance. The process may then continue to step 1014.
At step 1014, the metal layers are patterned to generate the desired distribution of active versus inactive piezoelectric layer portions. The patterning may be performed in a variety of suitable manners, such as removing material from a metal layer to create electrically isolated metal layer portions, with only the portions associated with the active piezoelectric layer portions connected to active electrical signals. Once the metal layers have been patterned, the process may end.
The foregoing description includes exemplary embodiments in accordance with the present disclosure. These examples are provided for purposes of illustration only, and not for purposes of limitation. It will be understood that the present disclosure may be implemented in forms different from those explicitly described and depicted herein and that various modifications, optimizations, and variations may be implemented by a person of ordinary skill in the present art, consistent with the following claims.
This application claims priority to U.S. Provisional Patent Application No. 63/530,560 entitled “PMUT With Partially Inactive Piezoelectric” and filed on Aug. 3, 2023, which is incorporated by reference herein in its entirety.
Number | Date | Country | |
---|---|---|---|
63530560 | Aug 2023 | US |