This application claims priority to PCT Application No. PCT/US2019/030743, filed on May 3, 2019 the contents of which is incorporated herein by reference in its entirety.
Certain example embodiments may relate to communication systems. For example, some example embodiments may relate to beamforming.
3rd Generation Partnership Project (3GPP) Release (Rel)-15 specifications provides support for beamforming, as well as downlink common control channels. However, due to the large number of reception (Rx) and transmission (Tx) antennas required to perform beamforming, support of Rx/Tx beamforming in terminal devices is only provided for a subset of the frequency ranges available for operation of new radio (NR). Specifically, Rx/Tx beamforming in terminal devices may only be available at the newly-added frequency ranges of FR2 (up to 52.6 GHz) and beyond 52.6 GHz. At these frequency ranges, beamforming may be primarily used to compensate for the increased free space loss. While FR2 is already supported by Rel-15, 3GPP is expected to support operation in frequencies above 52.6 GHz in future releases.
In accordance with some example embodiments, a method may include transmitting, by a network entity, at least one parameter configuration of a random access channel procedure to a user equipment. The method may further include receiving, by a network entity, at least one physical uplink shared channel part of a first random access channel message using at least one transmitter beam configuration. The method may further include upon detection of at least one preamble part of the first random access channel message, decoding, by the network entity, the physical uplink shared channel part of the first random access channel message and performing at least one channel quality measurement on at least one demodulation reference signal sequence transmitted on a number of selected transmitter beam configurations.
In accordance with some example embodiments, an apparatus may include means for transmitting at least one parameter configuration of a random access channel procedure to a user equipment. The apparatus may further include means for receiving at least one physical uplink shared channel part of a first random access channel message using at least one transmitter beam configuration. The apparatus may further include means for upon detection of at least one preamble part of the first random access channel message, decoding the physical uplink shared channel part of the first random access channel message and perform at least one channel quality measurement on at least one demodulation reference signal sequence transmitted on a number of selected transmitter beam configurations.
In accordance with some example embodiments, an apparatus may include at least one processor and at least one memory including computer program code. The at least one memory and the computer program code can be configured to, with the at least one processor, cause the apparatus to at least transmit at least one parameter configuration of a random access channel procedure to a user equipment. The at least one memory and the computer program code can be further configured to, with the at least one processor, cause the apparatus to at least receive at least one physical uplink shared channel part of a first random access channel message using at least one transmitter beam configuration. The at least one memory and the computer program code can be further configured to, with the at least one processor, cause the apparatus to at least upon detection of at least one preamble part of the first random access channel message, decode the physical uplink shared channel part of the first random access channel message and perform at least one channel quality measurement on at least one demodulation reference signal sequence transmitted on a number of selected transmitter beam configurations.
In accordance with some example embodiments, a non-transitory computer readable medium can be encoded with instructions that may, when executed in hardware, perform a method. The method may include transmitting at least one parameter configuration of a random access channel procedure to a user equipment. The method may further include receiving at least one physical uplink shared channel part of a first random access channel message using at least one transmitter beam configuration. The method may further include upon detection of at least one preamble part of the first random access channel message, decoding the physical uplink shared channel part of the first random access channel message and perform at least one channel quality measurement on at least one demodulation reference signal sequence transmitted on a number of selected transmitter beam configurations.
In accordance with some example embodiments, a computer program product may perform a method. The method may include transmitting, by a network entity, at least one parameter configuration of a random access channel procedure to a user equipment. The method may further include receiving, by a network entity, at least one physical uplink shared channel part of a first random access channel message using at least one transmitter beam configuration. The method may further include, upon detection of at least one preamble part of the first random access channel message, decoding, by the network entity, the physical uplink shared channel part of the first random access channel message and performing at least one channel quality measurement on at least one demodulation reference signal sequence transmitted on a number of selected transmitter beam configurations.
In accordance with some example embodiments, an apparatus may include circuitry configured to transmit at least one parameter configuration of a random access channel procedure to a user equipment. The circuitry may further receive at least one physical uplink shared channel part of a first random access channel message using at least one transmitter beam configuration. The circuitry may further, upon detection of at least one preamble part of the first random access channel message, decode the physical uplink shared channel part of the first random access channel message and perform at least one channel quality measurement on at least one demodulation reference signal sequence transmitted on a number of selected transmitter beam configurations.
In accordance with some example embodiments, a method may include receiving, by a user equipment, at least one procedure parameter configuration or a random access channel from a network entity. The method may further include selecting, by the user equipment, at least one beam configuration for the transmission of the preamble part and/or the physical uplink shared channel part of a first random access channel message. The method may further include performing, by the user equipment, beam sweeping by transmitting at least one physical uplink shared channel part of a first random access channel message using at least one transmitter beam.
In accordance with some example embodiments, an apparatus may include means for receiving at least one procedure parameter configuration or a random access channel from a network entity. The apparatus may further include means for selecting at least one beam configuration for the transmission of the preamble part and/or the physical uplink shared channel part of a first random access channel message. The apparatus may further include means for performing beam sweeping by transmitting at least one physical uplink shared channel part of a first random access channel message using at least one transmitter beam.
In accordance with some example embodiments, an apparatus may include at least one processor and at least one memory including computer program code. The at least one memory and the computer program code can be configured to, with the at least one processor, cause the apparatus to at least receive at least one 2-step RACH procedure parameter configuration from a network entity. The at least one memory and the computer program code can be further configured to, with the at least one processor, cause the apparatus to at least select at least one beam configuration for the transmission of the preamble part and/or the physical uplink shared channel part of a first random access channel message. The at least one memory and the computer program code can be further configured to, with the at least one processor, cause the apparatus to at least perform beam sweeping by transmitting at least one physical uplink shared channel part of a first random access channel message using at least one transmitter beam.
In accordance with some example embodiments, a non-transitory computer readable medium can be encoded with instructions that may, when executed in hardware, perform a method. The method may include receiving at least one procedure parameter configuration or a random access channel from a network entity. The method may further include selecting at least one beam configuration for the transmission of the preamble part and/or the physical uplink shared channel part of a first random access channel message. The method may further include perform beam sweeping by transmitting at least one physical uplink shared channel part of a first random access channel message using at least one transmitter beam.
In accordance with some example embodiments, a computer program product may perform a method. The method may include receiving at least one procedure parameter configuration or a random access channel from a network entity. The method may further include selecting at least one beam configuration for the transmission of the preamble part and/or the physical uplink shared channel part of a first random access channel message. The method may further include perform beam sweeping by transmitting at least one physical uplink shared channel part of a first random access channel message using at least one transmitter beam.
In accordance with some example embodiments, an apparatus may include circuitry configured to receive at least one procedure parameter configuration or a random access channel from a network entity. The circuitry may further select at least one beam configuration for the transmission of the preamble part and/or the physical uplink shared channel part of a first random access channel message. The circuitry may further perform beam sweeping by transmitting at least one physical uplink shared channel part of a first random access channel message using at least one transmitter beam.
For proper understanding of this disclosure, reference should be made to the accompanying drawings, wherein:
3GPP RP-182894 is intended to examine the 2-step RACH procedure, in particular, the channel structure for msgA, including the mapping between the PRACH preamble and the time-frequency resources of PUSCH in msgA and demodulation reference signal (DMRS). In particular, the channel structure of msgA may be a preamble and PUSCH-carrying payload, such as RANI. The Rel-15 PRACH preamble may be reused, as well as the PUSCH including Rel-15 DMRS for transmission of msgA payload. However, this may only prevent the introduction of new DMRS sequences to support operations with advanced receivers at the base station, while modifications and enhancements to the 4-way legacy DMRS sequences may be mapped to the time-frequency resources of PUSCH in msgA may still be permitted.
The usage of these higher frequency ranges may be enabled by communication with highly directional beams at both the base station and at the user equipment (UE), which may compensate for large free space loss. Beamforming capabilities at the terminal device may require training of the Tx beams at the UE. As the carrier frequency of the communication increases and the Tx beams becomes narrower, the number of possible beams to be trained also significantly increases.
Phases P-2 and P-3 require further signaling exchanges outside of the 2-step and 4-step RACH procedure. In addition, this procedure may be reiterated several times to increase the accuracy of the Rx/Tx between the base station and the UE. However, with vary narrow beams and a large degree of freedom in the spatial domain, the Rx/Tx beam alignment procedure may be expensive, in terms of both overhead and latency. This is due to requiring the transmission of probe signal in multiple directions at both ends of the communication link.
Institute of Electrical and Electronics Engineers (IEEE) standard 802.11 ad/ay discusses two steps: a sector level sweep (SLS) and a beam refinement phase (BRP). The SLS procedure for Rx/Tx beam training performed in the beacon header interval. The procedure may be repeated periodically for all connected terminals, and as such, represents a constant overhead. During the SLS procedure, an initiator, such as access point (AP), may transmits at least one sector sweep (SSW) frame across up to 128 sectors. Each SSW frame has its own identification. Responders, such as a mobile stations (STA), may listen in a quasi-omni directional mode. Each responder may transmit its SSW frames using random backoffs. SSW frames transmitted by the responders may contain the ID of the initiator's optimal sector/beam. The initiator may then send SSW feedback frames with the responder's best ID.
Following the SLS procedure, the initiator and the responders may go through a BRP for fine retuning of the beams. The BRP procedure is similar to the SLS procedure, with the initiator transmitting a training sequence in the identified Rx direction. The responder also transmits a training sequence in the identified Rx direction, including feedback related to the initiator's training sequence. Finally, the initiator responds with feedback on the responder's training sequence.
However, the 802.11 ad/ay standard requires transmission of probe signals in many directions at both ends of the communication link, before communications between the AP and the STA begin. In addition, the UE waits to perform Tx beam training procedure until it has entered a RRC connected mode. This is the assumption in Rel-15 NR, which supports a coarse training of the gNB Tx beams during the RACH procedure by the UE indicating the best received synchronization signal block (SSB) via preamble selection. However, for training of the UE Tx beams, it is required that the UE enters RRC connected mode to be allocated specific uplink reference signals.
With initial beam selection in NR Rel-15, the UE may determine the wider beam according to the identified direction of arrival (DoA) of the strongest SSB beam from the gNB, and transmit MsgA in the corresponding direction (phase P-1 illustrated in
Certain example embodiments described herein may have various benefits and/or advantages. For example, some example embodiments may include a UE providing beam sweeping information as part of the RAP, including at least N best UE Tx refined beams within the strongest SSB beam that is selected for the transmission of the preamble. In this manner, Tx beam refinement may be performed faster and with fewer resources. Furthermore, this 2-step RACH procedure may reduce latency and overall signaling overhead. Some embodiments may also reduce the delay of the Tx beam refinement procedure. Thus, certain example embodiments are directed to improvements in computer-related technology, specifically, by conserving network resources and reducing power consumption of network entities and/or user equipment located within the network.
In step 601, NE 620 may transmit at least one procedure parameter configuration for a random access channel to UE 630. The at least one parameter configuration may be a SSB sweep, informing UE 630 of the coverage via a remaining minimum system information RMSI (SIB1) of the at least one parameter configuration of the random access channel procedure. In some embodiments, the at least one parameter configuration may include at least one indication of a number of DMRS that may be included in the MsgA for beam refinement. In some embodiments, the DMRS may be an uplink transmission beam refinement DMRS, such as front-loaded (
Additionally or alternatively, NE 620 may transmit, as part of the system information, whether UE 630 should send the DMRS sequence for assisting NE 620 in decoding the PUSCH in MsgA or not. In the latter case, NE 620 may be configured to perform the decoding of PUSCH aided by the Tx beam configurations of the DMRS, based on network capabilities.
In step 603, UE 630 may select at least one beam configuration for the transmission of the preamble part and/or the physical uplink shared channel part of a first random access channel message, which may be associated with at least one legacy mechanism. In some embodiments, the selection may be performed using standardized and/or UE implementation-specific mechanisms.
In step 605, UE 630 may select N indicated Tx beam configurations for the transmission of the DMRS part of MsgA. In certain embodiments, at least N Tx beam configurations for the transmission of the DMRS part of MsgA may have narrower beam-widths as compared with the Tx beam configuration for the transmission of the preamble part and the PUSCH part of MsgA.
In step 607, UE 630 may transmit at least one physical uplink shared channel part of a first random access channel message using at least one transmitter beam configuration to NE 620. In some embodiments, the transmission may be according to the PRACH configuration signaled in system information and/or to standardized procedures using the at least one determined Tx beam configuration. In some embodiments, the N Tx beam configurations may be non-overlapping or at least only partially overlapping, may have narrow beam width as compared to the Tx beam configuration used for the transmission of the preamble part of msgA, and/or all together may have approximately the same angular spread as the Tx beam configuration used for the transmission of the preamble part of msgA.
In step 609, UE 630 may perform beam sweeping during the transmission of the DMRS part of the MsgA, which may be associated with the N Tx beam configurations. In some embodiments, the beam performing may sequentially transmit the DMRS sequences using the determined N Tx beam configurations. Additionally, the frequency and time resources for the transmission of the DMRS part of MsgA may also be determined based on the PRACH configuration signaled in the system information and standardized procedures. In some embodiments, a separation between subsequent DMRS transmissions may be configured to allow for the required time to change the Tx beam configuration, such as a gap before the transmission of the first DMRS using the first of N Tx beam configurations and a gap after the transmission of the last DMRS using the last of N Tx beam configurations.
In step 611, UE 630 may transmit at least one physical uplink shared channel part of a first random access channel message using at least one transmitter beam. In some embodiments, the PUSCH part of MsgA may comprise at least one DMRS sequence. In some embodiments, the PUSCH part may also include at least one DMRS sequence for assisting the NE 620 with channel estimation and decoding of the data part of the PUSCH transmission.
In step 613, NE 620 may, upon detection of at least one preamble part of the first random access channel message, begin decoding the physical uplink shared channel part of the first random access channel message and perform at least one channel quality measurement on at least one demodulation reference signal sequence transmitted on a number of selected transmitter beam configurations. NE 620 may perform at least one measurement on each of the reference signals received from UE 630 in the DMRS part of MsgA using N different Tx beam configurations. NE 620 may use these measurements to perform channel estimation and decode the data part of MsgA. Additionally or alternatively, NE 620 may use the DMRS sequence transmitted as part of the PUSCH portion of MsgA. NE 620 may then determine the channel quality in correspondence of each of the reference signals transmitted by UE 630 in the DMRS part of MsgA using N different Tx beam configurations.
In step 615, NE 620 may transmit at least one indication of feedback on the at least one channel quality measurement to the user equipment in a second random access channel message of the random access channel procedure to UE 630. In some embodiments, the at least one indication of feedback comprises at least one indication that the Tx beam configuration is associated with the best channel quality.
In some embodiments, NE 620 may signal the maximum number, M, of Tx beam configurations for the transmission of the DMRS part of MsgA in the system information, allowing UE 630 to determine how many to select among them. In this case, UE may select T∈[1 . . . M] Tx beam configurations, and transmit only T reference signals in the DMRS part of MsgA. In this case, NE 620 may only detect how many Tx beam configurations, and DMRS sequences, UE 630 has transmitted.
Additionally or alternatively, the NE may transmit, as part of the system information, whether the UE should send the DMRS sequence for assisting the NE in decoding the PUSCH in MsgA or not. In the latter case, the NE may be configured to perform the decoding of PUSCH aided by the Tx beam configurations of the DMRS, based on network capabilities.
In step 703, the NE may receive the preamble part of MsgA using the Tx beam configuration from the user equipment. In some embodiments, the transmission may be according to the PRACH configuration signaled in system information and/or to standardized procedures using the at least one determined Tx beam configuration. In some embodiments, the N Tx beam configurations may be non-overlapping or at least only partially overlapping, may have narrow beam width as compared to the Tx beam configuration used for the transmission of the preamble part of msgA, and/or all together may have approximately the same angular spread as the Tx beam configuration used for the transmission of the preamble part of msgA.
In step 705, the NE may receive at least one physical uplink shared channel part of a first random access channel message using at least one transmitter beam configuration. In some embodiments, the PUSCH part of MsgA may comprise at least one DMRS sequence. In some embodiments, the PUSCH part may also include at least one DMRS sequence for assisting the NE with channel estimation and decoding of the data part of the PUSCH transmission.
In step 707, the network entity may, upon detection of at least one preamble part of the first random access channel message, begin decoding the physical uplink shared channel part of the first random access channel message and perform at least one channel quality measurement on at least one demodulation reference signal sequence transmitted on a number of selected transmitter beam configurations. The NE may perform at least one measurement on each of the reference signals received from the UE in the DMRS part of MsgA using N different Tx beam configurations. The NE may use these measurements to perform channel estimation and decode the data part of MsgA. Additionally or alternatively, the NE may use the DMRS sequence transmitted as part of the PUSCH portion of MsgA. The NE may then determine the channel quality in correspondence of each of the reference signals transmitted by the UE in the DMRS part of MsgA using N different Tx beam configurations.
In step 709, the NE may transmit at least one indication of feedback on the at least one channel quality measurement to the user equipment in a second random access channel message of the random access channel procedure. In some embodiments, the at least one indication of feedback comprises at least one indication that the Tx beam configuration is associated with the best channel quality.
In some embodiments, the NE may signal the maximum number, M, of Tx beam configurations for the transmission of the DMRS part of MsgA in the system information, allowing the UE to determine how many to select among them. In this case, UE may select T∈[1 . . . M] Tx beam configurations, and transmit only T reference signals in the DMRS part of MsgA. In this case, the NE may only detect how many Tx beam configurations, and DMRS sequences, the UE has transmitted.
Additionally or alternatively, the UE may transmit, as part of the system information, an indication of whether the UE should send the DMRS sequence for assisting the NE in decoding the PUSCH in MsgA or not. In the latter case, the NE may be configured to perform the decoding of PUSCH aided by the Tx beam configurations of the DMRS, based on network capabilities.
In step 803, the UE may select at least one beam configuration for the transmission of the preamble part and/or the physical uplink shared channel part of a first random access channel message, which may be associated with at least one legacy mechanism. In some embodiments, the selection may be performed using standardized and/or UE implementation-specific mechanisms.
In step 805, the UE may select N indicated Tx beam configurations for the transmission of the DMRS part of MsgA. In certain embodiments, at least N Tx beam configurations for the transmission of the DMRS part of MsgA may have narrower beam-widths as compared with the Tx beam configuration for the transmission of the preamble part and the PUSCH part of MsgA.
In step 807, the UE may transmit the preamble part of MsgA using the Tx beam configuration to the NE. In some embodiments, the transmission may be according to the PRACH configuration signaled in system information and/or to standardized procedures using the at least one determined Tx beam configuration. In some embodiments, the N Tx beam configurations may be non-overlapping or at least only partially overlapping, may have narrow beam width as compared to the Tx beam configuration used for the transmission of the preamble part of msgA, and/or all together may have approximately the same angular spread as the Tx beam configuration used for the transmission of the preamble part of msgA.
In step 809, the UE may perform beam sweeping during the transmission of the DMRS part of the MsgA, which may be associated with the N Tx beam configurations. In some embodiments, the beam performing may sequentially transmit the DMRS sequences using the determined N Tx beam configurations. Additionally, the frequency and time resources for the transmission of the DMRS part of MsgA may also be determined based on the PRACH configuration signaled in the system information and standardized procedures. In some embodiments, a separation between subsequent DMRS transmissions may be configured to allow for the required time to change the Tx beam configuration, such as a gap before the transmission of the first DMRS using the first of N Tx beam configurations and a gap after the transmission of the last DMRS using the last of N Tx beam configurations.
In step 811, the UE may transmit at least one physical uplink shared channel part of a first random access channel message using at least one transmitter beam. In some embodiments, the PUSCH part of MsgA may comprise at least one DMRS sequence. In some embodiments, the PUSCH part may also include at least one DMRS sequence for assisting the NE with channel estimation and decoding of the data part of the PUSCH transmission.
In step 813, the UE may receive at least one indication of feedback on the at least one channel quality measurement to the user equipment in a second random access channel message of the random access channel procedure. In some embodiments, the at least one indication of feedback may comprise at least one indication that the Tx beam configuration is associated with the best channel quality.
In some embodiments, the NE may signal the maximum number, M, of Tx beam configurations for the transmission of the DMRS part of MsgA in the system information, allowing the UE to determine how many to select among them. In this case, UE may select T∈[1 . . . M] Tx beam configurations, and transmit only T reference signals in the DMRS part of MsgA. In this case, the NE may only detect how many Tx beam configurations, and DMRS sequences, the UE has transmitted.
Some embodiments may relate to preamble-based UL beam refinement. For example, when a first random access channel message, such as MsgA, PRACH preamble format has a short duration, such as preamble format A1, and when the first random access channel message PUSCH format has a payload of 72 bits, the coverage of the first random access channel message PRACH may be about 3 dB worse than that of the first random access channel message PUSCH.
To improve coverage for a first random access channel message PRACH, narrower uplink transmission beams may be used to transmit first random access channel message PRACH, causing the coverage to improve by the increase of the antenna gain. Furthermore, transmitting multiple narrow beams for first random access channel message PRACH may provide an opportunity for uplink transmission beam refinement, as illustrated in
In step 1209, UE 1230 may transmit at least one first random access channel message, such as MsgA, PUSCH to NE 1220 using at least one wide beam covering each of the at least one narrow uplink transmission beams. In step 1211, NE 1220 may detect at least one PRACH preamble transmitted from UE 1230. In step 1213, NE 1220 may identify at least one uplink transmission beam exceeding at least one predefined quality threshold. In step 1215, NE 1220 may receive at least one corresponding first random access channel message PUSCH. In step 1217, NE 1220 may transmit at least one indication to UE 1230 indicating the identified at least one uplink transmission beam exceeding at least one predefined quality threshold. In step 1219, UE 1230 may transmit at least one subsequent transmission, such as MsgC, using the identified at least one uplink transmission beam exceeding at least one predefined quality threshold.
In step 1411, the UE may transmit at least one corresponding first random access channel message PUSCH to the NE. In step 1413, the UE may receive at least one indication from the NE indicating the identified at least one uplink transmission beam exceeding at least one predefined quality threshold. In step 1415, the UE may transmit at least one subsequent transmission, such as MsgC, using the identified at least one uplink transmission beam exceeding at least one predefined quality threshold to the NE.
Network entity 1510 may be one or more of a base station, such as an evolved node B (eNB) or 5G or New Radio node B (gNB), a serving gateway, a server, and/or any other access node or combination thereof. Furthermore, network entity 1510 and/or user equipment 1520 may be one or more of a citizens broadband radio service device (CBSD).
User equipment 1520 may include one or more of a mobile device, such as a mobile phone, smart phone, personal digital assistant (PDA), tablet, or portable media player, digital camera, pocket video camera, video game console, navigation unit, such as a global positioning system (GPS) device, desktop or laptop computer, single-location device, such as a sensor or smart meter, or any combination thereof.
One or more of these devices may include at least one processor, respectively indicated as 1511 and 1521. Processors 1511 and 1521 may be embodied by any computational or data processing device, such as a central processing unit (CPU), application specific integrated circuit (ASIC), or comparable device. The processors may be implemented as a single controller, or a plurality of controllers or processors.
At least one memory may be provided in one or more of devices indicated at 1512 and 1522. The memory may be fixed or removable. The memory may include computer program instructions or computer code contained therein. Memories 1512 and 1522 may independently be any suitable storage device, such as a non-transitory computer-readable medium. A hard disk drive (HDD), random access memory (RAM), flash memory, or other suitable memory may be used. The memories may be combined on a single integrated circuit as the processor, or may be separate from the one or more processors. Furthermore, the computer program instructions stored in the memory and which may be processed by the processors may be any suitable form of computer program code, for example, a compiled or interpreted computer program written in any suitable programming language. Memory may be removable or non-removable.
Processors 1511 and 1521 and memories 1512 and 1522 or a subset thereof, may be configured to provide means corresponding to the various blocks of
As shown in
The memory and the computer program instructions may be configured, with the processor for the particular device, to cause a hardware apparatus such as user equipment to perform any of the processes described below (see, for example,
In certain embodiments, an apparatus may include circuitry configured to perform any of the processes or functions illustrated in
The features, structures, or characteristics of certain example embodiments described throughout this specification may be combined in any suitable manner in one or more example embodiments. For example, the usage of the phrases “certain example embodiments,” “some example embodiments,” “other example embodiments,” or other similar language, throughout this specification refers to the fact that a particular feature, structure, or characteristic described in connection with the example embodiment may be included in at least one example embodiment of the present invention. Thus, appearance of the phrases “in certain example embodiments,” “in some example embodiments,” “in other example embodiments,” or other similar language, throughout this specification does not necessarily refer to the same group of example embodiments, and the described features, structures, or characteristics may be combined in any suitable manner in one or more example embodiments.
One having ordinary skill in the art will readily understand that certain example embodiments discussed above may be practiced with steps in a different order, and/or with hardware elements in configurations which are different than those which are disclosed. Therefore, it would be apparent to those of skill in the art that certain modifications, variations, and alternative constructions would be apparent, while remaining within the spirit and scope of the invention. In order to determine the metes and bounds of the invention, therefore, reference should be made to the appended claims.
Filing Document | Filing Date | Country | Kind |
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PCT/US2019/030743 | 5/3/2019 | WO |
Publishing Document | Publishing Date | Country | Kind |
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WO2020/226611 | 11/12/2020 | WO | A |
Number | Name | Date | Kind |
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20150003343 | Li | Jan 2015 | A1 |
20170367120 | Murray | Dec 2017 | A1 |
20180176958 | Islam et al. | Jun 2018 | A1 |
20190281635 | Kwak | Sep 2019 | A1 |
20190306888 | Takeda | Oct 2019 | A1 |
20190379431 | Park | Dec 2019 | A1 |
20200015273 | Zhang | Jan 2020 | A1 |
20200112993 | Tsai | Apr 2020 | A1 |
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20220295570 A1 | Sep 2022 | US |