The present disclosure relates generally to wireless communication systems and, more specifically, the present disclosure relates to estimating channel state information in advanced multi input multi output (MIMO) antenna systems for cellular communications.
5th generation (5G) or new radio (NR) mobile communications is recently gathering increased momentum with all the worldwide technical activities on the various candidate technologies from industry and academia. The candidate enablers for the 5G/NR mobile communications include massive antenna technologies, from legacy cellular frequency bands up to high frequencies, to provide beamforming gain and support increased capacity, new waveform (e.g., a new radio access technology (RAT)) to flexibly accommodate various services/applications with different requirements, new multiple access schemes to support massive connections, and so on.
The present disclosure relates to wireless communication systems and, more specifically, the present disclosure relates to support estimating channel state information in advanced MIMO antenna systems for cellular communications.
In one embodiment, a base station (BS) is provided. The BS comprises a processor configured to generate first configuration information including a set of sounding reference signal (SRS) resources each of which is associated with an SRS-path loss reference signal. The BS further comprises a transceiver operably coupled to the processor, the transceiver configured to: transmit, to a user equipment (UE), the first configuration information, and receive an SRS based on the first configuration information. The processor of the BS is further configured to select, based on the SRS and the first configuration information, a subset of the set of SRS resources, and generate second configuration information including the subset of the set of SRS resources.
In another embodiment, a method of a BS is provided. The method comprises: generating first configuration information including a set of SRS resources each of which is associated with an SRS-path loss reference signal; transmitting, to a UE, the first configuration information; receiving an SRS based on the first configuration information; selecting, based on the SRS and the first configuration information, a subset of the set of SRS resources; and generating second configuration information including the subset of the set of SRS resources.
In yet another embodiment, a UE is provided. The UE comprises a transceiver configured to receive, from a BS, first configuration information. The UE further comprises a processor operably coupled to the transceiver, the processor configured to identify the first configuration information including a set of SRS resources each of which is associated with an SRS-path loss reference signal for transmitting an SRS. The transceiver of the UE is further configured to transmit, to the BS, the SRS based on the first configuration information, a subset of the set of SRS resources is selected based on the SRS and the first configuration information, and second configuration information including the subset of the set of SRS resources is identified based on subset of the set of SRS resources.
Other technical features may be readily apparent to one skilled in the art from the following figures, descriptions, and claims.
Before undertaking the DETAILED DESCRIPTION below, it may be advantageous to set forth definitions of certain words and phrases used throughout this patent document. The term “couple” and its derivatives refer to any direct or indirect communication between two or more elements, whether or not those elements are in physical contact with one another. The terms “transmit,” “receive,” and “communicate,” as well as derivatives thereof, encompass both direct and indirect communication. The terms “include” and “comprise,” as well as derivatives thereof, mean inclusion without limitation. The term “or” is inclusive, meaning and/or. The phrase “associated with,” as well as derivatives thereof, means to include, be included within, interconnect with, contain, be contained within, connect to or with, couple to or with, be communicable with, cooperate with, interleave, juxtapose, be proximate to, be bound to or with, have, have a property of, have a relationship to or with, or the like. The term “controller” means any device, system, or part thereof that controls at least one operation. Such a controller may be implemented in hardware or a combination of hardware and software and/or firmware. The functionality associated with any particular controller may be centralized or distributed, whether locally or remotely. The phrase “at least one of,” when used with a list of items, means that different combinations of one or more of the listed items may be used, and only one item in the list may be needed. For example, “at least one of: A, B, and C” includes any of the following combinations: A, B, C, A and B, A and C, B and C, and A and B and C.
Moreover, various functions described below can be implemented or supported by one or more computer programs, each of which is formed from computer readable program code and embodied in a computer readable medium. The terms “application” and “program” refer to one or more computer programs, software components, sets of instructions, procedures, functions, objects, classes, instances, related data, or a portion thereof adapted for implementation in a suitable computer readable program code. The phrase “computer readable program code” includes any type of computer code, including source code, object code, and executable code. The phrase “computer readable medium” includes any type of medium capable of being accessed by a computer, such as read only memory (ROM), random access memory (RAM), a hard disk drive, a compact disc (CD), a digital video disc (DVD), or any other type of memory. A “non-transitory” computer readable medium excludes wired, wireless, optical, or other communication links that transport transitory electrical or other signals. A non-transitory computer readable medium includes media where data can be permanently stored and media where data can be stored and later overwritten, such as a rewritable optical disc or an erasable memory device.
Definitions for other certain words and phrases are provided throughout this patent document. Those of ordinary skill in the art should understand that in many if not most instances, such definitions apply to prior as well as future uses of such defined words and phrases.
For a more complete understanding of the present disclosure and its advantages, reference is now made to the following description taken in conjunction with the accompanying drawings, in which like reference numerals represent like parts:
To meet the demand for wireless data traffic having increased since deployment of 4G communication systems and to enable various vertical applications, 5G/NR communication systems have been developed and are currently being deployed. The 5G/NR communication system is considered to be implemented in higher frequency (mmWave) bands, e.g., 28 GHz or 60 GHz bands, so as to accomplish higher data rates or in lower frequency bands, such as 6 GHz, to enable robust coverage and mobility support. To decrease propagation loss of the radio waves and increase the transmission distance, the beamforming, massive MIMO, full dimensional MIMO (FD-MIMO), array antenna, an analog beam forming, large scale antenna techniques are discussed in 5G/NR communication systems.
In addition, in 5G/NR communication systems, development for system network improvement is under way based on advanced small cells, cloud radio access networks (RANs), ultra-dense networks, device-to-device (D2D) communication, wireless backhaul, moving network, cooperative communication, coordinated multi-points (CoMP), reception-end interference cancelation and the like.
The discussion of 5G systems and frequency bands associated therewith is for reference as certain embodiments of the present disclosure may be implemented in 5G systems. However, the present disclosure is not limited to 5G systems, or the frequency bands associated therewith, and embodiments of the present disclosure may be utilized in connection with any frequency band. For example, aspects of the present disclosure may also be applied to deployment of 5G communication systems, 6G or even later releases which may use terahertz (THz) bands.
As shown in
The gNB 102 provides wireless broadband access to the network 130 for a first plurality of user equipments (UEs) within a coverage area 120 of the gNB 102. The first plurality of UEs includes a UE 111, which may be located in a small business; a UE 112, which may be located in an enterprise; a UE 113, which may be a WiFi hotspot; a UE 114, which may be located in a first residence; a UE 115, which may be located in a second residence; and a UE 116, which may be a mobile device, such as a cell phone, a wireless laptop, a wireless PDA, or the like. The gNB 103 provides wireless broadband access to the network 130 for a second plurality of UEs within a coverage area 125 of the gNB 103. The second plurality of UEs includes the UE 115 and the UE 116. In some embodiments, one or more of the gNBs 101-103 may communicate with each other and with the UEs 111-116 using 5G/NR, long term evolution (LTE), long term evolution-advanced (LTE-A), WiMAX, WiFi, or other wireless communication techniques.
Depending on the network type, the term “base station” or “BS” can refer to any component (or collection of components) configured to provide wireless access to a network, such as transmit point (TP), transmit-receive point (TRP), an enhanced base station (eNodeB or eNB), a 5G/NR base station (gNB), a macrocell, a femtocell, a WiFi access point (AP), or other wirelessly enabled devices. Base stations may provide wireless access in accordance with one or more wireless communication protocols, e.g., 5G/NR 3rd generation partnership project (3GPP) NR, long term evolution (LTE), LTE advanced (LTE-A), high speed packet access (HSPA), Wi-Fi 802.11a/b/g/n/ac, etc. For the sake of convenience, the terms “BS” and “TRP” are used interchangeably in this patent document to refer to network infrastructure components that provide wireless access to remote terminals. Also, depending on the network type, the term “user equipment” or “UE” can refer to any component such as “mobile station,” “subscriber station,” “remote terminal,” “wireless terminal,” “receive point,” or “user device.” For the sake of convenience, the terms “user equipment” and “UE” are used in this patent document to refer to remote wireless equipment that wirelessly accesses a BS, whether the UE is a mobile device (such as a mobile telephone or smartphone) or is normally considered a stationary device (such as a desktop computer or vending machine).
Dotted lines show the approximate extents of the coverage areas 120 and 125, which are shown as approximately circular for the purposes of illustration and explanation only. It should be clearly understood that the coverage areas associated with gNBs, such as the coverage areas 120 and 125, may have other shapes, including irregular shapes, depending upon the configuration of the gNBs and variations in the radio environment associated with natural and man-made obstructions.
As described in more detail below, one or more of the UEs 111-116 include circuitry, programing, or a combination thereof, for estimating channel state information in advanced MIMO antenna systems for cellular communications. In certain embodiments, and one or more of the gNBs 101-103 includes circuitry, programing, or a combination thereof, for estimating channel state information in advanced MIMO antenna systems for cellular communications.
Although
As shown in
The transceivers 210a-210n receive, from the antennas 205a-205n, incoming RF signals, such as signals transmitted by UEs in the network 100. The transceivers 210a-210n down-convert the incoming RF signals to generate IF or baseband signals. The IF or baseband signals are processed by receive (RX) processing circuitry in the transceivers 210a-210n and/or controller/processor 225, which generates processed baseband signals by filtering, decoding, and/or digitizing the baseband or IF signals. The controller/processor 225 may further process the baseband signals.
Transmit (TX) processing circuitry in the transceivers 210a-210n and/or controller/processor 225 receives analog or digital data (such as voice data, web data, e-mail, or interactive video game data) from the controller/processor 225. The TX processing circuitry encodes, multiplexes, and/or digitizes the outgoing baseband data to generate processed baseband or IF signals. The transceivers 210a-210n up-converts the baseband or IF signals to RF signals that are transmitted via the antennas 205a-205n.
The controller/processor 225 can include one or more processors or other processing devices that control the overall operation of the gNB 102. For example, the controller/processor 225 could control the reception of UL channel signals and the transmission of DL channel signals by the transceivers 210a-210n in accordance with well-known principles. The controller/processor 225 could support additional functions as well, such as more advanced wireless communication functions. For instance, the controller/processor 225 could support beam forming or directional routing operations in which outgoing/incoming signals from/to multiple antennas 205a-205n are weighted differently to effectively steer the outgoing signals in a desired direction. Any of a wide variety of other functions could be supported in the gNB 102 by the controller/processor 225.
The controller/processor 225 is also capable of executing programs and other processes resident in the memory 230, such as processes for estimating channel state information in advanced MIMO antenna systems for cellular communications. The controller/processor 225 can move data into or out of the memory 230 as required by an executing process.
The controller/processor 225 is also coupled to the backhaul or network interface 235. The backhaul or network interface 235 allows the gNB 102 to communicate with other devices or systems over a backhaul connection or over a network. The interface 235 could support communications over any suitable wired or wireless connection(s). For example, when the gNB 102 is implemented as part of a cellular communication system (such as one supporting 5G/NR, LTE, or LTE-A), the interface 235 could allow the gNB 102 to communicate with other gNBs over a wired or wireless backhaul connection. When the gNB 102 is implemented as an access point, the interface 235 could allow the gNB 102 to communicate over a wired or wireless local area network or over a wired or wireless connection to a larger network (such as the Internet). The interface 235 includes any suitable structure supporting communications over a wired or wireless connection, such as an Ethernet or transceiver.
The memory 230 is coupled to the controller/processor 225. Part of the memory 230 could include a RAM, and another part of the memory 230 could include a Flash memory or other ROM.
Although
As shown in
The transceiver(s) 310 receives from the antenna 305, an incoming RF signal transmitted by a gNB of the network 100. The transceiver(s) 310 down-converts the incoming RF signal to generate an intermediate frequency (IF) or baseband signal. The IF or baseband signal is processed by RX processing circuitry in the transceiver(s) 310 and/or processor 340, which generates a processed baseband signal by filtering, decoding, and/or digitizing the baseband or IF signal. The RX processing circuitry sends the processed baseband signal to the speaker 330 (such as for voice data) or is processed by the processor 340 (such as for web browsing data).
TX processing circuitry in the transceiver(s) 310 and/or processor 340 receives analog or digital voice data from the microphone 320 or other outgoing baseband data (such as web data, e-mail, or interactive video game data) from the processor 340. The TX processing circuitry encodes, multiplexes, and/or digitizes the outgoing baseband data to generate a processed baseband or IF signal. The transceiver(s) 310 up-converts the baseband or IF signal to an RF signal that is transmitted via the antenna(s) 305.
The processor 340 can include one or more processors or other processing devices and execute the OS 361 stored in the memory 360 in order to control the overall operation of the UE 116. For example, the processor 340 could control the reception of DL channel signals and the transmission of UL channel signals by the transceiver(s) 310 in accordance with well-known principles. In some embodiments, the processor 340 includes at least one microprocessor or microcontroller.
The processor 340 is also capable of executing other processes and programs resident in the memory 360, such as processes for estimating channel state information in advanced MIMO antenna systems for cellular communications.
The processor 340 can move data into or out of the memory 360 as required by an executing process. In some embodiments, the processor 340 is configured to execute the applications 362 based on the OS 361 or in response to signals received from gNBs or an operator. The processor 340 is also coupled to the I/O interface 345, which provides the UE 116 with the ability to connect to other devices, such as laptop computers and handheld computers. The I/0 interface 345 is the communication path between these accessories and the processor 340.
The processor 340 is also coupled to the input 350 and the display 355m which includes for example, a touchscreen, keypad, etc., The operator of the UE 116 can use the input 350 to enter data into the UE 116. The display 355 may be a liquid crystal display, light emitting diode display, or other display capable of rendering text and/or at least limited graphics, such as from web sites.
The memory 360 is coupled to the processor 340. Part of the memory 360 could include a random-access memory (RAM), and another part of the memory 360 could include a Flash memory or other read-only memory (ROM).
Although
The transmit path 400 as illustrated in
As illustrated in
The serial-to-parallel block 410 converts (such as de-multiplexes) the serial modulated symbols to parallel data in order to generate N parallel symbol streams, where N is the IFFT/FFT size used in the gNB 102 and the UE 116. The size N IFFT block 415 performs an IFFT operation on the N parallel symbol streams to generate time-domain output signals. The parallel-to-serial block 420 converts (such as multiplexes) the parallel time-domain output symbols from the size N IFFT block 415 in order to generate a serial time-domain signal. The add cyclic prefix block 425 inserts a cyclic prefix to the time-domain signal. The up-converter 430 modulates (such as up-converts) the output of the add cyclic prefix block 425 to an RF frequency for transmission via a wireless channel. The signal may also be filtered at baseband before conversion to the RF frequency.
A transmitted RF signal from the gNB 102 arrives at the UE 116 after passing through the wireless channel, and reverse operations to those at the gNB 102 are performed at the UE 116.
As illustrated in
Each of the gNB s 101-103 may implement a transmit path 400 as illustrated in
Each of the components in
Furthermore, although described as using FFT and IFFT, this is by way of illustration only and may not be construed to limit the scope of this disclosure. Other types of transforms, such as discrete Fourier transform (DFT) and inverse discrete Fourier transform (IDFT) functions, can be used. It may be appreciated that the value of the variable N may be any integer number (such as 1, 2, 3, 4, or the like) for DFT and IDFT functions, while the value of the variable N may be any integer number that is a power of two (such as 1, 2, 4, 8, 16, or the like) for FFT and IFFT functions.
Although
A unit for DL signaling or for UL signaling on a cell is referred to as a slot and can include one or more symbols. A bandwidth (BW) unit is referred to as a resource block (RB). One RB includes a number of sub-carriers (SCs). For example, a slot can have duration of one millisecond and an RB can have a bandwidth of 180 KHz and include 12 SCs with inter-SC spacing of 15 KHz. A slot can be either full DL slot, or full UL slot, or hybrid slot similar to a special subframe in time division duplex (TDD) systems.
DL signals include data signals conveying information content, control signals conveying DL control information (DCI), and reference signals (RS) that are also known as pilot signals. A gNB transmits data information or DCI through respective physical DL shared channels (PDSCHs) or physical DL control channels (PDCCHs). A PDSCH or a PDCCH can be transmitted over a variable number of slot symbols including one slot symbol. A UE can be indicated a spatial setting for a PDCCH reception based on a configuration of a value for a TCI state of a CORESET where the UE receives the PDCCH. The UE can be indicated a spatial setting for a PDSCH reception based on a configuration by higher layers or based on an indication by a DCI format scheduling the PDSCH reception of a value for a TCI state. The gNB can configure the UE to receive signals on a cell within a DL bandwidth part (BWP) of the cell DL BW.
A gNB transmits one or more of multiple types of RS including channel state information RS (CSI-RS) and demodulation RS (DMRS). A CSI-RS is primarily intended for UEs to perform measurements and provide channel state information (CSI) to a gNB. For channel measurement, non-zero power CSI-RS (NZP CSI-RS) resources are used. For interference measurement reports (IMRs), CSI interference measurement (CSI-IM) resources associated with a zero power CSI-RS (ZP CSI-RS) configuration are used. A CSI process includes NZP CSI-RS and CSI-IM resources. A UE can determine CSI-RS transmission parameters through DL control signaling or higher layer signaling, such as an RRC signaling from a gNB. Transmission instances of a CSI-RS can be indicated by DL control signaling or configured by higher layer signaling. A DMRS is transmitted only in the BW of a respective PDCCH or PDSCH and a UE can use the DMRS to demodulate data or control information.
UL signals also include data signals conveying information content, control signals conveying UL control information (UCI), DMRS associated with data or UCI demodulation, sounding RS (SRS) enabling a gNB to perform UL channel measurement, and a random access (RA) preamble enabling a UE to perform random access. A UE transmits data information or UCI through a respective physical UL shared channel (PUSCH) or a physical UL control channel (PUCCH). A PUSCH or a PUCCH can be transmitted over a variable number of slot symbols including one slot symbol. The gNB can configure the UE to transmit signals on a cell within an UL BWP of the cell UL BW.
UCI includes hybrid automatic repeat request acknowledgement (HARQ-ACK) information, indicating correct or incorrect detection of data transport blocks (TB s) in a PDSCH, scheduling request (SR) indicating whether a UE has data in the buffer of UE, and CSI reports enabling a gNB to select appropriate parameters for PDSCH or PDCCH transmissions to a UE. HARQ-ACK information can be configured to be with a smaller granularity than per TB and can be per data code block (CB) or per group of data CBs where a data TB includes a number of data CBs.
A CSI report from a UE can include a channel quality indicator (CQI) informing a gNB of a largest modulation and coding scheme (MCS) for the UE to detect a data TB with a predetermined block error rate (BLER), such as a 10% BLER, of a precoding matrix indicator (PMI) informing a gNB how to combine signals from multiple transmitter antennas in accordance with a MIMO transmission principle, and of a rank indicator (RI) indicating a transmission rank for a PDSCH. UL RS includes DMRS and SRS. DMRS is transmitted only in a BW of a respective PUSCH or PUCCH transmission. A gNB can use a DMRS to demodulate information in a respective PUSCH or PUCCH. SRS is transmitted by a UE to provide a gNB with an UL CSI and, for a TDD system, an SRS transmission can also provide a PMI for DL transmission. Additionally, in order to establish synchronization or an initial higher layer connection with a gNB, a UE can transmit a physical random-access channel.
In the present disclosure, a beam is determined by either of: (1) a TCI state, which establishes a quasi-colocation (QCL) relationship between a source reference signal (e.g., synchronization signal/physical broadcasting channel (PBCH) block (SSB) and/or CSI-RS) and a target reference signal; or (2) spatial relation information that establishes an association to a source reference signal, such as SSB or CSI-RS or SRS. In either case, the ID of the source reference signal identifies the beam.
The TCI state and/or the spatial relation reference RS can determine a spatial Rx filter for reception of downlink channels at the UE, or a spatial Tx filter for transmission of uplink channels from the UE.
Rel.14 LTE and Rel.15 NR support up to 32 CSI-RS antenna ports which enable an eNB to be equipped with a large number of antenna elements (such as 64 or 128). In this case, a plurality of antenna elements is mapped onto one CSI-RS port. For mmWave bands, although the number of antenna elements can be larger for a given form factor, the number of CSI-RS ports—which can correspond to the number of digitally precoded ports—tends to be limited due to hardware constraints (such as the feasibility to install a large number of ADCs/DACs at mmWave frequencies) as illustrated in
In this case, one CSI-RS port is mapped onto a large number of antenna elements which can be controlled by a bank of analog phase shifters 601. One CSI-RS port can then correspond to one sub-array which produces a narrow analog beam through analog beamforming 605. This analog beam can be configured to sweep across a wider range of angles 620 by varying the phase shifter bank across symbols or subframes. The number of sub-arrays (equal to the number of RF chains) is the same as the number of CSI-RS ports NCSI-PORT. A digital beamforming unit 610 performs a linear combination across NCSI-PORT analog beams to further increase precoding gain. While analog beams are wideband (hence not frequency-selective), digital precoding can be varied across frequency sub-bands or resource blocks. Receiver operation can be conceived analogously.
Since the aforementioned system utilizes multiple analog beams for transmission and reception (wherein one or a small number of analog beams are selected out of a large number, for instance, after a training duration—to be performed from time to time), the term “multi-beam operation” is used to refer to the overall system aspect. This includes, for the purpose of illustration, indicating the assigned DL or UL TX beam (also termed “beam indication”), measuring at least one reference signal for calculating and performing beam reporting (also termed “beam measurement” and “beam reporting,” respectively), and receiving a DL or UL transmission via a selection of a corresponding RX beam.
The aforementioned system is also applicable to higher frequency bands such as >52.6 GHz. In this case, the system can employ only analog beams. Due to the O2 absorption loss around 60 GHz frequency (˜10 dB additional loss @100 m distance), larger number of and sharper analog beams (hence larger number of radiators in the array) may be needed to compensate for the additional path loss.
Starting from the right, L data streams, or L sequences of modulation symbols are provided to digital beamformer (BF), which may convert L streams to ND data streams, with multiplying a digital precoder pkD, whose dimension is ND×L, on the resource elements comprising PRB bundle k, wherein k=0, . . . , NPRB-bundles−1, and NPRB-bundles is the total number of PRB bundles that the data stream is mapped to.
The modulation symbols on each of ND data streams are then mapped to resource elements, go through OFDM modulation, and are finally converted to time domain samples. These time domain samples are converted to analog, go through carrier modulation, and an analog signal is obtained for each of these ND paths.
Then, the analog signal goes through analog BF block, where an analog precoder pdA of size NA×1 is applied for path d, where d=0, . . . , ND−1. Applying analog BFs for the signals on all the ND paths, the RF signals on NT=NA×ND antenna elements are constructed.
With eXtreme MIMO (X-MIMO) that may be deployed in upper mid band (7 to 24 GHz carriers), channel spectral efficiency is expected to increase by multiple times, with allowing for extremely large number of antennas, e.g., 2048, and large number of digital chains, e.g., 256. With X-MIMO, 64 layer MU-MIMO and 16 layer SU-MIMO are feasible by exploiting these many antennas and channel degrees of freedom. However, with having so many antennas to process, multiple challenges arise.
First, the complexity to construct 256×64 MU-MIMO channel matrices is expected to be at least 64× higher than 64×16 counterparts. Hence, if a BS had 20 DSP cores to deal with 64×16, 1280 DSP cores are needed for 256×64 based on straightforward extension of the 64×16 computational algorithms. Hence, multiple techniques are required to reduce the precoder complexity in a reasonable level.
Second, the channel state information (CSI) on individual digital ports is likely to be obtained with lower SINR than C-band (3.5 GHz) counterparts. This is because the pathloss is about 6-17 dB higher at 7-24 GHz of the upper middle band, and the beamforming techniques that were used for data channels for CSI acquisition may not be straightforwardly used.
The baseband processing unit of the BS needs per-user CSI for single-user and multi-user MIMO beamforming and scheduling. Here, the CSI for user i includes at least a channel vector hi comprising NT entries for each resource element. The length-NT channel vector hi can be represented by two components, a digital channel vector hiD=[hi,1D, hi,2D, . . . , hi,N
In this general formulation where subarrays have different analog beams, the DU needs to estimate NT=ND·NA entries, which can be as large as 2048 or even more, which requires large SRS resource overhead and computational complexity.
Therefore, low-complexity high-precision channel vector/matrix estimation for an antenna panel with extremely large number of antennas, is critical for realizing extreme MIMO performance gain.
The present disclosure provides for a base station that employs per-subarray hybrid analog-digital beamforming architecture to estimate channel state information using sounding reference signals.
In
On each subarray, an analog receiver BF (Rx BF) is applied across those RF signals received on those elements comprising the subarray. Analog beamforming weights (BFWs) on these ND subarrays are configured by the BS for the time duration. The analog Rx BF block combines the NA signals received on each subarray into one RF signal.
Each RF signal goes through the rest of the processing chains up to OFDM demodulation, resulting in a digital Rx signal stream in the frequency domain. Then, for each configured SRS resource, the Rx stream goes through RE demapping, so that a resource specific SRS measurement stream can be obtained for each digital port. This way, for each SRS resource, ND SRS measurement streams on ND digital ports (i.e., one SRS measurement stream per digital port) are obtained.
These SRS resources are allocated to UE. BS configures a UE with one or more SRS resources, wherein each SRS resource is used for the UE to transmit SRS on a UE antenna port on the designated set of resource elements with applying certain scrambling code, e.g., ZC sequence with applying a specific cyclic shift configured by the BS.
Then these ND Rx SRS measurement streams on ND ports go through digital Rx BF (or combiner) block, resulting in Nil SRS measurement streams, wherein NBD<=ND.
This process is repeated in NBA number of time durations with applying different analog beams in different time durations, which results in B SRS measurement streams, wherein B=NBD·NBA, which may be input to the channel synthesizer described in
In the context of hybrid analog digital beamforming, the positive integer NBD is also referred to as the number of digital beams, the positive integer NBA is also referred to as the number of analog beams, and B=NBD·NBA is referred to as number of hybrid beams.
As depicted in
To help reduce complexity and overhead for SRS channel estimation, a few new methods are provided on how to use these NB SRS measurement streams to estimate SRS on NT antennas.
In these methods, the hybrid-beam-based MIMO channel estimator in
In some embodiments (method 1), it is provided to use the same analog Rx BF across all the subarrays in each time duration, and apply the identity digital Rx BF (i.e., the identity matrix of size ND×ND) to get ND·B SRS measurement streams across B=NBA time durations. It is noted that the digital Rx BF block can be bypassed to get the same outcome as the identity matrix. In this case, the NT antenna channel vector hi for user i is computed from B SRS measurements across B time durations as in the following:
wherein ⊗ is Kronecker product. Application of the same analog Rx beams is motivated by the fact that all the subarray's physical channel responses on subarray elements for a given UE are similar in the far field.
Based on this method, the BS estimates CSI hi as in the following.
The BS applies a same analog beam, pA (b), across all the ND subarrays of the panel for SRS reception during a time duration b. Then, the ND SRS measurements are obtained according to
Executing these steps B times, the BS obtains B sets of SRS measurement streams, wherein each set comprises ND port SRS measurement streams. Having acquired these ND·B SRS measurement steams, i.e., {hiD(b)}b=1B on these analog beams {pA(b)}b=1B applied on B time durations, the BS estimates the CSI of user i, according to the equation of method 1.
As illustrated in
The BS combines these sets of channel estimates, and reconstruct the NAND channel estimates per subcarrier. After combining, the analog-port channel estimates are also available in addition to the digital-port channel estimates.
As illustrated in
As illustrated in
As illustrated in
As illustrated in
These embodiments in
As illustrated in
As illustrated in
In some embodiments, DCI signaling is used for the SRS transmission triggering related to
In some embodiments, a MAC CE signaling is used for configuring turning on/off these configured SRS resources in the SRS resource set.
As such, the UE receives an SRS resource set configuration, and transmits SRS across all the resources in the set. After a while, the UE receives another indication via DCI or MAC CE to selectively turn off (or alternatively to selectively turn on) certain SRS resources among those resources in the configured SRS resource set. Accordingly, the UE stops transmitting SRS on those indicated “off” resources; and the UE continue transmitting SRS only on those indicated “on” resources.
In
As illustrated in
While method 1 simplifies channel estimation with making all the analog beams across all the subarrays at each time instance the same, individual channel estimates, i.e., entries of hiD(b) may suffer from large estimation errors especially when SRS SINR is low, which result in poor hi estimates, low-quality MU-MIMO precoders, and low MU-MIMO throughput.
To improve accuracy of SRS channel estimation even under low SRS SINR condition and/or reduce complexity of the SRS channel estimation, another method (method 2) is provided. With the new method, the channel vector for user i is constructed as in the following:
Based on this method, the BS estimates CSI hi as in the following. The BS applies the same analog Rx BF across all the subarrays in each time duration, and a digital Rx BF using a NBD×ND matrix to get NBA·NBD SRS measurement streams across NBA time durations.
The BS applies a same analog beam, pA(b1), across all the ND subarrays of the panel for SRS reception during a time duration b1. Then, the ND SRS measurements are obtained according to
This way, for each hybrid analog & digital beam pD(b1, b2)⊗pA(b1), one SRS Rx measurement stream, hb
respectively.
In some embodiments, the vector sets {pA(b)}b=1N
is chosen such that all the vectors in the set are orthogonal to each other and these vectors are of a unit norm, i.e., the sum of magnitude square of the entries add up to one.
In one example, vectors for these vector set are those column vectors from a DFT matrix.
In one example, vectors for these vector set are those column vectors from a matrix constructed with taking Kronecker product of columns of two DFT matrices.
For extreme MIMO base stations where number of antenna elements is in the order of 1000s, and these antennas are partitioned into subarrays of in the order of 100s, wherein analog beamforming is configured to be tunable per subarray at each time duration. The present disclosure helps the BS to estimate the CSI reliably with low computational complexity.
As illustrated in
In step 1804, the BS transmits, to a UE, the first configuration information.
In step 1806, the BS receives an SRS based on the first configuration information.
In step 1808, the BS selects, based on the SRS and the first configuration information, a subset of the set of SRS resources. In one embodiment, the set of SRS resources comprises a first set of resources and a second set of resources, the first set of resources is configured for the SRS in a periodic reception, and the second set of resources is configured for the SRS in a semi-persistent reception.
In one embodiment, the first set of resources is configured for an entirety of analog beams and a down selection measurement operation to obtain the subset of the set of SRS resources and the second set of resources is configured for at least one analog beam that is down-selected from the entirety of analog beams on the subset of the set of SRS resources.
In step 1810, the BS generates second configuration information including the subset of the set of SRS resources.
In one embodiment, the BS transmits, to the UE, the second configuration information; and receives, from the UE, the SRS based on the subset of the set of SRS resources.
In one embodiment, the BS collects SRS channel estimates measured on an analog beam via a multiple SRS measurement operation.
In one embodiment, the BS constructs a channel matrix based on results of the multiple SRS measurement operation collected from different analog beams.
In one embodiment, the BS identifies, based on a DFT matrix, a set of analog beams to receive the SRS and receives the SRS based on the set of analog beams.
In one embodiment, the BS identifies a channel strength of the SRS that is received via different analog beams. In such embodiment, the channel strength is identified based on a threshold and at least one of a RSRP, a RSSI, or a SINR.
In one embodiment, the BS selects analog beams based on the channel strength of the SRS and combines the selected analog beams to perform an analog port channel estimates operation.
The above flowcharts illustrate example methods that can be implemented in accordance with the principles of the present disclosure and various changes could be made to the methods illustrated in the flowcharts herein. For example, while shown as a series of steps, various steps in each figure could overlap, occur in parallel, occur in a different order, or occur multiple times. In another example, steps may be omitted or replaced by other steps.
Although the present disclosure has been described with exemplary embodiments, various changes and modifications may be suggested to one skilled in the art. It is intended that the present disclosure encompass such changes and modifications as fall within the scope of the appended claims. None of the description in this application should be read as implying that any particular element, step, or function is an essential element that must be included in the claims scope. The scope of patented subject matter is defined by the claims.
The present application claims priority to U.S. Provisional Patent Application No. 63/410,488, filed on Sep. 27, 2022, and U.S. Provisional Patent Application No. 63/466,534, filed on May 15, 2023. The contents of the above-identified patent documents are incorporated herein by reference.
| Number | Date | Country | |
|---|---|---|---|
| 63410488 | Sep 2022 | US | |
| 63466534 | May 2023 | US |