The 3GPP long term evolution (LTE) Rel. 8 and later standards define various transmission schemes for communication systems equipped with multiple transmit antennas and multiple receive antennas. Multi-user multiple input multiple output (MU-MIMO) is a set of advanced multiple-input and multiple-output, technologies where the available antennas are spread over a multitude of independent access points, such as base stations, and independent terminals—each having one or more antennas. To enhance the communication capabilities of all terminals, MU-MIMO applies an extended version of space-division multiple access (SDMA) to allow multiple transmitters to send separate signals and multiple receivers to receive separate signals simultaneously in the same band.
One transmission scheme is downlink beamforming, where multiple antennas at the enodeB (eNB), also referred to herein as a base station (BS), transmit to multiple user equipments (UEs) using the same time-frequency resource. The LTE Rel. 10 standard defines a codebook for up to eight transmit antennas per BS.
Beamforming is a signal processing technique involving directional signal transmission or reception. This is achieved by combining elements in a phased array in such a way that signals at particular angles experience constructive interference while others experience destructive interference. Beamforming can be used at both the transmitting and receiving ends in order to achieve spatial selectivity. In a centralized radio access network (C-RAN), multiple transmit antennas across multiple BS can be utilized to jointly beamform over a large geographic area. The C-RAN system has the potential to provide a significant gain in spectral efficiency and better network coverage. However, co-channel interference, if not efficiently controlled or cancelled, limits these advantages.
Channel state information (CSI), which refers to known channel properties of a communication link, can be used to control co-channel interference. This information describes how a signal propagates from the transmitter to the receiver and represents the combined effect of, for example, scattering, fading, and power decay with distance, making it possible to adapt transmissions to current channel conditions. CSI is typically estimated at the receiver and quantized and fed back to the transmitter.
A transmit beamforming algorithm can preemptively remove or reduce the interference in a MU-MIMO system. Block diagonalization and zero-forcing are two well-known beamforming techniques that utilize the downlink channel state information (DL-CSI) of users to perform linear precoding of their signals before transmission in order to cancel the co-channel interference. The performance of these beamforming techniques rely on the accuracy of the DL-CSI. Amplitude hardware-induced distortion that is introduced by BS transmit chains and UE receive chains, however, prevents an accurate determination of DL-CSI.
Accordingly, there exists a need for methods, systems, and computer program products for calibrating amplitude hardware-induced distortion in an LTE communications system.
Methods and systems are described for calibrating amplitude hardware-induced distortion in an LTE communications system. In one aspect, a power status indication is received at a BS associated with a C-RAN of an LTE communications system from a UE communicating in the LTE communications system. A downlink pathloss associated with communications to the UE is estimated based on the received power status indication. Downlink power allocation is performed at the C-RAN based on the downlink pathloss estimates of one or more UEs.
Advantages of the claimed invention will become apparent to those skilled in the art upon reading this description in conjunction with the accompanying drawings, in which like reference numerals have been used to designate like or analogous elements, and in which:
Prior to describing the subject matter in detail, an exemplary hardware device in which the subject matter may be implemented shall first be described. Those of ordinary skill in the art will appreciate that the elements illustrated in
The bus 114 may comprise any type of bus architecture. Examples include a memory bus, a peripheral bus, a local bus, etc. The processing unit 102 is an instruction execution machine, apparatus, or device and may comprise a microprocessor, a digital signal processor, a graphics processing unit, an application specific integrated circuit (ASIC), a field programmable gate array (FPGA), etc. The processing unit 102 may be configured to execute program instructions stored in memory 104 and/or storage 106.
The memory 104 may include read only memory (ROM) 116 and random access memory (RAM) 118. Memory 104 may be configured to store program instructions and data during operation of device 100. In various embodiments, memory 104 may include any of a variety of memory technologies such as static random access memory (SRAM) or dynamic RAM (DRAM), including variants such as dual data rate synchronous DRAM (DDR SDRAM), error correcting code synchronous DRAM (ECC SDRAM), or RAMBUS DRAM (RDRAM), for example. Memory 104 may also include nonvolatile memory technologies such as nonvolatile flash RAM (NVRAM) or ROM. In some embodiments, it is contemplated that memory 104 may include a combination of technologies such as the foregoing, as well as other technologies not specifically mentioned. When the subject matter is implemented in a computer system, a basic input/output system (BIOS) 120, containing the basic routines that help to transfer information between elements within the computer system, such as during start-up, is stored in ROM 116.
The storage 106 may include a flash memory data storage device for reading from and writing to flash memory, a hard disk drive for reading from and writing to a hard disk, a magnetic disk drive for reading from or writing to a removable magnetic disk, and/or an optical disk drive for reading from or writing to a removable optical disk such as a CD ROM, DVD or other optical media. The drives and their associated computer-readable media provide nonvolatile storage of computer readable instructions, data structures, program modules and other data for the hardware device 100. It is noted that the methods described herein can be embodied in executable instructions stored in a computer readable medium for use by or in connection with an instruction execution machine, apparatus, or device, such as a computer-based or processor-containing machine, apparatus, or device. It will be appreciated by those skilled in the art that for some embodiments, other types of computer readable media may be used which can store data that is accessible by a computer, such as magnetic cassettes, flash memory cards, digital video disks, Bernoulli cartridges, RAM, ROM, and the like may also be used in the exemplary operating environment. As used here, a “computer-readable medium” can include one or more of any suitable media for storing the executable instructions of a computer program in one or more of an electronic, magnetic, optical, and electromagnetic format, such that the instruction execution machine, system, apparatus, or device can read (or fetch) the instructions from the computer readable medium and execute the instructions for carrying out the described methods. A non-exhaustive list of conventional exemplary computer readable medium includes: a portable computer diskette; a RAM; a ROM; an erasable programmable read only memory (EPROM or flash memory); optical storage devices, including a portable compact disc (CD), a portable digital video disc (DVD), a high definition DVD (HD-DVD™), a BLU-RAY disc; and the like.
A number of program modules may be stored on the storage 106, ROM 116 or RAM 118, including an operating system 122, one or more applications programs 124, program data 126, and other program modules 128.
The hardware device 100 may be part of a base station and/or C-RAN (not shown) configured to communicate with mobile devices in a communication network. A base station may also be referred to as an eNodeB, an access point, and the like. A base station typically provides communication coverage for a particular geographic area. A base station and/or base station subsystem may cover a particular geographic coverage area referred to by the term “cell.” A network controller (not shown) may be communicatively connected to base stations and provide coordination and control for the base stations. Multiple base stations may communicate with one another, e.g., directly or indirectly via a wireless backhaul or wireline backhaul.
The hardware device 100 may operate in a networked environment using logical connections to one or more remote nodes via communication interface 112, including communicating with one or more mobile devices via a transceiver 110 connected to an antenna 130. The mobile devices can be dispersed throughout the network 100. A mobile device may be referred to as UE, a terminal, a mobile station, a subscriber unit, or the like. A mobile device may be a cellular phone, a personal digital assistant (PDA), a wireless modem, a wireless communication device, a handheld device, a laptop computer, a wireless local loop (WLL) station, a tablet computer, or the like. A mobile device may communicate with a base station directly, or indirectly via other network equipment such as, but not limited to, a pico eNodeB, a femto eNodeB, a relay, or the like.
The remote node may be a computer, a server, a router, a peer device or other common network node, and typically includes many or all of the elements described above relative to the hardware device 100. The communication interface 112, including transceiver 110 may interface with a wireless network and/or a wired network. For example, wireless communications networks can include, but are not limited to, Code Division Multiple Access (CDMA), Time Division Multiple Access (TDMA), Frequency Division Multiple Access (FDMA), Orthogonal Frequency Division Multiple Access (OFDMA), and Single-Carrier Frequency Division Multiple Access (SC-FDMA). A CDMA network may implement a radio technology such as Universal Terrestrial Radio Access (UTRA), Telecommunications Industry Association's (TIA's) CDMA2000 , and the like. The UTRA technology includes Wideband CDMA (WCDMA), and other variants of CDMA. The CDMA2000® technology includes the IS-2000, IS-95, and IS-856 standards from The Electronics Industry Alliance (EIA), and TIA. A TDMA network may implement a radio technology such as Global System for Mobile Communications (GSM). An OFDMA network may implement a radio technology such as Evolved UTRA (E-UTRA), Ultra Mobile Broadband (UMB), IEEE 802.11 (Wi-Fi), IEEE 802.16 (WiMAX), IEEE 802.20, Flash-OFDMA, and the like. The UTRA and E-UTRA technologies are part of Universal Mobile Telecommunication System (UMTS). LTE and LTE-Advance (LTE-A) are newer releases of the UMTS that use E-UTRA. UTRA, E-UTRA, UMTS, LTE, LTE-A, and GAM are described in documents from an organization called the “3rd Generation Partnership Project” (3GPP). CDMA2000® and UMB are described in documents from an organization called the “3rd Generation Partnership Project 2” (3GPP2). The techniques described herein may be used for the wireless networks and radio access technologies mentioned above, as well as other wireless networks and radio access technologies.
Other examples of wireless networks include, for example, a BLUETOOTH network, a wireless personal area network, and a wireless 802.11 local area network (LAN). Examples of wired networks include, for example, a LAN, a fiber optic network, a wired personal area network, a telephony network, and/or a wide area network (WAN). Such networking environments are commonplace in intranets, the Internet, offices, enterprise-wide computer networks and the like. In some embodiments, communication interface 112 may include logic configured to support direct memory access (DMA) transfers between memory 104 and other devices.
In a networked environment, program modules depicted relative to the hardware device 100, or portions thereof, may be stored in a remote storage device, such as, for example, on a server. It will be appreciated that other hardware and/or software to establish a communications link between the hardware device 100 and other devices may be used.
It should be understood that the arrangement of hardware device 100 illustrated in
In the description that follows, the subject matter will be described with reference to acts and symbolic representations of operations that are performed by one or more devices, unless indicated otherwise. As such, it will be understood that such acts and operations, which are at times referred to as being computer-executed, include the manipulation by the processing unit of data in a structured form. This manipulation transforms the data or maintains it at locations in the memory system of the computer, which reconfigures or otherwise alters the operation of the device in a manner well understood by those skilled in the art. The data structures where data is maintained are physical locations of the memory that have particular properties defined by the format of the data. However, while the subject matter is being described in the foregoing context, it is not meant to be limiting as those of skill in the art will appreciate that various of the acts and operation described hereinafter may also be implemented in hardware.
To facilitate an understanding of the subject matter described below, many aspects are described in terms of sequences of actions. At least one of these aspects defined by the claims is performed by an electronic hardware component. For example, it will be recognized that the various actions can be performed by specialized circuits or circuitry, by program instructions being executed by one or more processors, or by a combination of both. The description herein of any sequence of actions is not intended to imply that the specific order described for performing that sequence must be followed. All methods described herein can be performed in any suitable order unless otherwise indicated herein or otherwise clearly contradicted by context.
Each BS 404 is communicatively coupled to C-RAN 402 such that certain operations may be performed by the BS 404, by the C-RAN 402, or by a combination of both. Each BS 404 may, in some embodiments, be considered a part of the C-RAN 402 such that operations performed at a BS 404 are performed by the C-RAN 402 by extension.
Various operations are described herein with respect to a particular BS 404. It should be understood that these operations may be performed by multiple BS's 404 each with respective or the same UEs 406 and that these multiple operations may be aggregated by the C-RAN 402 for the purposes of power allocation or any other operation described herein.
In order to perform MU-MIMO beamforming for an LTE based C-RAN 402, an accurate estimate of DL-CSI is needed. Generally speaking, DL-CSI can be determined roughly from knowledge of the uplink channel state information (UL-CSI) due to reciprocity between the uplink and downlink air propagation channels. The UL-CSI from UEs 406 to BSs 404 is obtained at the BSs 404 by channel estimation using received sounding reference signal (SRS) symbols. In order to derive an accurate DL-CSI from the UL-CSI, however, compensation for the effects of hardware-induced amplitude distortion that is introduced by transceiver chains at one or more BSs should be considered. The DL CSI is impacted by an amplitude distortion at the transmit chain of the BS 404 and the receive chain of the UE 406. By way of example, respective to BS-1404-1, the transmit chain 408-1 can introduce amplitude distortion to a signal transmitted downlink via its associated antenna 409-1 and the receive chain 417-1 can introduce an amplitude distortion to a signal received via its associated antenna 409-1. As a result of this hardware-induced amplitude distortion, the downlink pathloss may not be accurately determinable from knowledge of the uplink pathloss. Knowledge of the downlink pathloss, however, can provide an optimal power allocation across UEs as explained below. Accordingly, the amplitude distortion is ideally compensated to improve beamforming accuracy.
Turning now to
With reference to
In one aspect, the power status indication can include a power headroom report (PHR). Power headroom indicates how much transmission power is left for a UE to use in addition to the power being used by the current transmission. Simply put, power headroom can be described by power control equation (1) (in dB) for physical uplink shared channel (PUSCH) as given below:
Power Headroom=UE(Max Transmission Power)−UE(Expected Transmission Power) (1)
where UE(Expected Transmission Power)=P0+αL+10log10(M)+δMCS+μ (2),
P0 is the target received power, L is the downlink pathloss estimated by the UE, M is the number of resource blocks assigned for the PUSCH, δMCS is modulation and coding specific power offset, p is the inner loop power control steps, and a is a positive scalar less than or equal to 1. The parameters P0, α, M, δMCS and μ are configured by the CRAN.
A PHR is typically provided by the UE when a pathloss change is greater than a certain threshold. The UE can calculate the pathloss based on a comparison of reference signal (RS) power value provided by the network and the measured RS power at the UE antenna. If this value changes over a certain threshold, the UE transmits PHR. Alternatively, the UE can periodically provide PHRs.
The PHR is used by the BS to estimate how much uplink bandwidth a UE can use for a specific subframe, since the more resource blocks the UE is using, the higher the UE transmit power.
In another aspect, the power headroom report can include a power headroom value. For example, a power headroom value of (+) indicates the UE still has some space under the maximum power and can therefore transmit more data if allowed to. Inversely, a power headroom value of (−) indicates the UE is expected to transmit at a power level higher than the maximum transmission power the UE supports, which may effectively mean the UE must be assigned a lower bandwidth or lower modulation scheme and coding scheme.
In another aspect, the power headroom report can also include a maximum transmission power of the UE.
In another aspect, the power status indication includes a channel quality indicator (CQI). A CQI is reported by UE and indicates a modulation scheme and coding scheme to the BS that if used the UE would be able to demodulate and decode the transmitted downlink data with a maximum block error rate (BER) of 10%.
Returning to
If the power status indication includes the power headroom report and the maximum transmit power of the UE, the downlink pathloss is estimated by rearranging Eq. (2) as follows:
L=(UE(Max Transmission Power)−Power Headroom−P0−10log10(M)−δMCS−μ/α (3)
If the power status indication includes only the power headroom report, then the downlink pathloss is estimated based on the sign of the power headroom value. If the power headroom value is positive, then the actual transmit power of the UE is equal to the expected transmit power of the UE. More precisely, using Eq. (2) we obtain:
UE
(Transmit Power)
=P0+αL+10log10(M)+δMCS+μ (4)
Next, the received power at the BS is given by:
BS
(Receive Power)
=UE
(Transmit Power)
−L
UL (5)
Where LUL is the uplink pathloss. The uplink pathloss and the downlink pathloss are generally approximated to be equal. Therefore, having LUL=L, in Eq. (4) and (5), and rearranging all the terms, the downlink pathloss is estimated as
L=(P0+10log10(M)+δMCS+μ−BS(Receive Power))/(1−α) (6)
where Eq. (6) can be used only when a is strictly smaller than 1.
It should be noted that UE(Transmit Power) is calculated at the CRAN by plugging L back in Eq. (4). Next, each cell in the CRAN can estimate its pathloss to the UE by computing the difference between received power from that UE and UE(Transmit Power) value.
If the power headroom value is negative, then the actual transmit power of the UE is equal to the maximum transmit power of the UE.
UE
(Transmit Power)
=UE
(Max Transmission Power) (7)
Using the power class of the UE, the maximum transmit power of the UE can be approximated within the tolerance as defined by the 3GPP standard. Either Eq. (3) or Eq. (5) or the combination of both can be used to calculate the downlink pathloss estimate.
In one aspect, the pathloss estimator component 304 can be configured to perform downlink power allocation based on a signal-to-interference-plus-noise ratio (SINR) requirement of at least one of the one or more UEs. A zero-forcing transmit beamformer can be applied first to decompose the multi-user downlink channel into multiple single-user downlink channels, followed by power allocation on each single-user downlink channel to meet the received SINR requirement as per the downlink pathloss corresponding to each UE. On the other hand, power allocation can also be performed to radiate equal power per transmit antenna or limit the maximum radiated power per transmit antenna, while adjusting the modulation and coding scheme assigned to a UE based on its downlink pathloss estimate.
Returning to
In one aspect, the pathloss estimator component 306 can be configured to perform downlink power allocation jointly across a plurality of BSs 404 associated with the CRAN 402. For example, the power allocation may be optimized jointly across all the BSs 404 that are in the CRAN 402.
In another aspect, using the downlink pathloss estimate to multiple UEs 406, the power allocation can be performed by iteratively solving a spatial waterfilling algorithm for a Gaussian broadcast channel.
In another aspect, the hardware-induced amplitude distortion can be one of: transmit power settings and a hardware impairment causing attenuation or gain in at least one UE or base station transceiver. The hardware impairment causing attenuation or gain in at least one UE or base station transceiver can be determined based on UE power control parameters, as described above with reference to the pathloss estimation.
The use of the terms “a” and “an” and “the” and similar referents in the context of describing the subject matter (particularly in the context of the following claims) are to be construed to cover both the singular and the plural, unless otherwise indicated herein or clearly contradicted by context. Recitation of ranges of values herein are merely intended to serve as a shorthand method of referring individually to each separate value falling within the range, unless otherwise indicated herein, and each separate value is incorporated into the specification as if it were individually recited herein. Furthermore, the foregoing description is for the purpose of illustration only, and not for the purpose of limitation, as the scope of protection sought is defined by the claims as set forth hereinafter together with any equivalents thereof entitled to. The use of any and all examples, or exemplary language (e.g., “such as”) provided herein, is intended merely to better illustrate the subject matter and does not pose a limitation on the scope of the subject matter unless otherwise claimed. The use of the term “based on” and other like phrases indicating a condition for bringing about a result, both in the claims and in the written description, is not intended to foreclose any other conditions that bring about that result. No language in the specification should be construed as indicating any non-claimed element as essential to the practice of the invention as claimed.
Preferred embodiments are described herein, including the best mode known to the inventor for carrying out the claimed subject matter. One of ordinary skill in the art should appreciate after learning the teachings related to the claimed subject matter contained in the foregoing description that variations of those preferred embodiments may become apparent to those of ordinary skill in the art upon reading the foregoing description. The inventor intends that the claimed subject matter may be practiced otherwise than as specifically described herein. Accordingly, this claimed subject matter includes all modifications and equivalents of the subject matter recited in the claims appended hereto as permitted by applicable law. Moreover, any combination of the above-described elements in all possible variations thereof is encompassed unless otherwise indicated herein or otherwise clearly contradicted by context.
This application is related to U.S. patent application Ser. No. ______ (Attorney Docket No. C160/US), titled “METHODS, SYSTEMS, AND COMPUTER PROGRAM PRODUCTS FOR CALIBRATING PHASE HARDWARE-INDUCED DISTORTION IN A LONG TERM EVOLUTION COMMUNICATIONS SYSTEM,” and U.S. patent application Ser. No. ______ (Attorney Docket No. C162/US), titled “METHODS, SYSTEMS, AND COMPUTER PROGRAM PRODUCTS FOR CALIBRATING HARDWARE-INDUCED DISTORTION IN A COMMUNICATIONS SYSTEM,” both filed on even date herewith, the entire disclosure of both of which are here incorporated by reference.