Disclosed herein are, for example, an apparatus and method for digital beam-forming with low-resolution quantization.
Very large antenna array systems, such as multiple input multiple output, MIMO, systems, provide the opportunity for spatial division multiple access, SDMA, in which each individual user may be served with the same time-frequency resource as other users. This multiple access technique requires accurate and coherent control of both amplitude and phase over the antenna array, which is an issue often solved by the use of high speed, high resolution digital to analog converters, DACs.
High speed, high resolution DACs tend to consume a significant amount of power. For some example DAC circuits, every added bit, i.e., increase in DAC resolution, doubles the chip-area and the power consumption of the DAC. State-of-the-art high speed and high resolution DACs capable of running at high bandwidths usually consume power in the range of 1-2 Watts, which, when multiplied by the number of antenna elements in a large antenna arrangement, can result in a power consumption on the order of several hundreds of Watt's.
A power-conserving alternative to the fully digital beam-forming scheme discussed in connection to
Analog beam-formers, such as the one 300 illustrated in
Consequently, some present antenna arrangements configured for digital beam-forming of a transmit signal either consume significant amounts of power, or are constrained in their spatial duplexing ability.
An object of the present disclosure is to provide at least an antenna arrangement, a network node, and methods which seek to mitigate, alleviate, or eliminate one or more of the above-identified deficiencies in the art and disadvantages singly or in any combination.
This object is obtained by an antenna arrangement configured for digital beam-forming of a transmit signal. The antenna arrangement comprises a number N>1 of digital to analog converters, DACs. Each of the N DACs is arranged to receive one respective digital transmit signal component, and to convert and output an analog transmit signal component. Each of the N DACs has a respective resolution below a resolution required to fulfill a regulatory radio requirement in an interchangeable antenna arrangement arranged for transmission by a single antenna element connected to a single DAC. The antenna arrangement also comprises N antenna elements. Each of the N antenna elements is configured to receive one respective analog transmit signal component and to transmit the analog transmit signal component as part of the digitally beam-formed transmit signal.
In this way, the overall power consumption of the antenna arrangement is reduced due to the use of DACs with reduced resolution. Thus, a more power efficient antenna arrangement is provided.
Also, the present antenna arrangement provides for more flexibility compared to the use of analogue phase-shifters and/or Butler-matrices, leading to improved spatial resolution for beam-forming and/or beam-tracking.
Furthermore, there is by the present technique a reduced need for a large oversampling ratio, OSR, compared to using low resolution DAC's and low-order MIMO.
According to an aspect, the antenna arrangement further comprises a de-correlator arranged to receive N correlated digital transmit signal components, and to de-correlate quantization errors in the N correlated digital transmit signal components, and to output N digital transmit signal components to the respective N DACs.
The de-correlator reduces correlation between distortion components in the transmitted analog transmit signal components. In this way signal distortion from the different antenna branches averages out at a receiver of the transmitted signal and consequently improved transmission conditions are obtained.
According to a further aspect, the de-correlator comprises N dithering units. Each of the N dithering units is configured to receive a respective correlated digital transmit signal component, to add a dithering sequence to the received correlated digital transmit signal component, and to output a digital transmit signal component based on the added dithering sequence and the received correlated digital transmit signal component to a respective DAC.
Thus, on average, the low resolution DAC's are causing less interference due to the dithering sequences, since the dithering sequences serve to de-correlate quantization errors in the N correlated digital transmit signal components.
The object is also obtained by a method, performed in an antenna arrangement configured for digital beam-forming of a transmit signal. The method comprises converting, by a number N>1 of digital to analog converters, DACs, N digital transmit signal components into N respective analog transmit signal components. The converting is here performed at a respective resolution below a resolution required to fulfill a regulatory radio requirement in an interchangeable antenna arrangement arranged for transmission by a single antenna element connected to a single DAC. The method also comprises transmitting the N analog transmit signal components via N antenna elements as a digitally beam-formed transmit signal.
There is further provided herein computer programs comprising computer program code which, when executed in an antenna arrangement, causes the antenna arrangement to execute a method according to aspects disclosed herein.
The computer programs and the methods display advantages corresponding to the advantages already described in relation to the antenna arrangement.
Further objects, features, and advantages of the present disclosure will appear from the following detailed description, wherein some aspects of the disclosure will be described in more detail with reference to the accompanying drawings, in which:
The present teaching makes use of the scaling of consumed power of a DAC which occurs when reducing the resolution of the DAC, i.e., the number of bits, along with the “massiveness” of advanced large antenna arrays in order to reduce the overall power consumption of the antenna arrangement and still deliver a high fidelity link with low error vector magnitude, EVM, in receivers such as user equipment, UE, or other wireless devices.
The decreased resolution in terms of DAC bits further has a positive effect on the possibilities of integration of the antenna array, since the physical DAC chip-size may be reduced down to a fraction of its high resolution counterpart.
The increased interference and unwanted signal emissions, such as out-of-band emission, caused by the increase in quantization noise may be averaged not only over time and frequency, but also over space due to the spatial selectivity of beam-forming antenna arrays. This averaging effect is, according to aspects of the present teaching, further enhanced by the introduction of independent dithering sequences at each DAC.
Aspects of the present disclosure will now be described more fully with reference to the accompanying drawings. The devices, computer programs and methods disclosed herein can, however, be realized in many different forms and should not be construed as being limited to the aspects set forth herein. Like numbers in the drawings refer to like elements throughout.
Occasionally, herein, the non-limiting term UE is used. The UE herein can be any type of wireless device capable of communicating with a network node or another UE over radio signals. The UE may also be a radio communication device, target device, device to device, D2D UE, machine type UE or UE capable of machine to machine communication, M2M, a sensor equipped with UE, iPad, tablet, mobile terminal, smart phone, laptop embedded equipped, LEE, laptop mounted equipment, LME, USB dongles, Customer Premises Equipment, CPE etc.
Also, according to some aspects, generic terminology such as “radio network node” or simply “network node” is used. The network node can be any kind of network node which may comprise a base station, radio base station, base transceiver station, base station controller, network controller, evolved Node B, eNB, Node B, relay node, access point, radio access point, Remote Radio Unit, RRU, Remote Radio Head, RRH, etc.
The various aspects herein are described using LTE concepts. However, the aspects are applicable to any radio access technology, RAT, or multi-RAT system, e.g., LTE FDD/TDD, WCDMA/HSPA, GSM/GERAN, Wi Fi, CDMA2000 etc.
As opposed to, e.g., the antenna arrangement 200 shown in
This means that, on their own, each of the DACs of the antenna arrangement 400 has too low resolution in order to generate a clean enough signal for use in, e.g., a telecommunications system such as the system 100 illustrated in
The antenna arrangement 400 shown in
The antenna arrangement 400 shown in
According to some aspects, the advantageous effects of the present teaching, at least in terms of received signal quality and consumed power, increases with the number of antenna elements N. Thus, the antenna arrangement 400 makes use of the beneficial scaling of the consumed power of a DAC which occurs when reducing the resolution of the DAC, i.e., the number of bits, and the “massiveness” of large antenna arrays in order to reduce the overall power consumption of the antenna arrangement and still deliver a high fidelity link with low error vector magnitude, EVM, in receivers such as user equipment, UE, or other wireless devices.
Herein, what constitutes a “low resolution DAC” is to be interpreted in a broad and relative sense. That is, no specific resolution in terms of number of bits need necessarily be used to define high and low resolution. Rather, a high resolution DAC is here interpreted as being a DAC with specification such that the DAC, on its own, is capable of generating a signal which fulfils some regulatory radio requirement, e.g., as defined in a 3GPP standard such as the specification document TS 36.104 V12.3.0. A low resolution DAC, on the other hand, is a DAC with insufficient resolution to be used on its own.
The particular regulatory radio requirement referred to above varies according to aspects of the present teaching, from requirements on, e.g., error vector magnitude, EVM, at a receiver of the transmitted signal TX to requirements on adjacent channel power ratio, ACPR, and oversampling ratios, OSR.
Thus, according to some aspects, the regulatory radio requirement comprises one or more requirements on an adjacent channel power ratio, ACPR, of the antenna arrangement 101, 400.
According to some other aspects, the regulatory radio requirement corresponds to one or more radio performance requirements defined by third Generation Partnership Project, 3GPP, specification document TS 36.104 V12.3.0.
The DACs 404a-404d shown in
The antenna arrangement shown in
Thus, the de-correlator reduces correlation between distortion components, such as quantization errors, in the transmitted analog transmit signal components. In this way signal distortion from the different antenna branches averages out at a receiver of the transmitted signal and consequently improved transmission conditions are obtained.
Consequently, the de-correlator 501, according to aspects, increases the performance of the antenna arrangement 500 compared to the antenna arrangement 400 in that an aggregate error vector at a receiver of the beam-formed transmit signal TX now has uncorrelated distortion components with zero mean value and without bias. That is, suppose the transmitted signal is TX=s+e, where s is the payload signal vector and e is an error vector dominated by DAC artefacts due to the reduced DAC resolution, wherein the number of elements in s and e correspond to the number of antenna elements. Suppose further that a transmission channel between the antenna arrangement 500 and a receiver of the beam-formed transmit signal TX can be modelled by a channel matrix H. The received signal is then essentially given by y=H(s+e)+w=Hs+He+w, where w is distortion vector added at the receiver, such as receiver noise.
Now, for a large antenna array, the length of vector e is significantly larger than the length of vector y. Thus, when matrix H multiplies vector e, a weighted summation of the elements in e occurs. Consequently, if the elements of e are uncorrelated and zero mean, the power of the term He will be small, i.e., a beneficial effect is obtained from averaging over vector e as long as the elements in vector e are uncorrelated and have zero mean. The de-correlator 501 provides this beneficial feature.
The pre-coder 601, according to some aspects, acts as an encoder. The pre-coder 601 then generates a digital sequence for each antenna branch. The digital sequence may be a sequence of bits that are associated with a beam direction.
According to some aspects, the de-correlator 501 is comprised within the pre-coder 601. Thus, the pre-coder 601 and the de-correlator 501 need not necessarily be separate modules as shown in
According to some other aspects, the common digital transmit signal vector TXdig is a multi-user signal, meaning that one or more separate user signals are comprised in the common digital transmit signal vector TXdig. Each separate user signal is, according to aspects, beamformed using a respective set of beam-forming weights, i.e., antenna element amplitudes and phases.
The dithering sequences can be generated in real time, or stored in a memory, MEM 713. Thus, according to some aspects, one or more of the respective dithering sequences di=1, 2, . . . , N comprises one out of a number of pre-determined periodic sequences stored in a memory device, MEM 713, of the de-correlator 501.
The actual dithering sequences vary according to different aspects of the present teaching.
Thus, according to aspects, one or more of the respective dithering sequences di, i=1, 2, . . . , N comprises a dithering sequence independent from one or more other dithering sequences of the de-correlator 501. In this way at least part of the dithering sequences di, i=1, 2, . . . , N are statistically independent of each other.
According to other aspects, one or more of the dithering sequences di, i=1, 2, . . . , N are uniformly distributed over an interval corresponding to −LSB/2 to LSB/2, where LSB denotes a signal amplitude corresponding to the least significant bit of one or more DACs 404a-404d comprised in the antenna arrangement 700.
According to further aspects, one or more of the dithering sequences di, i=1, 2, . . . , N are distributed according to a normal distribution with zero mean and a pre-determined standard deviation substantially equaling LSB/2, where LSB denotes a signal amplitude corresponding to the least significant bit of one or more DACs 404a-404d comprised in the antenna arrangement 700.
According to some aspects, one or more of the respective dithering sequences i=1, 2, . . . , N comprises a pseudo-noise, PN, sequence.
According to some further aspects, one or more of the respective dithering sequences di, i=1, 2, . . . , N comprises an additive white Gaussian noise, AWGN, sequence.
The use of low resolution DAC's with, in some aspects, either statistically independent or otherwise tailored, i.e., customized, dithering sequences provides advantages; The decreased DAC resolution improves the array power efficiency, while the dithering enables additional improvement of the received EVM and handling of interference caused by the increased quantization noise resulting from the decreased DAC resolution.
According to some aspects, the antenna arrangement includes a pre-coder 601 that acts as an encoder. The pre-coder 601 may generate a digital sequence for each antenna branch. The digital sequence may be a sequence of bits that are associated with a beam direction. A respective dithering sequence di may be applied 702a-702d to each digital sequence for each antenna branch. Each antenna branch may include a respective low-resolution DAC 404a-404d that receives a corresponding digital sequence and converts the digital sequence to an analog signal. Each antenna branch may further include modulators such as mixers 806a-806d that modulate a corresponding analog signal to a predetermined frequency in accordance with a sinusoidal signal received from an oscillator 810. Each antenna branch may also include one or more antennas 412a-412d for transmitting signals to one or more UEs.
Aspects combine the use of low resolution DAC's with either statistically independent or otherwise tailored (i.e., customized) dithering sequences. The decreased DAC resolution improves the array power efficiency, while the dithering enables additional improvement of the received EVM and handling of interference caused by the increased quantization noise resulting from the decreased DAC resolution.
The aspects provide overall reduced power consumption compared to the use of high resolution DAC's, resulting in a more efficient antenna array. The aspects further provide more flexibility compared to the use of analogue phase-shifters/Butler-matrices, leading to improved spatial resolution for beam-forming/beam-tracking. The aspects further remove the need for high OSR compared to using low resolution DAC's and low-order MIMO. Furthermore, the interference of the low resolution DAC is reduced with the dithering sequences.
The method also comprises transmitting S7 the N analog transmit signal components TXai, i=1, 2, . . . , N, via N antenna elements 412a-412d as a digitally beam-formed transmit signal TX.
According to some aspects, the method further comprises de-correlating S3 quantization errors in a number N>1 of correlated digital transmit signal components TX′i, i=1, 2, . . . , N, into N digital transmit signal components TXi, i=1, 2, . . . , N.
According to aspects, the de-correlating S3 further comprises dithering S31, by N dithering units 702a-702d, each of the N correlated digital transmit signal components TX′i, i=1, 2, . . . , N, by adding a respective dithering sequence di to each correlated digital transmit signal component.
According to further aspects, the method also comprises pre-coding S1 a common digital transmit signal vector TXdig into a number N>1 of correlated digital transmit signal components TX′i, i=1, 2, . . . , N.
Additionally, there is also disclosed herein;
A base station comprising: a plurality of antenna branches; an encoder that generates a digital sequence for each antenna branch included in the plurality of antenna branches; and wherein each antenna branch includes: a low resolution digital to analog converter, DAC, 404a-404d, that converts a corresponding digital sequence received from the encoder to an analog signal, and at least one antenna 412a-412d that transmits one or more beams in accordance with a direction associated with the corresponding digital sequence.
According to aspects, a respective dithering sequence is applied to each digital sequence.
According to aspects, each respective dithering sequence is independently generated and uniformly distributed over the resolution of each DAC 404a-404d.
According to aspects, each respective dithering sequence is customized to the respective digital sequence.
According to aspects, each DAC 404a-404d has a resolution less than or equal to 8 bits.
According to aspects, each DAC 404a-404d has a resolution less than or equal to 5 bits.
According to aspects, each antenna branch further includes a signal modulator that modulates the analog signal to a predetermined frequency.
According to aspects, the base station transmits the one or more beams to one or more mobile stations in accordance with spatial division multiple access, SDMA.
Furthermore, according to some example embodiments, a base station includes a plurality of antenna branches. The base station further includes an encoder that generates a digital sequence for each antenna branch included in the plurality of antenna branches. Each antenna branch includes a low resolution DAC that converts a corresponding digital sequence received from the encoder to an analog signal. Each antenna branch further includes at least one antenna that transmits one or more beams in accordance with a direction associated with the corresponding digital sequence.
According to some other example embodiments, a method performed in a base station includes generating, by an encoder at the base station, a digital sequence for each antenna branch included in a plurality of antenna branches of the base station. For each antenna branch, the method includes converting, using a low resolution DAC at the base station, a corresponding statistically independent digital sequence received from the encoder to an analog signal. For each antenna branch, the method further includes transmitting, by at least one antenna, one or more beams in accordance with a direction associated with the corresponding digital sequence.
The description of the example embodiments provided herein have been presented for purposes of illustration. The description is not intended to be exhaustive or to limit example embodiments to the precise form disclosed, and modifications and variations are possible in light of the above teachings or may be acquired from practice of various alternatives to the provided embodiments. The examples discussed herein were chosen and described in order to explain the principles and the nature of various example embodiments and its practical application to enable one skilled in the art to utilize the example embodiments in various manners and with various modifications as are suited to the particular use contemplated. The features of the embodiments described herein may be combined in all possible combinations of methods, apparatus, modules, systems, and computer program products. It should be appreciated that the example embodiments presented herein may be practiced in any combination with each other.
It should be noted that the word “comprising” does not necessarily exclude the presence of other elements or steps than those listed and the words “a” or “an” preceding an element do not exclude the presence of a plurality of such elements. It should further be noted that any reference signs do not limit the scope of the claims, that the example embodiments may be implemented at least in part by means of both hardware and software, and that several “means”, “units” or “devices” may be represented by the same item of hardware.
The various example embodiments described herein are described in the general context of method steps or processes, which may be implemented in one aspect by a computer program product, embodied in a computer-readable medium, including computer-executable instructions, such as program code, executed by computers in networked environments. A computer-readable medium may include removable and non-removable storage devices including, but not limited to, Read Only Memory, ROM, Random Access Memory, RAM, compact discs, CDs, digital versatile discs, DVD, etc. Generally, program modules may include routines, programs, objects, components, data structures, etc., that perform particular tasks or implement particular abstract data types. Computer-executable instructions, associated data structures, and program modules represent examples of program code for executing steps of the methods disclosed herein. The particular sequence of such executable instructions or associated data structures represents examples of corresponding acts for implementing the functions described in such steps or processes.
In the drawings and specification, there have been disclosed exemplary embodiments. However, many variations and modifications can be made to these embodiments. Accordingly, although specific terms are employed, they are used in a generic and descriptive sense only and not for purposes of limitation, the scope of the embodiments being defined by the following claims.
Filing Document | Filing Date | Country | Kind |
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PCT/EP2014/068225 | 8/28/2014 | WO | 00 |
Number | Date | Country | |
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62010710 | Jun 2014 | US |