WO2013078743A1 - Precoding method and matrix generation device for coordinated multiple point multiple user mimo system - Google Patents
Precoding method and matrix generation device for coordinated multiple point multiple user mimo system Download PDFInfo
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- WO2013078743A1 WO2013078743A1 PCT/CN2011/084462 CN2011084462W WO2013078743A1 WO 2013078743 A1 WO2013078743 A1 WO 2013078743A1 CN 2011084462 W CN2011084462 W CN 2011084462W WO 2013078743 A1 WO2013078743 A1 WO 2013078743A1
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/022—Site diversity; Macro-diversity
- H04B7/024—Co-operative use of antennas of several sites, e.g. in co-ordinated multipoint or co-operative multiple-input multiple-output [MIMO] systems
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/0413—MIMO systems
- H04B7/0456—Selection of precoding matrices or codebooks, e.g. using matrices antenna weighting
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L5/00—Arrangements affording multiple use of the transmission path
- H04L5/003—Arrangements for allocating sub-channels of the transmission path
- H04L5/0032—Distributed allocation, i.e. involving a plurality of allocating devices, each making partial allocation
- H04L5/0035—Resource allocation in a cooperative multipoint environment
Definitions
- the present invention relates to the field of wireless mobile communication technologies, and in particular, to a precoding method and a matrix generation method for a coordinated multi-point user MIMO system. Background technique
- MIMO Multiple-Input Multiple-Output
- MU-MIMO Multiple-Input Multiple-Output
- MU-MIMO multi-antenna diversity gain can effectively reduce the system error rate, and multi-antenna multiplexing gain expands the capacity area of multi-user systems.
- MU-MIMO usually uses the transmitter precoding technology to transmit information of multiple users on the same time and frequency resources by using Spatial Division Multiple Access (SDMA) technology.
- SDMA Spatial Division Multiple Access
- CoMP Coordinated Multipoint
- CB Coordinated beamf orming
- JP Joint processing
- the JP technology can effectively improve the performance of the system by co-precoding of the coordinated cell.
- CoMP MU-MIMO since each cell base station simultaneously transmits data to multiple clients, multiple users share the same time-frequency resource, and there must be inter-user interference in the system, including inter-cell interference and intra-cell interference. Therefore, user interference and noise are the same, which greatly affects the performance of the system.
- ZF-CI Zero forcing channel inversion
- MMSE-CI Minimum mean-squared error channel inversion
- MMSE-CI Minimum mean-squared error channel inversion
- Receive antenna Receive antenna.
- BD Block Diagonolization precoding technique is proposed to completely eliminate interference between users, and each user at the receiving end can have more than one antenna.
- the BD technology must satisfy the case where the number of antennas at the transmitting end is greater than or equal to the sum of the number of receiving antennas of all users.
- the BD technology is not suitable for the case where each user at the receiving end has an arbitrary receiving antenna. Moreover, BD technology It only eliminates the interference between users, and does not consider the influence of noise on system performance. Therefore, when the signal-to-noise ratio is reduced, its performance is relatively poor. Summary of the invention
- the object of the present invention is to enable each user of a CoMP MU-MIMO system to have an arbitrary root receiving antenna, and to reduce the influence of interference and noise between users on the system, and to improve system performance, especially when the noise is large.
- the present invention provides a precoding method for a coordinated multipoint multi-user MIMO system, comprising the following steps:
- S3 The central control station performs LQ decomposition on the matrix to obtain a unitary matrix
- S4 The central control station multiplies the sub-matrix ⁇ : conjugate transpose of ⁇ ,. by H,. to obtain the equivalent letter of each user.
- step S1 further comprises the steps of:
- the central control station obtains the noise power between the base station n and the user i according to the transmission power obtained from each base station, and the signal-to-noise ratio SNR, and obtains the noise power of the user i according to ⁇ 7 ⁇ ,.
- step S14 further comprises the steps of:
- step S2 Preferably, in the step S2:
- step S5 further comprises the steps of:
- step S6 further comprises the steps of:
- : ⁇ , ,:) represents a submatrix consisting of the ⁇ ; , + 1 to U lines of the matrix w;
- the invention also provides a precoding matrix generating device for a coordinated multi-point multi-user MIMO system, comprising an obtaining module, a calculating module and a generating module:
- the acquiring module is configured to acquire transmit power, channel information ⁇ , ⁇ , ⁇ , ⁇ ) from each cell base station; where ⁇ ology,, ⁇ represents channel information between the cell ⁇ and the user i, SNR lake,, represents the signal to noise ratio between cell n and user i;
- the calculating module is configured to calculate channel information H, and noise power of the user
- the generating module is configured to generate a precoding matrix of each user according to channel information H, and noise power of each user.
- the generating module further includes:
- a channel extension module configured to perform channel extension on a complement channel of each user to obtain a matrix
- an LQ decomposition module configured to perform LQ decomposition on the matrix, and obtain an effective zero space matrix for each user
- DRAWINGS Figure 1 is a flow chart of the method of the present invention.
- FIG. 2 is a schematic structural view of a device of the present invention
- FIG. 3 is a graph showing a capacity comparison of a precoding method of the present invention and a cooperative multipoint MIMO system based on the BD precoding method according to an embodiment of the present invention.
- the precoding method of the present invention includes the following steps:
- the central control station obtains the channel information of each user by combining... V ⁇ 3 ⁇ 4 r ;
- N is the number of antennas at the transmitting end.
- the noise power may be different for different users, depending on the transmit power of each base station. Therefore, the present invention is also effectively applicable to a CoMP system in which base station base stations transmit power differently.
- step S3 the LQ decomposition is performed on the matrix to obtain the lower triangular matrix ⁇ and the ⁇ matrix.
- the LQ decomposition is used to obtain the triangular matrix Z ⁇ P ⁇ matrix, which reduces the complexity of the transmitting end.
- Step S4 multiplying the sub-matrix of the 3 ⁇ 4 with the channel information matrix to obtain an equivalent channel ⁇ of each user, which specifically includes the following:
- Step S5 Perform an SVD decomposition operation on the equivalent channel of each user, and obtain a precoding matrix of each user, which specifically includes the following:
- the latter is composed of N minus columns, where ⁇ represents the number of receiving antennas of the user, and N is the number of antennas at the transmitting end.
- the precoding matrix of each user is obtained.
- the central control station sends the precoding matrix of each base station obtained according to the precoding matrix to each cell base station, and then performs precoding, which specifically includes the following:
- the matrix w [ ⁇ d ] can be obtained, and its size is Wx ⁇ N Vitamin, where ⁇ represents the number of transmitting antennas of the base station;
- FIG. 2 is a schematic structural diagram of a CoMP MU-MIMO precoding matrix generating apparatus according to the present invention.
- the apparatus includes: an obtaining module 10, a calculating module 20, and a generating module 30:
- the generating module 30 further includes: a channel expansion module 31, an LQ decomposition module 32, an SVD decomposition module 33, and a multiplication module 34.
- the channel expansion module 31 is configured to perform channel extension on the complement channel of each user, and obtain a matrix LQ decomposition module 32, configured to perform LQ decomposition on the matrix, and obtain a valid zero-space matrix SVD decomposition module 33 for each user, for each user.
- the equivalent channel ⁇ ⁇ ⁇ ⁇ implement SVO decomposition to obtain the gain matrix of each user ⁇ ; the multiplication module 34 is used to multiply the zero space matrix of each user by its gain matrix to obtain the precoding matrix W of each user.
- t 3 ⁇ 4.
- Table 1 The comparison of the complexity is shown in Table 1, where the instance (8, 2, 2, 4) indicates that the sum of the number of transmitting antennas at the base station of the system is ,8, the system has two cells cooperating, and the number of receiving antennas per user is 2. There are 4 users in the system.
- FIG. 3 a capacity comparison graph of the system (8, 2, 4) based on the precoding method of the present invention and the CoMP MU-MIMO system based on the BD precoding method is shown, the system has 4 users, Each user has 2 receiving antennas, and there are 2 coordinated cells. Each cell base station has 4 transmitting antennas at the transmitting end, and the receiving end uses ZF detection. Under different SNR conditions, the multi-user based on the present invention A simulation comparison of the capacity of the precoding system and the BD multi-user precoding system.
- the precoding scheme of the present invention can improve the signal to noise ratio of the system better than the BD scheme, thereby increasing the capacity of the system.
- Table 1 the solution of the present invention has a lower complexity than BD. Furthermore, it shows that this scheme is better implemented than the traditional BD scheme.
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Abstract
Description
协作多点多用户 MIMO系统的预编码方法及矩阵生成装置 技术领域 Co-coding method and matrix generation device for cooperative multi-point multi-user MIMO system
本发明涉及无线移动通信技术领域,特别涉及一种协作多点用户 MIMO系统 的预编码方法及矩阵生成方法。 背景技术 The present invention relates to the field of wireless mobile communication technologies, and in particular, to a precoding method and a matrix generation method for a coordinated multi-point user MIMO system. Background technique
多输入多输出 ( Multiple-Input Multiple-Output, MIMO )技术是无线移动通 信领域技术的重大突破。 MIMO技术是指数据的发送和接收都釆用了多根天线。 研究表明,利用 MIMO技术可以提高无线通信系统的容量。 随着多天线技术研究 的深入, MIMO技术已从点对点的单用户 MIMO技术扩展到了点对多点的多用户 MIMO系统(Multiple User MIMO, MU-MIMO )。 MU-MIMO技术中, 多天线分 集增益可以有效降低系统误码率, 多天线复用增益使多用户系统容量区域扩大。 MU-MIMO通常釆用发送端预编码技术,利用空分多址( Spatial Division Multiple Access, SDMA )技术在相同时间、 频率资源上传送多个用户的信息。 Multiple-Input Multiple-Output (MIMO) technology is a major breakthrough in wireless mobile communications technology. MIMO technology refers to the use of multiple antennas for data transmission and reception. Studies have shown that the use of MIMO technology can increase the capacity of wireless communication systems. With the deepening of multi-antenna technology research, MIMO technology has expanded from point-to-point single-user MIMO technology to point-to-multipoint multi-user MIMO (Multi-User MIMO, MU-MIMO). In MU-MIMO technology, multi-antenna diversity gain can effectively reduce the system error rate, and multi-antenna multiplexing gain expands the capacity area of multi-user systems. MU-MIMO usually uses the transmitter precoding technology to transmit information of multiple users on the same time and frequency resources by using Spatial Division Multiple Access (SDMA) technology.
为了满足 LTE-A系统在频点带宽峰值速率平均吞吐率等方面的需求, 3GPP 在 LTE-A系统中提出了协作多点 (CoMP ) 技术。 其中 CoMP技术又可分为 Coordinated beamf orming (CB ) 禾口 Joint processing(JP)技术。 JP技术通过协同小区 的联合预编码, 能有效地提升系统的性能。 然而, 对于 CoMP MU-MIMO, 由于 各小区基站同时向多个用户端发送数据, 多个用户共享同一时频资源, 系统中 必然存在用户间干扰, 包括小区间干扰和小区内干扰。 因此用户间干扰和噪声 一样, 大大地影响了系统的性能。 In order to meet the requirements of LTE-A system in terms of peak bandwidth average rate of bandwidth, 3GPP proposed Coordinated Multipoint (CoMP) technology in LTE-A system. CoMP technology can be divided into Coordinated beamf orming (CB) and Joint processing (JP) technology. The JP technology can effectively improve the performance of the system by co-precoding of the coordinated cell. However, for CoMP MU-MIMO, since each cell base station simultaneously transmits data to multiple clients, multiple users share the same time-frequency resource, and there must be inter-user interference in the system, including inter-cell interference and intra-cell interference. Therefore, user interference and noise are the same, which greatly affects the performance of the system.
破零信道逆( Zero forcing channel inversion, ZF-CI )技术被提出消除多用户 间干扰,但是其却未考虑噪声的影响,而且其只适用于接收端各用户为 1根天线。 最小均方误差信道逆 ( Minimum mean- squared error channel inversion, MMSE-CI ) 考虑了噪声和多用户间干扰对系统性能的影响, 但和 ZF-CI—样, 只适合于接收 端各用户有一根接收天线。 信道块对角化 (Block Diagonolization, BD ) 预编码 技术,被提出完全消除用户间的干扰,而且接收端各用户可以有多于 1根的天线。 但是 BD技术必须满足于发送端的天线数大于等于所有用户的接收天线数之和, 因而 BD技术并不适合于接收端各用户有任意根接收天线的情况。 而且, BD技术 只是消除了用户间的干扰, 并未考虑噪声对系统性能的影响, 因而在信噪比降 低时, 其性能比较差。 发明内容 The Zero forcing channel inversion (ZF-CI) technique is proposed to eliminate multi-user interference, but it does not consider the influence of noise, and it is only applicable to one antenna for each user at the receiving end. Minimum mean-squared error channel inversion (MMSE-CI) considers the effect of noise and multi-user interference on system performance, but compared with ZF-CI, it is only suitable for each user at the receiving end. Receive antenna. The Block Diagonolization (BD) precoding technique is proposed to completely eliminate interference between users, and each user at the receiving end can have more than one antenna. However, the BD technology must satisfy the case where the number of antennas at the transmitting end is greater than or equal to the sum of the number of receiving antennas of all users. Therefore, the BD technology is not suitable for the case where each user at the receiving end has an arbitrary receiving antenna. Moreover, BD technology It only eliminates the interference between users, and does not consider the influence of noise on system performance. Therefore, when the signal-to-noise ratio is reduced, its performance is relatively poor. Summary of the invention
(一) 要解决的技术问题 (1) Technical problems to be solved
本发明的目的在于如何使 CoMP MU-MIMO系统的各用户有任意根接收天 线, 并减小用户间干扰和噪声对系统的影响, 改善系统性能, 尤其是在噪声较 大时使改善更加明显。 The object of the present invention is to enable each user of a CoMP MU-MIMO system to have an arbitrary root receiving antenna, and to reduce the influence of interference and noise between users on the system, and to improve system performance, especially when the noise is large.
(二)技术方案 (2) Technical plan
为了解决上述技术问题, 本发明提供一种协作多点多用户 MIMO系统的预 编码方法, 包括以下步骤: In order to solve the above technical problem, the present invention provides a precoding method for a coordinated multipoint multi-user MIMO system, comprising the following steps:
S1: 中央控制站从各小区基站 n(n = 1,--;T)获得基站发射功率 Ρη η = 1,-,Γ)、 基站 η与用户 i间的信道信息 H„,,以及信噪比 SNR„,;( = l, , , 其中 T为合作小 区的个数,^为系统中的用户数;进而得到各用户的信道信息 H,.以及噪声功率S1: The central control station obtains the base station transmit power Ρ η η = 1, -, Γ), the channel information H „ between the base station η and the user i, and the letter from each cell base station n (n = 1, -; ; T) The noise ratio SNR „, ; ( = l, , , where T is the number of cooperative cells, ^ is the number of users in the system; and then the channel information H, and noise power of each user is obtained.
S2: 中央控制站依 ^各用户的信道信息 H,.获得各用户的补信道^, 并对^ 实施信道扩展获得矩阵^ ={ ·,^}; 其中 /为∑k K=1 iMk x∑ lk≠Mk的单位 矩阵, ^^表示用户 的接收天线数; S2: The central control station obtains the complement channel ^ of each user according to the channel information H of each user, and performs channel extension to obtain a matrix ^ = { ·, ^}; where / is ∑ k K = 1 i M k The unit matrix of x∑ lk≠ M k , ^^ represents the number of receiving antennas of the user;
S3: 中央控制站对矩阵 实施 LQ分解, 获得酉矩阵 ; S3: The central control station performs LQ decomposition on the matrix to obtain a unitary matrix;
S4: 中央控制站将 β,.的子矩阵^:共轭转置与 H,.相乘, 获得各用户的等效信 S4: The central control station multiplies the sub-matrix ^: conjugate transpose of β,. by H,. to obtain the equivalent letter of each user.
S5: 中央控制站对等效信道 实施 SVD分解, 获得各用户的预编码矩阵 Wt(i = !,■■■, Κ); S5: The central control station performs SVD decomposition on the equivalent channel to obtain a precoding matrix W t (i = !, ■■■, Κ) of each user;
S6: 中央控制站根据各用户的预编码矩阵 ^^' = 1,···, 得到各基站的预编码 矩阵 《 = 1,-, )并发送给相应小区基站, 进而实施预编码。 S6: The central control station obtains the precoding matrix “= 1,−, ) of each base station according to the precoding matrix ^^' = 1,··· of each user, and sends the precoding matrix to the corresponding cell base station, thereby implementing precoding.
优选地, 所述步骤 S1进一步包括步骤: Preferably, the step S1 further comprises the steps of:
S11 : 小 区 基 站 通 过反 馈 或 信 道 互 惠 性 获得信 道信 息 ^n ,SNRn.{i = \,-,K) . S11: The cell base station obtains channel information ^ n , SNR n . {i = \, -, K) through feedback or channel reciprocity.
S12: 中央控制站通过网络接口从各基站获得发射功率 P„、 信道信息 υκ· = ι,···, ; S13: 中央控制站依据从各基站获得的发射功率 P„、 信道信息11„,,通过组合 获得各用户的信道信息^=[7^!^ … S12: The central control station obtains the transmission power P„, channel information υκ·= ι,···, from each base station through the network interface; S13: The central control station obtains channel information of each user by combining according to the transmission power P„ and the channel information 11′ obtained from each base station ^=[7^! ^ ...
S14: 中央控制站依据从各基站获得的发射功率 Ρ„、 信噪比 SNR„,,获得基站 n与用户 i间的噪声功率^^, 并依据^7^获得用户 i的噪声功率 ^ =∑ ,。 S14: The central control station obtains the noise power between the base station n and the user i according to the transmission power obtained from each base station, and the signal-to-noise ratio SNR, and obtains the noise power of the user i according to ^ 7 ^^ ,.
优选地, 所述步骤 S14进一步包括步骤: Preferably, the step S14 further comprises the steps of:
S141: 根据路损公式 = = (^)2^ , 获得用户 i接收到基站 n 的功率 S141: Obtain the power of the user i receiving the base station n according to the path loss formula == (^) 2 ^
R C R C
P- =^ PL , 其中 c表示光速, f为频率, d表示基站与用户间的距离, 表示路损 指数; 根据所获得的接收功率 以及 ^^w , 进而获得基站 n与用户 i间的 P - =^ PL , where c is the speed of light, f is the frequency, d is the distance between the base station and the user, indicating the path loss index; according to the received power and ^^w, the base station n and the user i are obtained.
, P , P
SNRN , SNR N ,
S142: 依据基站 n与用户 i间的噪声功率 c^, 进而获得用户 i的噪声功率 =Ση=ΐσ ,ί。 S142: According to the noise power c^ between the base station n and the user i, the noise power of the user i is obtained=Ση=ΐ σ , ί .
优选地, 所述步骤 S2中: Preferably, in the step S2:
首先根据所述各用户的信道信息 H,., 获得多用户 ΜΙΜΟ 系统的信道信息 Η«···,Η ···Η Υ, 各用户的补信道^ =( ,···, H , H … Ύ,这里 Τ表示 优选地, 所述步骤 S4进一步包括: First, according to the channel information H,. of each user, the channel information of the multi-user system Η«···, Η···Η Υ, the complement channel of each user ^=( ,···, H , H ... Ύ, here Τ indicates that the step S4 further includes:
选取由 ¾的前 N列和后 N行的元素组成的子矩阵 将 的共轭转置矩阵 右乘于 H,., 获得各用户的等效信道 τ"=Αα"。 Select the sub-matrix consisting of the elements of the first N column and the last N row of 3⁄4 and multiply the conjugate transposed matrix by H,. to obtain the equivalent channel τ"=Αα" for each user.
优选地, 所述步骤 S5进一步包括步骤: Preferably, the step S5 further comprises the steps of:
S51: 对 Η 按照 SVD分解公式 Η = U V" = uM^f进行分解; 其 中 为左酉矩阵, Λ,.为对角矩阵, 为右酉矩阵, 由 的前 列组成, ·,ο由 的后 N - Μ,列组成, V 表示矩阵 的复共轭转置矩阵, ,.表示用户 的接 收天线数, N表示所有基站的发送天线数之和; S51: Η Decompose according to the SVD decomposition formula Η = UV" = uM^f; where is the left 酉 matrix, Λ, . is the diagonal matrix, is the right 酉 matrix, consists of the front column, ·, ο by the back N - Μ, column composition, V denotes the complex conjugate transposed matrix of the matrix, , denotes the number of receiving antennas of the user, and N denotes the sum of the number of transmitting antennas of all base stations;
S52: 根据 获得各用户的预编码矩阵 ^^ = 1,···, )。 S52: According to obtaining a precoding matrix of each user ^^ = 1,···, ).
优选地, 所述步骤 S6进一步包括步骤: Preferably, the step S6 further comprises the steps of:
S61: 依据所获得的预编码矩阵 ^(ζ' = 1,···, ) , 可获得矩阵^ = [^,一,^] , 甘 + Λ ^ N X Υ Τ Ν— ' 甘 ώ / 志 it W ^ ^ 4 *r · S62: 依据矩阵 ^ = [^,···,^] , 进而获得基站 的预编码矩阵 w +ιS61: According to the obtained precoding matrix ^(ζ' = 1,···, ), the matrix ^ = [^, one, ^], Gan + Λ ^ NX Υ Τ Ν - '甘ώ / 志it W ^ ^ 4 *r · S62: obtaining a precoding matrix w + ι of the base station according to the matrix ^ = [^,···, ^]
:∑ ,,:)表示由矩阵 w的 第∑; , +1至第 U 行组成的子矩阵; :∑ , ,:) represents a submatrix consisting of the ∑; , + 1 to U lines of the matrix w;
S63: 中央控制站通过网络接口将各基站的预编码矩阵^ (《 = 1,- 发送给 相应小区的基站。 S63: The central control station sends the precoding matrix of each base station (" = 1, - to the base station of the corresponding cell) through the network interface.
本发明还提供一种协作多点多用户 MIMO系统的预编码矩阵生成装置, 包 括获取模块、 计算模块以及生成模块: The invention also provides a precoding matrix generating device for a coordinated multi-point multi-user MIMO system, comprising an obtaining module, a calculating module and a generating module:
所述获取模块, 用于从各小区基站获取发射功率 , 信道信息 Η^,^^^Ι,···,^) ; 其中 Η„,,·表示小区 η与用户 i间的信道信息, SNR„,,表 示小区 n与用户 i间的信噪比; The acquiring module is configured to acquire transmit power, channel information Η^, ^^^Ι, ···, ^) from each cell base station; where Η„,,· represents channel information between the cell η and the user i, SNR „,, represents the signal to noise ratio between cell n and user i;
所述计算模块, 用于计算出用户的信道信息 H,.以及噪声功率 The calculating module is configured to calculate channel information H, and noise power of the user
所述生成模块, 用于根据各用户的信道信息 H,.以及噪声功率 生成各用 户的预编码矩阵 。 The generating module is configured to generate a precoding matrix of each user according to channel information H, and noise power of each user.
优选地, 所述生成模块进一步包括: Preferably, the generating module further includes:
信道扩展模块, 用于对各用户的补信道 实施信道扩展, 获得矩阵 ; LQ分解模块,用于对矩阵 ^实施 LQ分解, 获取各用户有效的零空间矩阵 a channel extension module, configured to perform channel extension on a complement channel of each user to obtain a matrix; an LQ decomposition module, configured to perform LQ decomposition on the matrix, and obtain an effective zero space matrix for each user
Q ; Q ;
SVD分解模块, 用于对各用户的等效信道 Hr=H^T实施 SVD分解, 获取 各用户的增益矩阵 ; The SVD decomposition module is configured to perform SVD decomposition on the equivalent channel Hr=H^T of each user, and obtain a gain matrix of each user;
相乘模块,用于将各用户的零空间矩阵 ^左乘于其增益矩阵 , 获取各用 户的预编码矩阵 ^=^^。 The multiplication module is used to multiply the zero space matrix ^ of each user by its gain matrix to obtain the precoding matrix ^=^^ of each user.
优选地, 补信道扩展后的矩阵 ^={ ·,^Π; 其中 I 为∑ίΪ ίΜ ∑lu≠lMk的单位矩阵, ^表示用户 k的接收天线数。 Preferably, the matrix after complementing the channel is expanded by ^={·, ^Π; where I is an identity matrix of ∑ί Ϊ ί Μ ≠l u≠l M k , where ^ represents the number of receiving antennas of user k.
(三)有益效果 (3) Beneficial effects
本发明在用户端有多天线的情况下, 釆用上述预编码方法及装置, 排除了 多用户间干扰和噪声这两个因素对系统的影响, 改善了协作多点多用户 MIMO 系统性能,降低了发送端的复杂度,从而提升了此方法在实际应用中的可行性。 附图说明 图 1为本发明方法的流程图; In the case that the user has multiple antennas, the above precoding method and device are used to eliminate the influence of two factors such as multi-user interference and noise on the system, and the performance of the coordinated multi-point multi-user MIMO system is improved and the performance is reduced. The complexity of the sender increases the feasibility of this method in practical applications. DRAWINGS Figure 1 is a flow chart of the method of the present invention;
图 2为本发明装置的结构示意图; 2 is a schematic structural view of a device of the present invention;
图 3为本发明一实施例中本发明的预编码方法和基于 BD预编码方法的协作 多点 MIMO系统的容量比较曲线图。 具体实施方式 3 is a graph showing a capacity comparison of a precoding method of the present invention and a cooperative multipoint MIMO system based on the BD precoding method according to an embodiment of the present invention. detailed description
下面结合附图和实施例, 对本发明的具体实施方式作进一步详细描述。 以 下实施例用于说明本发明, 但不是限制本发明的范围。 The specific embodiments of the present invention are further described in detail below with reference to the drawings and embodiments. The following examples are intended to illustrate the invention but are not intended to limit the scope of the invention.
如图 1所示, 本发明所述的预编码方法包括以下步骤: As shown in FIG. 1, the precoding method of the present invention includes the following steps:
S1: 中央控制站从各小区基站 (eNB )获得基站发射功率 Ρ„(" = 1,···,Γ) (Τ 为合作小区的个数), 基站 η 与用户 i 间的信道信息 Η„,,·以及信噪比 SNRni(i = l,-,K) ( 为系统中的用户数), 进而得到各用户的信道信息 H;以及 噪声功率 σ,20' = 1,···, , 具体步骤为: S1: The central control station obtains the base station transmit power from each cell base station (eNB) Ρ„(" = 1,···,Γ) (Τ is the number of cooperative cells), and the channel information between the base station η and the user i ,, and the signal-to-noise ratio SNR ni (i = l, -, K) (which is the number of users in the system), and then obtain the channel information H of each user ; and the noise power σ, 2 0' = 1,··· , , the specific steps are:
小 区基站 ( = 1,···,Γ) 通过反馈或信道互惠性获得信道信 息 = l,-,K) , 其中 Η„,表示小区 n与用户 1间的信道信息, SNR 表示小 区 n与用户 i间的信噪比; Cell base station ( = 1,···,Γ) Obtain channel information through feedback or channel reciprocity = l, -, K) , where Η „ indicates the channel information between cell n and user 1, and SNR represents the signal-to-noise ratio between cell n and user i;
中央控制站通过网络接口从各基站获得发射功率 , 信道信息 Un .,SNRni(i = l,---,K); The central control station obtains transmit power from each base station through a network interface, channel information U n ., SNR ni (i = l, ---, K);
依据从各基站获得的发射功率 、信道信息^ ,进而中央控制站通过组合 获得各用户的信道信息 … V^¾r ; According to the transmission power and channel information obtained from each base station, the central control station obtains the channel information of each user by combining... V^3⁄4 r ;
依据从各基站获得的发射功率 以及 SNR n,i , 根据路损公式According to the transmission power obtained from each base station and the SNR n , i , according to the path loss formula
PL = ^ = (^†d 获得用户 i接收到基站 n的功率 = , 根据所获得的接 收功率 以及 进而获得基站 n与用户 i间的噪声功率 ,= 一; 依据 基站 n与用户 i间的噪声功率 2,· ,进而获得用户 i的噪声功率 。 PL = ^ = (^†d obtains the power of the user i receiving the base station n = , according to the obtained received power and further obtains the noise power between the base station n and the user i, = one; according to the noise between the base station n and the user i Power 2 , ·, and then get the noise power of user i .
S2: 中央控制站依据各用户的信道信息 H;, 获得各用户的补信道^, 并对 其实施信道扩展获得矩阵 , 具体步骤为: S2: the central control station of each user based on channel information H;, obtained patch of each user channel ^, and obtain the matrix channel extension of its embodiments, the specific steps:
根据所述各用户的信道信息 H,. , 获得多用户 MIMO 系统的信道信息为 Obtaining channel information of the multi-user MIMO system according to the channel information H,. of each user is
H = «···, Η ···ΐ τ , 各用户的补信道为^ =( ,···, H , H … Ύ, 这里 Τ表 示转置。 H = «···, Η ···ΐ τ , the complement channel for each user is ^ =( ,···, H , H ... Ύ, here is the table Transposed.
对各用户的补信道^实施信道扩展, 获得矩阵 ^={ ,σ;/}, 其中 / 为 ∑^≠, ><∑^≠, 的单位矩阵, 表示用户 的接收天线数。通过将 σ,·/放 置在 的右边, (现有技术中的常用方法是放在 下方), 使得矩阵 的维度变 为∑ ^^x(∑ ≠i^+W) , 显然其列数大于其行数, 进而保证了获取 ,零空 间的维度要求。 因而本发明适合于接收端各用户有任意接收天线的 CoMP MU-MIMO 预编码系统。 由^的构成形式可知, 其同时考虑了会引起多用户间 干扰的影响元素^和噪声 ,/ , N为发送端天线数。 而且, 我们可以看到, 对不 同的用户, 其噪声功率也可能不一样, 这依赖于各基站的发送功率。 因此, 本 发明还有效地适合于各小区基站发送功率不一样的 CoMP系统。 The channel expansion is performed on the complement channel of each user, and the matrix ^={ , σ ; / } is obtained, where / is the unit matrix of ∑^ ≠ , ><∑^ ≠ , representing the number of receiving antennas of the user. By placing σ,·/ on the right side (the usual method in the prior art is to put it below), the dimension of the matrix is changed to ∑ ^^ x (∑ ≠i ^ + W), obviously its number of columns is greater than its The number of rows, in turn, guarantees the dimensional requirements of the acquisition, zero space. Therefore, the present invention is suitable for a CoMP MU-MIMO precoding system in which each user at the receiving end has an arbitrary receiving antenna. It can be seen from the form of ^ that it considers the influence element and noise which cause interference between multiple users, and /, N is the number of antennas at the transmitting end. Moreover, we can see that the noise power may be different for different users, depending on the transmit power of each base station. Therefore, the present invention is also effectively applicable to a CoMP system in which base station base stations transmit power differently.
步骤 S3, 对矩阵 实施 LQ分解, 获得下三角矩阵 ^和酉矩阵 通过釆 用 LQ分解来获得三角矩阵 Z^P酉矩阵 降低了发送端的复杂度。 In step S3, the LQ decomposition is performed on the matrix to obtain the lower triangular matrix ^ and the 酉 matrix. The LQ decomposition is used to obtain the triangular matrix Z^P酉 matrix, which reduces the complexity of the transmitting end.
步骤 S4, 将¾的的子矩阵 与信道信息矩阵 相乘, 获得各用户的等效信道 ΗΓ , 具体包括如下: Step S4, multiplying the sub-matrix of the 3⁄4 with the channel information matrix to obtain an equivalent channel 各 of each user, which specifically includes the following:
选取 ¾的前 N列和后 N行的元素来组成子矩阵^:, 并将 的共轭转置右乘 于 H;, 进而获得各用户的等效信道 Γ"= ^ 。 The elements of the first N columns and the last N rows of 3⁄4 are selected to form the submatrix ^:, and the conjugate is transposed and right multiplied by H ; , and the equivalent channel 各 "= ^ of each user is obtained.
步骤 S5, 对各用户的等效信道 ^ "实施 SVD分解操作, 获得各用户的预 编码矩阵 , 具体包括如下: Step S5: Perform an SVD decomposition operation on the equivalent channel of each user, and obtain a precoding matrix of each user, which specifically includes the following:
对 Ht equ按照 SVD分解公式 Hr = υ,Α,ν," = U Wl Vlfi}H进行分解操作, 其中 为左酉矩阵, Λ;为对角矩阵, 为右酉矩阵, 由 的前 列组成, ff表示矩 阵 K的复共轭转置矩阵, 。由 的后 (N减 列组成, ^表示用户 的接收天线数, N为发送端的天线数。 Decompose the H t equ according to the SVD decomposition formula Hr = υ, Α, ν, " = UW l V lfi } H , where is the left 酉 matrix, Λ ; is the diagonal matrix, is the right 酉 matrix, consists of the front column , ff denotes the complex conjugate transposed matrix of the matrix K. The latter is composed of N minus columns, where ^ represents the number of receiving antennas of the user, and N is the number of antennas at the transmitting end.
根据 ^:^^, 获得各用户的预编码矩阵 。 According to ^:^^, the precoding matrix of each user is obtained.
S106: 中央控制站将根据预编码矩阵 所获得的各基站的预编码矩阵发送 给各小区基站, 进而实施预编码, 具体包括如下: S106: The central control station sends the precoding matrix of each base station obtained according to the precoding matrix to each cell base station, and then performs precoding, which specifically includes the following:
依据所获得的各用户的预编码矩阵 ' = ι,···, ,可获得矩阵 w = [^d ] , 其大小为 Wx∑^N„ , 其中 ^表示基站 "的发送天线数; According to the obtained precoding matrix '= ι,···· of each user, the matrix w = [^d ] can be obtained, and its size is Wx∑^N„, where ^ represents the number of transmitting antennas of the base station;
依据^ 进而获得基站 z的预编码矩阵 w =w(∑ N+iU ,:), 其中 W(∑" N} + 1:∑η Ν},:)表示由矩阵 w的第 U +1至第 行组成的子矩 阵; Obtaining a precoding matrix w = w(∑ N + iU , : ) of the base station z according to ^ W(∑" N } + 1:∑ η Ν } , :) represents a submatrix consisting of U + 1 to the first row of the matrix w;
中央控制站通过网络接口将各基站的预编码矩阵 ¾^(" =1,一 )发给相应 地基站 "。 Central control station via the network interface precoding matrix ^ ¾ each base station ( "= 1, a) issue a corresponding base station."
图 2为本发明的 CoMP MU-MIMO的预编码矩阵生成装置结构示意图, 该 装置包括: 获取模块 10, 计算模块 20以及生成模块 30: 2 is a schematic structural diagram of a CoMP MU-MIMO precoding matrix generating apparatus according to the present invention. The apparatus includes: an obtaining module 10, a calculating module 20, and a generating module 30:
其中所述获取模块 10, 用于从各小区基站获取发射功率 C 信道信息 = !,■-, K) , 其中 H„,;表示小区 n与用户 i间的信道信息, SNRn„泉示 小区 n与用户 i间的信噪比;所述计算模块 20,用于计算出用户的信道信息 以 及噪声功率 所述生成模块 30, 用于根据各用户的信道信息 H;以及噪声功率 , 生成预编码矩阵 。 The acquiring module 10 is configured to acquire transmit power C channel information from each cell base station. = !,■-, K) , where H„, ; represents channel information between cell n and user i, SNR n „shows the signal-to-noise ratio between cell n and user i; said calculation module 20 is used for calculation the user channel information and the noise power generation module 30, for each user according to channel information H; and a noise power, to generate a precoding matrix.
其中生成模块 30进一步包括: 信道扩展模块 31, LQ分解模块 32, SVD 分解模块 33, 相乘模块 34。 信道扩展模块 31, 用于对各用户的补信道 实施 信道扩展, 获得矩阵 LQ分解模块 32, 用于对矩阵 实施 LQ分解, 获取 各用户有效的零空间矩阵 SVD 分解模块 33, 用于对各用户的等效信道 ΗΓ =Η^Η实施 SVO分解, 获取各用户的增益矩阵^; 相乘模块 34, 用于将 各用户的零空间矩阵 左乘于其增益矩阵 , 获取各用户的预编码矩阵 Wt =¾ 。 The generating module 30 further includes: a channel expansion module 31, an LQ decomposition module 32, an SVD decomposition module 33, and a multiplication module 34. The channel expansion module 31 is configured to perform channel extension on the complement channel of each user, and obtain a matrix LQ decomposition module 32, configured to perform LQ decomposition on the matrix, and obtain a valid zero-space matrix SVD decomposition module 33 for each user, for each user. The equivalent channel ΗΓ = Η ^ Η implement SVO decomposition to obtain the gain matrix of each user ^; the multiplication module 34 is used to multiply the zero space matrix of each user by its gain matrix to obtain the precoding matrix W of each user. t = 3⁄4.
下面将给出本发明的预编码方法与现有的其它预编码方案的比较, 以使本 发明的优势及特征更加明显。 A comparison of the precoding method of the present invention with other existing precoding schemes will be given below to make the advantages and features of the present invention more apparent.
对一个 mx«的实矩阵, 其 SVD分解的复杂度为 ½2m + 13m3 (flops),其 LQ 分解的复杂度为 2m2(«-m/3) (flops)。 这里以实矩阵为例来说明。 For a real matrix of mx«, the complexity of SVD decomposition is 1⁄2 2 + 13m 3 (flops), and the complexity of LQ decomposition is 2m 2 («-m/3) (flops). Here is a real matrix as an example.
假定系统有 个用户,各用户有相同的接收天线数 Μ; =Μ , = 0ίΓ-1)χΜ , 并假定每用户传输的流数为 1,本发明的预编码方法与已有的预编码的复杂度的 比较如下表 1所示,其中实例 (8,2,2,4)表示系统基站端的发送天线数之和 Ν为 8, 系统有两个小区协作, 每个用户的接收天线数为 2, 系统中共有 4个用户。 Suppose the system has a user, each user has the same number of receiving antennas ; =Μ, = 0ίΓ-1)χΜ, and assumes that the number of streams transmitted per user is 1, the precoding method of the present invention and the existing precoding The comparison of the complexity is shown in Table 1, where the instance (8, 2, 2, 4) indicates that the sum of the number of transmitting antennas at the base station of the system is ,8, the system has two cells cooperating, and the number of receiving antennas per user is 2. There are 4 users in the system.
表 1 本发明的预编码方法与已有的预编码的复杂度比较 Table 1 Comparison of the complexity of the precoding method of the present invention and the existing precoding
复杂度表达式 实例(8,2,2,4) Complexity expression example (8, 2, 2, 4)
由表 1可知, 与传统的 CoMP MU-MIMO预编码方法, 例如 BD相比, 本 发明技术方案大大降低了发收端的运算复杂度, 这将有利于本发明的方法在实 际中的应用。 It can be seen from Table 1 that compared with the conventional CoMP MU-MIMO precoding method, such as BD, the technical solution of the present invention greatly reduces the computational complexity of the transmitting end, which will facilitate the practical application of the method of the present invention.
此外, 如图 3 所示, 示出了系统 (8,2,4 )基于本发明的预编码方法和基于 BD预编码方法 CoMP MU-MIMO系统的容量比较曲线图, 该系统有 4个用户, 每个用户有 2根接收天线, 共有 2个协作小区, 每个小区基站发送端有 4根发 送天线, 接收端均釆用 ZF检测, 在不同的信噪比条件下, 基于本发明的多用户 预编码系统与 BD的多用户预编码系统的容量的仿真比较图。 由图 3可以看出, 本发明的预编码方案与 BD方案相比, 能很好的改善系统的信噪比,从而提高系 统的容量。 而且如表 1所示, 与 BD相比, 本发明的方案有更低的复杂度。 进而 表明了本方案与传统的 BD方案有更好地实现性。 In addition, as shown in FIG. 3, a capacity comparison graph of the system (8, 2, 4) based on the precoding method of the present invention and the CoMP MU-MIMO system based on the BD precoding method is shown, the system has 4 users, Each user has 2 receiving antennas, and there are 2 coordinated cells. Each cell base station has 4 transmitting antennas at the transmitting end, and the receiving end uses ZF detection. Under different SNR conditions, the multi-user based on the present invention A simulation comparison of the capacity of the precoding system and the BD multi-user precoding system. As can be seen from Fig. 3, the precoding scheme of the present invention can improve the signal to noise ratio of the system better than the BD scheme, thereby increasing the capacity of the system. Moreover, as shown in Table 1, the solution of the present invention has a lower complexity than BD. Furthermore, it shows that this scheme is better implemented than the traditional BD scheme.
以上所述仅是本发明的优选实施方式, 应当指出, 对于本技术领域的普通 技术人员来说, 在不脱离本发明技术原理的前提下, 还可以做出若干改进和替 换, 这些改进和替换也应视为本发明的保护范围。 The above description is only a preferred embodiment of the present invention, and it should be noted that those skilled in the art can make several improvements and substitutions without departing from the technical principles of the present invention. It should also be considered as the scope of protection of the present invention.
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