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    • 3. 发明授权
    • Method and system for rate reduction pre-coding matrices
    • 速率降低预编码矩阵的方法和系统
    • US08687715B2
    • 2014-04-01
    • US11847683
    • 2007-08-30
    • Mark KentVinko ErcegJun ZhengUri Landau
    • Mark KentVinko ErcegJun ZhengUri Landau
    • H04L27/28
    • H04L25/03343H04L25/0204H04L25/0222H04L25/0248H04L2025/03426H04L2025/03808
    • Aspects of a method and system for a delta quantizer for rate reduction pre-coding matrices may include quantizing a change in channel state information in a MIMO pre-coding system onto a codebook and generating a pre-coding matrix based on at least the channel state information. The channel state information may be a matrix V and one or more associated singular values. The matrix V may be generated using Singular Value Decomposition (SVD) or Geometric Mean Decomposition (GMD). One or more columns of the matrix V may be selected based on the one or more associated singular values and may be combined to enable the generation of the pre-coding matrix. The codebook may comprise one or more unitary matrices. An index of an element of the codebook, onto which the change in channel state information is quantized, may be transmitted from a receiver to a transmitter.
    • 用于速率降低预编码矩阵的delta量化器的方法和系统的方面可以包括将MIMO预编码系统中的信道状态信息的变化量化到码本上,并且至少基于信道状态生成预编码矩阵 信息。 信道状态信息可以是矩阵V和一个或多个相关联的奇异值。 矩阵V可以使用奇异值分解(SVD)或几何平均分解(GMD)来生成。 可以基于一个或多个相关联的奇异值来选择矩阵V的一个或多个列,并且可以组合以使得能够生成预编码矩阵。 码本可以包括一个或多个酉矩阵。 信道状态信息的变化被量化的码本的元素的索引可以从接收器发送到发送器。
    • 5. 发明授权
    • Method and system for an alternating delta quantizer for limited feedback MIMO pre-coders
    • 用于有限反馈MIMO预编码器的交替Δ量化器的方法和系统
    • US08817899B2
    • 2014-08-26
    • US13310872
    • 2011-12-05
    • Mark KentVinko ErcegJun ZhengUri Landau
    • Mark KentVinko ErcegJun ZhengUri Landau
    • H04L27/28
    • H04B7/0417H04B7/0626H04B7/0639H04B7/0641
    • Aspects of a method and system for an alternating delta quantizer for limited feedback MIMO pre-coders may comprise quantizing a change in channel state information in a MIMO pre-coding system onto at least a first and a second codebook, each of which comprises one or more unitary matrices, using a cost function; feeding back, in an alternating manner, an index to an element of at least the first codebook or the second codebook, associated with the quantizing, from a receiver to a transmitter in said MIMO pre-coding system, and generating the at least first and second codebook based on at least the channel state information. The channel state information may be a matrix V and the cost function may be defined by the following relationship: f ⁡ ( A ) = ( 1 N ⁢ ∑ j = 1 N ⁢  a jj  2 ) where A is a matrix of size N by N and aij is element (i,j) of matrix A.
    • 用于有限反馈MIMO预编码器的交替式量化器的方法和系统的方面可以包括将MIMO预编码系统中的信道状态信息的改变量化到至少第一和第二码本上,每个码本包括一个或 更多的单位矩阵,使用成本函数; 以交替的方式,向所述MIMO预编码系统中的从接收机到发射机的与量化相关联的至少第一码本或第二码本的元素的索引进行反馈,并且生成至少第一和 至少基于信道状态信息的第二码本。 信道状态信息可以是矩阵V,并且成本函数可以由以下关系定义:f⁡(A)=(1NΣj = 1 Na jj her 2)其中A是大小的矩阵 N是N,aij是矩阵A的元素(i,j)。
    • 6. 发明申请
    • Method and System for an Alternating Delta Quantizer for Limited Feedback MIMO Pre-Coders
    • 用于有限反馈MIMO预编码的交替Delta量化器的方法和系统
    • US20120076223A1
    • 2012-03-29
    • US13310872
    • 2011-12-05
    • Mark KentVinko ErcegJun ZhengUri Landau
    • Mark KentVinko ErcegJun ZhengUri Landau
    • H04K1/10
    • H04B7/0417H04B7/0626H04B7/0639H04B7/0641
    • Aspects of a method and system for an alternating delta quantizer for limited feedback MIMO pre-coders may comprise quantizing a change in channel state information in a MIMO pre-coding system onto at least a first and a second codebook, each of which comprises one or more unitary matrices, using a cost function; feeding back, in an alternating manner, an index to an element of at least the first codebook or the second codebook, associated with the quantizing, from a receiver to a transmitter in said MIMO pre-coding system, and generating the at least first and second codebook based on at least the channel state information. The channel state information may be a matrix V and the cost function may be defined by the following relationship: f  ( A ) = ( 1 N  ∑ j = 1 N   a jj  2 ) where A is a matrix of size N by N and aij is element (i,j) of matrix A.
    • 用于有限反馈MIMO预编码器的交替式量化器的方法和系统的方面可以包括将MIMO预编码系统中的信道状态信息的改变量化到至少第一和第二码本上,每个码本包括一个或 更多的单位矩阵,使用成本函数; 以交替的方式,向所述MIMO预编码系统中的从接收机到发射机的与量化相关联的至少第一码本或第二码本的元素的索引进行反馈,并且生成至少第一和 至少基于信道状态信息的第二码本。 信道状态信息可以是矩阵V,并且可以通过以下关系来定义成本函数:f(A)=(1NΣΣ= 1 Na jj her 2)其中A是大小的矩阵 N是N,aij是矩阵A的元素(i,j)。
    • 7. 发明申请
    • METHOD AND SYSTEM FOR RATE REDUCTION PRE-CODING MATRICES
    • 用于降低速率预编码矩阵的方法和系统
    • US20080192853A1
    • 2008-08-14
    • US11847683
    • 2007-08-30
    • Mark KentVinko ErcegJun ZhengUri Landau
    • Mark KentVinko ErcegJun ZhengUri Landau
    • H04L5/12
    • H04L25/03343H04L25/0204H04L25/0222H04L25/0248H04L2025/03426H04L2025/03808
    • Aspects of a method and system for a delta quantizer for rate reduction pre-coding matrices may include quantizing a change in channel state information in a MIMO pre-coding system onto a codebook and generating a pre-coding matrix based on at least the channel state information. The channel state information may be a matrix V and one or more associated singular values. The matrix V may be generated using Singular Value Decomposition (SVD) or Geometric Mean Decomposition (GMD). One or more columns of the matrix V may be selected based on the one or more associated singular values and may be combined to enable the generation of the pre-coding matrix. The codebook may comprise one or more unitary matrices. An index of an element of the codebook, onto which the change in channel state information is quantized, may be transmitted from a receiver to a transmitter.
    • 用于速率降低预编码矩阵的delta量化器的方法和系统的方面可以包括将MIMO预编码系统中的信道状态信息的变化量化到码本上,并且至少基于信道状态生成预编码矩阵 信息。 信道状态信息可以是矩阵V和一个或多个相关联的奇异值。 矩阵V可以使用奇异值分解(SVD)或几何平均分解(GMD)来生成。 可以基于一个或多个相关联的奇异值来选择矩阵V的一个或多个列,并且可以组合以使得能够生成预编码矩阵。 码本可以包括一个或多个酉矩阵。 信道状态信息的变化被量化的码本的元素的索引可以从接收器发送到发送器。
    • 8. 发明申请
    • METHOD AND SYSTEM FOR AN ALTERNATING DELTA QUANTIZER FOR LIMITED FEEDBACK MIMO PRE-CODERS
    • 用于有限反馈MIMO预编码器的替代量规的方法和系统
    • US20080192717A1
    • 2008-08-14
    • US11847669
    • 2007-08-30
    • Mark KentVinko ErcegJun ZhengUri Landau
    • Mark KentVinko ErcegJun ZhengUri Landau
    • H04B7/216
    • H04B7/0417H04B7/0626H04B7/0639H04B7/0641
    • Aspects of a method and system for an alternating delta quantizer for limited feedback MIMO pre-coders may comprise quantizing a change in channel state information in a MIMO pre-coding system onto at least a first and a second codebook, each of which comprises one or more unitary matrices, using a cost function; feeding back, in an alternating manner, an index to an element of at least the first codebook or the second codebook, associated with the quantizing, from a receiver to a transmitter in said MIMO pre-coding system, and generating the at least first and second codebook based on at least the channel state information. The channel state information may be a matrix V and the cost function may be defined by the following relationship: f  ( A ) = ( 1 N  ∑ j = 1 N   a jj  2 ) where A is a matrix of size N by N and aij is element (i,j) of matrix A.
    • 用于有限反馈MIMO预编码器的交替式量化器的方法和系统的方面可以包括将MIMO预编码系统中的信道状态信息的改变量化到至少第一和第二码本上,每个代码簿包括一个或 更多的单位矩阵,使用成本函数; 以交替的方式,向所述MIMO预编码系统中的从接收机到发射机的与量化相关联的至少第一码本或第二码本的元素的索引进行反馈,并且生成至少第一和 至少基于信道状态信息的第二码本。 信道状态信息可以是矩阵V,并且成本函数可以由以下关系定义: < = 1 N > > Σ j = 1 N è 2 MROW> 其中A是大小为N的矩阵,N是矩阵A的元素(i,j)。
        • 9. 发明授权
        • Method and system for an alternating delta quantizer for limited feedback MIMO pre-coders
        • 用于有限反馈MIMO预编码器的交替Δ量化器的方法和系统
        • US08090049B2
        • 2012-01-03
        • US11847669
        • 2007-08-30
        • Mark KentVinko ErcegJun ZhengUri Landau
        • Mark KentVinko ErcegJun ZhengUri Landau
        • H04L25/49
        • H04B7/0417H04B7/0626H04B7/0639H04B7/0641
        • Aspects of a method and system for an alternating delta quantizer for limited feedback MIMO pre-coders may comprise quantizing a change in channel state information in a MIMO pre-coding system onto at least a first and a second codebook, each of which comprises one or more unitary matrices, using a cost function; feeding back, in an alternating manner, an index to an element of at least the first codebook or the second codebook, associated with the quantizing, from a receiver to a transmitter in said MIMO pre-coding system, and generating the at least first and second codebook based on at least the channel state information. The channel state information may be a matrix V and the cost function may be defined by the following relationship: f ⁡ ( A ) = ( 1 N ⁢ ∑ j = 1 N ⁢  a jj  2 ) where A is a matrix of size N by N and aij is element (i,j) of matrix A.
        • 用于有限反馈MIMO预编码器的交替式量化器的方法和系统的方面可以包括将MIMO预编码系统中的信道状态信息的改变量化到至少第一和第二码本上,每个代码簿包括一个或 更多的单位矩阵,使用成本函数; 以交替的方式,向所述MIMO预编码系统中的从接收机到发射机的与量化相关联的至少第一码本或第二码本的元素的索引进行反馈,并且生成至少第一和 至少基于信道状态信息的第二码本。 信道状态信息可以是矩阵V,并且成本函数可以由以下关系定义:f⁡(A)=(1NΣj = 1 Na jj her 2)其中A是大小的矩阵 N是N,aij是矩阵A的元素(i,j)。
        • 10. 发明申请
        • METHOD AND SYSTEM FOR AN ALTERNATING CHANNEL DELTA QUANTIZER FOR 2X2 MIMO PRE-CODERS WITH FINITE RATE CHANNEL STATE INFORMATION FEEDBACK
        • 用于具有有限速率信道状态信息反馈的2X2 MIMO预编译器的交替通道量测器的方法和系统
        • US20080192852A1
        • 2008-08-14
        • US11847628
        • 2007-08-30
        • Mark KentVinko ErcegJun ZhengUri Landau
        • Mark KentVinko ErcegJun ZhengUri Landau
        • H04L27/28
        • H04B7/0417H04B7/0634H04B7/0639H04L25/0204H04L25/0222H04L25/0242H04L25/03343H04L2025/03426H04L2025/03802
        • Aspects of a method and system for an alternating channel delta quantizer for 2×2 MIMO pre-coders with finite rate channel state information feedback may include quantizing a change in channel state information in a 2×2 MIMO pre-coding system onto a codebook using a cost function, and alternating the codebook between two codebooks, each of which comprises one or more unitary matrices. The channel state information may be a matrix V that may be generated using Singular Value Decomposition (SVD) or Geometric Mean Decomposition (GMD). The cost function f(A) may be defined by the following relationship: f  ( A ) = ( 1 N  ∑ j = 1 N   a jj  2 ) where A is a matrix of size N by N and aij is element (i,j) of matrix A. The one or more unitary matrices may be generated from a first matrix and a second matrix. The first matrix and the second matrix may be generated using a Givens decomposition.
        • 用于具有有限速率信道状态信息反馈的2×2 MIMO预编码器的交替信道增量量化器的方法和系统的方面可以包括使用成本函数量化2×2 MIMO预编码系统中信道状态信息到码本上的变化, 并且在两个码本之间交替码本,每个码本包括一个或多个酉矩阵。 信道状态信息可以是可以使用奇异值分解(SVD)或几何平均分解(GMD)生成的矩阵V. 成本函数f(A)可以由以下关系定义: f A = 1 N > / MI> 2 其中A是大小为N的矩阵,N是矩阵A的元素(i,j)。一个或多个酉矩阵可以从 第一矩阵和第二矩阵。 可以使用Givens分解来生成第一矩阵和第二矩阵。