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    • 11. 发明申请
    • SYSTEMS AND METHODS FOR HYBRID-MIMO EQUALIZATION
    • 用于混合MIMO均衡的系统和方法
    • US20080181322A1
    • 2008-07-31
    • US12022307
    • 2008-01-30
    • Deric W. WatersAnuj BatraSrinath Hosur
    • Deric W. WatersAnuj BatraSrinath Hosur
    • H04L27/28G06F17/16
    • H04L25/03006H04L2025/03414H04L2025/03426H04L2025/03605
    • Embodiments provide systems and methods for a novel multiple-input multiple-output (MIMO) equalization technique that produces a channel matrix that contains partly real coefficients and partly complex coefficients, referred to herein as a hybrid-MIMO equalization. MIMO detectors can exploit the hybrid-MIMO equalization to reduce complexity. Some embodiments provide systems and methods for equalizing a communication channel comprising receiving as an input a channel output vector, dividing the input into two vectors, a first vector that remains a complex number and a second vector that contains only real numbers, separating the second vector into its real and imaginary components, and regrouping the first and second vectors into a hybrid channel output vector that contains both real and complex coefficients.
    • 实施例提供了一种新颖的多输入多输出(MIMO)均衡技术的系统和方法,其产生包含部分实系数和部分复系数的信道矩阵,这里称为混合MIMO均衡。 MIMO检测器可以利用混合MIMO均衡来降低复杂度。 一些实施例提供用于均衡通信信道的系统和方法,包括:接收作为输入的信道输出向量,将输入划分成两个向量,保留复数的第一向量和仅包含实数的第二向量,将第二向量 转换成其实部和虚部,并将第一和第二矢量重新分组成包含实数和复系数的混合信道输出向量。
    • 12. 发明授权
    • Dynamic resource allocation to improve MIMO detection performance
    • 动态资源分配,以提高MIMO检测性能
    • US08040959B2
    • 2011-10-18
    • US11926966
    • 2007-10-29
    • Deric W. WatersNaftali SommerAnuj BatraSrinath Hosur
    • Deric W. WatersNaftali SommerAnuj BatraSrinath Hosur
    • H04K1/10H04L27/28
    • H04L25/03006H04L2025/03414H04L2025/03426
    • A method and apparatus for detecting symbols in a Multiple-Input Multiple-Output Orthogonal Frequency Division Multiplexing (“MIMO-OFDM”) system. A MIMO-OFDM receiver includes a first detector that estimates a symbol of a first MIMO-OFDM sub-carrier and a second detector that estimates a symbol of a second MIMO-OFDM sub-carrier. The second detector differs in complexity from the first detector. A detector control block is coupled to the detectors. The detector control block assigns the first detector to process the first MIMO-OFDM sub-carrier and assigns the second detector to process the second MIMO-OFDM sub-carrier. The detector control block computes a list metric for a sub-carrier. Based on the list metric the detector control block assigns a candidate symbol list length to the detector processing the sub-carrier. Alternately, the detector control block assigns one of a variety of detector types to a sub-carrier based on the sub-carrier list metric.
    • 一种用于在多输入多输出正交频分复用(“MIMO-OFDM”)系统中检测符号的方法和装置。 MIMO-OFDM接收机包括估计第一MIMO-OFDM子载波的符号的第一检测器和估计第二MIMO-OFDM子载波的符号的第二检测器。 第二检测器的复杂性与第一检测器不同。 检测器控制块耦合到检测器。 检测器控制块分配第一检测器来处理第一MIMO-OFDM子载波,并且分配第二检测器来处理第二MIMO-OFDM子载波。 检测器控制块计算子载波的列表度量。 基于列表度量,检测器控制块将候选符号列表长度分配给处理子载波的检测器。 或者,检测器控制块基于子载波列表度量将各种检测器类型中的一种分配给子载波。
    • 13. 发明授权
    • Systems and methods for low-complexity MIMO detection with analytical leaf-node prediction
    • 用于具有分析叶节点预测的低复杂度MIMO检测的系统和方法
    • US08155217B2
    • 2012-04-10
    • US12016967
    • 2008-01-18
    • Deric W. WatersAnuj BatraSrinath Hosur
    • Deric W. WatersAnuj BatraSrinath Hosur
    • H04K1/10
    • H04L27/2601H04B7/0413H04L25/0202
    • Systems and methods for providing multiple-input multiple-output (MIMO) detection, comprising a leaf node predictor for receiving a processed communications stream, computing at least one channel metric corresponding to the communications stream for a given channel realization by optimizing a predetermined probability, and analytically generating at least one parameter to output, which at least one parameter corresponds to at least one predicted best leaf node candidate for the given channel realization. The leaf-node predictor may generate, in real-time and without using a look-up table, at least one parameter directly from a given channel metric. Some embodiments analytically generate at least one parameter value for use by a MIMO detector corresponding to a channel metric and store the generated at least one parameter value and corresponding channel metric in a look-up table.
    • 用于提供多输入多输出(MIMO)检测的系统和方法,包括用于接收经处理的通信流的叶节点预测器,通过优化预定概率来计算与所述通信流相对应的至少一个信道度量用于给定信道实现, 并且分析地生成至少一个要输出的参数,所述至少一个参数对应于给定信道实现的至少一个预测的最佳叶节点候选。 叶节点预测器可以实时地和不使用查找表来生成直接来自给定信道度量的至少一个参数。 一些实施例分析地生成至少一个参数值,供由MIMO信号检测器对应于信道度量使用,并将生成的至少一个参数值和对应的信道度量存储在查找表中。
    • 14. 发明申请
    • SYSTEMS AND METHODS FOR LOW-COMPLEXITY MIMO DETECTION WITH ANALYTICAL LEAF-NODE PREDICTION
    • 用于具有分析叶节点预测的低复杂度MIMO检测的系统和方法
    • US20110200148A1
    • 2011-08-18
    • US13095120
    • 2011-04-27
    • Deric W. WatersAnuj BatraSrinath Hosur
    • Deric W. WatersAnuj BatraSrinath Hosur
    • H04L27/06
    • H04L27/2601H04B7/0413H04L25/0202
    • Systems and methods for providing multiple-input multiple-output (MIMO) detection, comprising a leaf node predictor for receiving a processed communications stream, computing at least one channel metric corresponding to the communications stream for a given channel realization by optimizing a predetermined probability, and analytically generating at least one parameter to output, which at least one parameter corresponds to at least one predicted best leaf node candidate for the given channel realization. The leaf-node predictor may generate, in real-time and without using a look-up table, at least one parameter directly from a given channel metric. Some embodiments analytically generate at least one parameter value for use by a MIMO detector corresponding to a channel metric and store the generated at least one parameter value and corresponding channel metric in a look-up table.
    • 用于提供多输入多输出(MIMO)检测的系统和方法,包括用于接收经处理的通信流的叶节点预测器,通过优化预定概率来计算与所述通信流相对应的至少一个信道度量用于给定信道实现, 并且分析地生成至少一个要输出的参数,所述至少一个参数对应于给定信道实现的至少一个预测的最佳叶节点候选。 叶节点预测器可以实时地和不使用查找表来生成直接来自给定信道度量的至少一个参数。 一些实施例分析地生成至少一个参数值,供由MIMO信号检测器对应于信道度量使用,并将生成的至少一个参数值和对应的信道度量存储在查找表中。
    • 16. 发明授权
    • Systems and methods for hybrid-MIMO equalization
    • 混合MIMO均衡的系统和方法
    • US07974334B2
    • 2011-07-05
    • US12022307
    • 2008-01-30
    • Deric W. WatersAnuj BatraSrinath Hosur
    • Deric W. WatersAnuj BatraSrinath Hosur
    • H03H7/30H03H7/40H03K5/159
    • H04L25/03006H04L2025/03414H04L2025/03426H04L2025/03605
    • Embodiments provide systems and methods for a novel multiple-input multiple-output (MIMO) equalization technique that produces a channel matrix that contains partly real coefficients and partly complex coefficients, referred to herein as a hybrid-MIMO equalization. MIMO detectors can exploit the hybrid-MIMO equalization to reduce complexity. Some embodiments provide systems and methods for equalizing a communication channel comprising receiving as an input a channel output vector, dividing the input into two vectors, a first vector that remains a complex number and a second vector that contains only real numbers, separating the second vector into its real and imaginary components, and regrouping the first and second vectors into a hybrid channel output vector that contains both real and complex coefficients.
    • 实施例提供了一种新颖的多输入多输出(MIMO)均衡技术的系统和方法,其产生包含部分实系数和部分复系数的信道矩阵,这里称为混合MIMO均衡。 MIMO检测器可以利用混合MIMO均衡来降低复杂度。 一些实施例提供用于均衡通信信道的系统和方法,包括:接收作为输入的信道输出向量,将输入划分为两个向量,保留复数的第一向量和仅包含实数的第二向量,将第二向量 转换成其实部和虚部,并将第一和第二矢量重新分组成包含实数和复系数的混合信道输出向量。
    • 17. 发明申请
    • METHODS AND SYSTEMS FOR CORRELATION BASED ON PHASE QUANTIZATION
    • 基于相位定标的相关方法和系统
    • US20070280382A1
    • 2007-12-06
    • US11750882
    • 2007-05-18
    • Anuj BatraSrinath HosurDoron Burshtein
    • Anuj BatraSrinath HosurDoron Burshtein
    • H04L27/06
    • H04L27/2647
    • In at least some embodiments, an electronic device is provided. The electronic device having a receiver that determines multi-bit quantization of phase information for a first signal and a second signal and correlates the first and second signals based on the quantized phase information. In at least some embodiments, a receiver is provided. The receiver has an analog-to-digital converter (ADC) and a filter. The receiver also has a correlator that receives a first signal from the filter. The correlator computes multi-bit quantization of phase information for the first signal and a second signal and determines a correlation between the first and second signals based on the quantized phase information. In at least some embodiments, a method is provided. The method comprises providing a multi-bit quantization of phase information for a first signal and a second signal. The method further comprises correlating the first and second signals based on the quantized phase information.
    • 在至少一些实施例中,提供电子设备。 该电子设备具有确定第一信号和第二信号的相位信息的多位量化的接收机,并且基于量化的相位信息来关联第一和第二信号。 在至少一些实施例中,提供接收机。 接收器具有模数转换器(ADC)和滤波器。 接收机还具有从滤波器接收第一信号的相关器。 相关器计算第一信号和第二信号的相位信息的多位量化,并且基于量化相位信息确定第一和第二信号之间的相关性。 在至少一些实施例中,提供了一种方法。 该方法包括提供第一信号和第二信号的相位信息的多位量化。 该方法还包括基于量化相位信息来关联第一和第二信号。
    • 20. 发明申请
    • Systems and Methods for Low-Complexity Max-Log MIMO Detection
    • 用于低复杂度最大对数MIMO检测的系统和方法
    • US20120114054A1
    • 2012-05-10
    • US13285222
    • 2011-10-31
    • Deric W. WatersAnuj Batra
    • Deric W. WatersAnuj Batra
    • H04L27/28
    • H04L25/03006H04L2025/03414H04L2025/03426
    • Embodiments provide novel systems and methods for multiple-input multiple-output (MIMO) Max-Log detection. These systems and methods enable near-optimal performance with low complexity for a two-input two-output channel. Some embodiments comprise using a Max-Log detector to compute a set of log-likelihood ratio (LLR) values for a channel input by minimizing cost function while computing only one instance of the cost function for each value of each bit in a symbol. Other embodiments comprise using a Max-Log detector to compute a set of log-likelihood ratio (LLR) values for a channel input by computing all instances of a cost function for each value of each bit in a symbol and selecting the minimum cost from all computed instances of the cost function for each value of each bit.
    • 实施例提供了用于多输入多输出(MIMO)Max-Log检测的新型系统和方法。 对于双输入双输出通道,这些系统和方法使得具有低复杂度的近乎最佳性能。 一些实施例包括使用Max-Log检测器通过最小化成本函数来计算用于信道输入的一组对数似然比(LLR)值,同时仅计算符号中每个比特的每个值的成本函数的一个实例。 其他实施例包括使用Max-Log检测器通过计算符号中每个位的每个值的成本函数的所有实例来计算通道输入的一组对数似然比(LLR)值,并从所有 每个位的每个值的成本函数的计算实例。