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    • 3. 发明申请
    • Method and System for Approximate Maximum Likelihood (ML) Detection in a Multiple Input Multiple Output (MIMO) Receiver
    • 在多输入多输出(MIMO)接收机中近似最大似然(ML)检测的方法和系统
    • US20090074114A1
    • 2009-03-19
    • US12207721
    • 2008-09-10
    • Eric OjardSirikiat Ariyavisitakul
    • Eric OjardSirikiat Ariyavisitakul
    • H04L27/06
    • H04L25/067H04L27/2647H04L2025/03375H04L2025/03426
    • Aspects of a method and system for approximate maximum likelihood (ML) detection in a multiple input multiple output (MIMO) receiver may comprise computing soft decision values for bits that may be decoded from a received signal vector by utilizing approximate ML detection. The soft decision values may be computed for at least a portion bits carried within a received signal vector by decomposing a candidate constellation vector into segments, with each dimension representing a spatial stream signal. After decomposition, soft decision values for at least a portion of the bits may be computed by selecting values in a search dimension and computing values in a plurality of slice dimensions. Values within the search dimension may be determined by selecting constellation points within a constellation map for the search dimension. Values within each slice dimension may be computed for each selected constellation point.
    • 在多输入多输出(MIMO)接收机中用于近似最大似然(ML)检测的方法和系统的方面可以包括通过利用近似ML检测从可以从接收信号向量解码的比特计算软判决值。 可以通过将候选星座矢量分解为段来计算在接收信号向量内承载的至少一部分比特的软判决值,其中每个维度表示空间流信号。 在分解之后,可以通过选择搜索维度中的值和计算多个切片维度中的值来计算至少一部分比特的软判决值。 可以通过在搜索维度的星座图中选择星座点来确定搜索维度内的值。 可以为每个选定的星座点计算每个切片维数内的值。
    • 4. 发明申请
    • METHOD AND SYSTEM FOR ADAPTIVE ALLOCATION OF FEEDBACK RESOURCES FOR CQI AND TRANSMIT PRE-CODING
    • 用于CQI和发送预编码的反馈资源的自适应分配方法和系统
    • US20080233965A1
    • 2008-09-25
    • US11864638
    • 2007-09-28
    • Mark KentVinko ErcegJun ZhengSirikiat Ariyavisitakul
    • Mark KentVinko ErcegJun ZhengSirikiat Ariyavisitakul
    • H04Q7/20
    • H04W24/10H04B17/24H04W72/0453
    • Aspects of a method and system for adaptive allocation of feedback resources for CQI and transmit pre-coding may include assigning a bandwidth and a feedback period to one or more CQI reporting units and a bandwidth and a feedback period to one or more PMI reporting units. One or more feedback messages may be generated based at least on channel state information associated with the bandwidth and the feedback period assigned to the one or more CQI reporting units and with the bandwidth and the feedback period assigned to the one or more PMI reporting units. The bandwidth and the feedback period of the CQI reporting units and/or the PMI reporting units may be adjusted dynamically and/or adaptively. Based on the channel state information or as a function of a feedback rate, the bandwidth and/or the feedback period may be assigned.
    • 用于CQI的反馈资源和发送预编码的自适应分配的方法和系统的方面可以包括将带宽和反馈周期分配给一个或多个CQI报告单元以及带宽和反馈周期到一个或多个PMI报告单元。 可以至少基于与分配给一个或多个CQI报告单元的带宽和反馈周期相关联的信道状态信息以及分配给一个或多个PMI报告单元的带宽和反馈周期来生成一个或多个反馈消息。 可以动态地和/或自适应地调整CQI报告单元和/或PMI报告单元的带宽和反馈周期。 基于信道状态信息或作为反馈速率的函数,可以分配带宽和/或反馈周期。
    • 6. 发明授权
    • Method and system for subspace beamforming for near capacity multiple input multiple output (MIMO) performance
    • 用于近容量多输入多输出(MIMO)性能的子空间波束成形的方法和系统
    • US08233557B2
    • 2012-07-31
    • US12246206
    • 2008-10-06
    • Sirikiat AriyavisitakulEric Ojard
    • Sirikiat AriyavisitakulEric Ojard
    • H04B7/02
    • H04L25/03343H04B7/0434H04L25/0204
    • Aspects of a system for subspace beamforming for near capacity MIMO performance may include a MIMO transmitter that computes one or more rotation angle values (θf) based on a channel estimate matrix (H). In instances when each rotation angle is computed based on a Euclidean distance criterion, each value θf may also be computed based on a computed Euclidean distance. Alternatively, in instances when each rotation angle is computed based on a bit error rate (BER) criterion, each value θf may also be computed based on a signal noise power level (N0). A plurality of spatial stream signals (xi) may be generated utilizing one or more constellation types. The constellation map for each constellation type may be rotated based on a corresponding value θf. A plurality of transmit chain signals (txi) may be generated based on the signals xi and transmitted via a communication medium characterized by matrix H.
    • 用于近容量MIMO性能的用于子空间波束成形的系统的方面可以包括基于信道估计矩阵(H)来计算一个或多个旋转角度值(& t; f)的MIMO发射机。 在每个旋转角度基于欧几里德距离标准计算的情况下,也可以基于计算的欧氏距离来计算每个值& t; f。 或者,在基于误码率(BER)准则计算每个旋转角度的情况下,也可以基于信号噪声功率电平(N0)来计算每个值& t。f。 可以利用一个或多个星座类型来生成多个空间流信号(xi)。 每个星座类型的星座图可以基于相应的值&thetas旋转; f。 可以基于信号xi生成多个发送链信号(txi),并通过由矩阵H表征的通信介质发送。
    • 7. 发明申请
    • METHOD AND SYSTEM FOR BEAMFORMING IN A MULTIPLE USER MULTIPLE INPUT MULTIPLE OUTPUT (MIMO) COMMUNICATION SYSTEM USING A CODEBOOK
    • 在多用户多输入多输出(MIMO)通信系统中使用CODEBOOK进行波束成像的方法和系统
    • US20120106603A1
    • 2012-05-03
    • US13349282
    • 2012-01-12
    • Joonsuk KimSirikiat Ariyavisitakul
    • Joonsuk KimSirikiat Ariyavisitakul
    • H04B1/38
    • H04L25/03343H04L1/0026H04L1/0618H04L2025/03426H04L2025/03802
    • A method and system for beamforming in a multiple user multiple input multiple output (MIMO) communication system using a codebook may include a processor in a node B that enables generation of an interference cancellation matrix (WR). The interference cancellation matrix, also referred to as a matched filter, may enable a composite signal (Y) to be represented as a plurality of subsidiary signals (yi), each of which is transmitted by the node B for reception at a corresponding ith UE station. Each of the subsidiary signals yi may be generated based on a corresponding one of a plurality of data stream signals (xi). The processor may enable generation of a precoding matrix (WT) based on the interference cancellation matrix. A transmitter within the node B may enable generation of a plurality of signals based on the precoding matrix. The signals may be transmitted via a wireless communication medium.
    • 在使用码本的多用户多输入多输出(MIMO)通信系统中的波束成形的方法和系统可以包括能够产生干扰消除矩阵(WR)的节点B中的处理器。 也称为匹配滤波器的干扰消除矩阵可以使得复合信号(Y)能够被表示为多个辅助信号(yi),每个辅助信号由节点B发送以在对应的第i个UE处接收 站。 辅助信号yi中的每一个可以基于多个数据流信号(xi)中的对应的一个生成。 处理器可以使得能够基于干扰消除矩阵生成预编码矩阵(WT)。 节点B内的发射机可以使得能够基于预编码矩阵生成多个信号。 信号可以经由无线通信介质发送。
    • 8. 发明申请
    • METHOD AND SYSTEM FOR ADAPTIVE ALLOCATION OF FEEDBACK RESOURCES FOR CQI AND TRANSMIT PRE-CODING
    • 用于CQI和发送预编码的反馈资源的自适应分配方法和系统
    • US20120082128A1
    • 2012-04-05
    • US13313297
    • 2011-12-07
    • Mark KentVinko ErcegJun ZhengSirikiat Ariyavisitakul
    • Mark KentVinko ErcegJun ZhengSirikiat Ariyavisitakul
    • H04W72/04
    • H04W24/10H04B17/24H04W72/0453
    • In transmit pre-coding, a bandwidth and a feedback period to one or more CQI reporting units and a bandwidth and a feedback period to one or more PMI reporting units are assigned, respectively. Sub-divisions in time and/or frequency corresponding to the assigned bandwidths and the assigned feedback periods are dynamically adjusted based at least on uplink channel state information corresponding to the bandwidth and the feedback period assigned to the CQI reporting units, and the bandwidth and the feedback period assigned to the PMI reporting units. One or more feedback messages are generated based at least on the channel state information over the adjusted sub-divisions in time and/or frequency corresponding to the CQI reporting units and to the PMI reporting units, respectively. The bandwidth and/or the feedback period may be assigned based on the channel state information or as a function of a feedback rate.
    • 在发送预编码中,分配给一个或多个CQI报告单元的带宽和反馈周期以及到一个或多个PMI报告单元的带宽和反馈周期。 至少基于对应于分配给CQI报告单元的带宽和反馈周期的上行链路信道状态信息来动态地调整与分配的带宽和分配的反馈周期相对应的时间和/或频率的子部分,并且带宽和 反馈期分配给PMI报告单位。 至少基于经调整的子部分的信道状态信息,分别对应于CQI报告单元和对应于PMI报告单元的时间和/或频率生成一个或多个反馈消息。 可以基于信道状态信息或作为反馈速率的函数来分配带宽和/或反馈周期。
    • 10. 发明授权
    • Intelligent timing recovery for a broadband adaptive equalizer
    • 宽带自适应均衡器的智能定时恢复
    • US5809086A
    • 1998-09-15
    • US618741
    • 1996-03-20
    • Sirikiat Ariyavisitakul
    • Sirikiat Ariyavisitakul
    • H04L7/02H04L25/03H04L27/22H04L7/00
    • H04L7/0062H04L25/03235
    • A timing recovery process for digital receivers employing decision-feedback equalization (DFE) or delayed decision-feedback sequence estimation (DDFSE) can be executed prior to equalization, minimizes training complexity, and provides fast equalizer start-up for transmissions of short packets. The optimum symbol timing and burst timing is determined by (i) calculating a signal-to-intersymbol interference-plus-noise ratio (SINR) index by estimating the channel impulse response and the noise power, and (ii) varying the symbol timing and the burst timing to maximize the calculated SINR index. The timing recovery process particularly improves performance of a digital receiver utilizing (a) decision-feedback equalizer structures in which the delay spread is large compared to the span of the feedforward filter, and (b) equalizer structures based on delayed decision-feedback sequence estimation in which the delay spread is large compared to the memory of the Viterbi sequence estimator section.
    • 可以在均衡之前执行采用判决反馈均衡(DFE)或延迟判决反馈序列估计(DDFSE)的数字接收机的定时恢复过程,使训练复杂性最小化,并为短分组传输提供快速均衡器启动。 通过(i)通过估计信道脉冲响应和噪声功率来计算信号到符号间干扰加噪声比(SINR)索引来确定最佳符号定时和突发定时,以及(ii)改变符号定时和 突发定时以最大化计算的SINR指数。 定时恢复过程特别地改善了数字接收机的性能,其利用(a)与前馈滤波器的跨度相比延迟扩展大的判决反馈均衡器结构,以及(b)基于延迟的判决反馈序列估计的均衡器结构 其中延迟扩展与维特比序列估计器部分的存储器相比较大。