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    • 112. 发明授权
    • Iterative detection and decoding for a MIMO-OFDM system
    • MIMO-OFDM系统的迭代检测和解码
    • US07372896B2
    • 2008-05-13
    • US11557662
    • 2006-11-08
    • Bjorn BjerkeJohn W. KetchumJay Rodney Walton
    • Bjorn BjerkeJohn W. KetchumJay Rodney Walton
    • H04B1/69
    • H04L1/005H04B7/0413H04B7/0854H04L1/0003H04L1/0009H04L1/0059H04L1/0066H04L1/0071H04L1/06H04L5/0023H04L25/03171H04L25/03305H04L25/03891H04L25/067H04L27/2647
    • Techniques to iteratively detect and decode data transmitted in a wireless (e.g., MIMO-OFDM) communication system. The iterative detection and decoding is performed by iteratively passing soft (multi-bit) “a priori” information between a detector and a decoder. The detector receives modulation symbols, performs a detection function that is complementary to the symbol mapping performed at the transmitter, and provides soft-decision symbols for transmitted coded bits. “Extrinsic information” in the soft-decision symbols is then decoded by the decoder to provide its extrinsic information, which comprises the a priori information used by the detector in the detection process. The detection and decoding may be iterated a number of times. The soft-decision symbols and the a priori information may be represented using log-likelihood ratios (LLRs). Techniques are provided to reduce the computational complexity associated with deriving the LLRs, including interference nulling to isolate each transmitted signal and “dual-maxima” approximation.
    • 用于迭代地检测和解码在无线(例如,MIMO-OFDM)通信系统中发送的数据的技术。 迭代检测和解码通过在检测器和解码器之间迭代地传递软(多位)“先验”信息来执行。 检测器接收调制符号,执行与在发射机处执行的符号映射互补的检测功能,并为发送的编码比特提供软判决符号。 软判决符号中的“外在信息”然后由解码器解码以提供其外在信息,其包括检测器在检测过程中使用的先验信息。 可以重复检测和解码多次。 可以使用对数似然比(LLR)来表示软判决符号和先验信息。 提供技术以减少与导出LLR相关联的计算复杂度,包括干扰归零以隔离每个发射信号和“双最大值”近似。
    • 114. 发明授权
    • Power control for partial channel-state information (CSI) multiple-input, multiple-output (MIMO) systems
    • 部分信道状态信息(CSI)多输入多输出(MIMO)系统的功率控制
    • US07221956B2
    • 2007-05-22
    • US11049319
    • 2005-02-01
    • Irina MedvedevJay R. WaltonJohn W. Ketchum
    • Irina MedvedevJay R. WaltonJohn W. Ketchum
    • H04B7/00
    • H04B7/0417H04B7/0619H04L1/0001H04L1/06H04W52/42
    • Techniques for controlling the transmit power for a number of data streams in a wireless multi-channel (e.g., MIMO) communication system. In one method, a number of received symbol streams are initially processed in accordance with a particular (e.g., CCMI, CCMI-SC, MMSE, or MMSE-SC) receiver processing technique to provide a number of detected data streams. The post-detection SNRs of the detected data streams are estimated, and each SNR that exceeds a setpoint is identified. This setpoint may correspond to (1) the SNR needed to achieve the maximum allowed spectral efficiency or (2) the target SNR needed to achieve a specified spectral efficiency. A new (or adjusted) transmit power for each detected data stream associated with a post-detection SNR that exceeds the setpoint is determined and used for the data stream. Different power control schemes are provided for different classes of receiver processing techniques with different characteristics.
    • 用于在无线多信道(例如,MIMO)通信系统中控制多个数据流的发射功率的技术。 在一种方法中,根据特定(例如,CCMI,CCMI-SC,MMSE或MMSE-SC)接收机处理技术最初处理多个接收到的符号流,以提供多个检测到的数据流。 估计检测到的数据流的检测后SNR,并且识别超过设定点的每个SNR。 该设定点可以对应于(1)实现最大允许频谱效率所需的SNR或(2)实现特定频谱效率所需的目标SNR。 确定与用于超过设定点的检测后SNR相关联的每个检测到的数据流的新(或调整的)发射功率并将其用于数据流。 为不同类型的具有不同特性的接收机处理技术提供不同的功率控制方案。
    • 115. 发明授权
    • Calibration of downlink and uplink channel responses in a wireless MIMO communication system
    • 无线MIMO通信系统中下行链路和上行链路信道响应的校准
    • US07206354B2
    • 2007-04-17
    • US10783175
    • 2004-02-19
    • Mark S. WallaceJohn W. KetchumJ. Rodney WaltonSteven J. Howard
    • Mark S. WallaceJohn W. KetchumJ. Rodney WaltonSteven J. Howard
    • H04B7/02H04K1/10
    • H04B7/0421H04B17/20H04B17/21H04L25/03343H04L2025/03375H04L2025/03802
    • The downlink and uplink are calibrated to account for differences in the responses of transmit and receive chains at an access point and a user terminal. For initial calibration, the access point and user terminal transmit MIMO pilots on the downlink and uplink, which are used to derive channel estimates including the responses of the applicable transmit/receive chains. Correction matrices {circumflex over (K)}ap and {circumflex over (K)}ut are derived based on these channel estimates and thereafter used by the access point and user terminal, respectively. For follow-on calibration, one entity transmits a MIMO pilot and a steered reference. The other entity derives a first transmit matrix based on the steered reference and a second transmit matrix based on the MIMO pilot and calibration error matrices Qap and Qut, which contain estimates of the errors in {circumflex over (K)}ap and {circumflex over (K)}ut, respectively. Qap and Qut may be iteratively adjusted based on an adaptive procedure to minimize the errors between the two transmit matrices.
    • 校准下行链路和上行链路以考虑在接入点和用户终端处的发射和接收链的响应的差异。 对于初始校准,接入点和用户终端在下行链路和上行链路上传输MIMO导频,用于导出包括适用发射/接收链的响应的信道估计。 基于这些信道估计导出校正矩阵K ap和> ut分别由接入点和用户终端使用。 对于后续校准,一个实体发送MIMO导频和转向引用。 另一个实体基于导向基准导出第一发射矩阵,并且基于MIMO导频和校准误差矩阵Q∈和> ut ut ut ut ut ut ut ut ut ut ut ut ut ut ut ut and ut ut and and and and and and and and and and and and and 的错误分别为K< ap>和<< ut< / SUB&gt ;. 可以基于自适应过程来迭代地调整Q< N>和< ut< / SUB>以最小化两个发送矩阵之间的误差。
    • 116. 发明授权
    • Precoding for a multipath channel in a MIMO system
    • MIMO系统中多径信道的预编码
    • US07197084B2
    • 2007-03-27
    • US10108616
    • 2002-03-27
    • John W. KetchumBjorn A. Bjerke
    • John W. KetchumBjorn A. Bjerke
    • H04K1/02H04L25/03H04L25/49
    • H04B7/0413H04B7/005H04B7/043H04B7/0443H04B7/0626H04L25/03057H04L25/03343
    • Techniques for preceding data for a multipath channel in a MIMO system. In one method, data is coded in accordance with one or more coding schemes to provide coded data, which is further modulated (i.e., symbol mapped) in accordance with one or more modulation schemes to provide modulation symbols. An estimated response of the MIMO channel is obtained (e.g., provided by a receiver), and an equivalent channel response is derived based on the estimated MIMO channel response and a response of a feed-forward filter of a decision feedback equalizer. The modulation symbols are then precoded based on the equivalent channel response to provide precoded symbols, which are further preconditioned based on the estimated MIMO channel response (e.g., using spatio-temporal pulse-shaping) to provide preconditioned symbols for transmission over the MIMO channel. The feed-forward filter may be adapted based on a minimum mean square error (MMSE) criterion.
    • MIMO系统中多路径信道的先前数据的技术。 在一种方法中,根据一个或多个编码方案对数据进行编码,以提供编码数据,根据一个或多个调制方案进一步调制(即,符号映射)以提供调制符号。 获得MIMO信道的估计响应(例如,由接收机提供),并且基于估计的MIMO信道响应和判决反馈均衡器的前馈滤波器的响应导出等效信道响应。 然后基于等效信道响应对调制符号进行预编码,以提供预编码符号,这些符号基于估计的MIMO信道响应(例如,使用时空脉冲整形)进一步预处理,以提供用于在MIMO信道上传输的预处理符号。 可以基于最小均方误差(MMSE)准则来适配前馈滤波器。
    • 117. 发明授权
    • Adaptive rate control for OFDM communication system
    • OFDM通信系统的自适应速率控制
    • US07164649B2
    • 2007-01-16
    • US10001178
    • 2001-11-02
    • Jay R. WaltonJohn W. KetchumSteven J. HowardMark Wallace
    • Jay R. WaltonJohn W. KetchumSteven J. HowardMark Wallace
    • H04J11/00H04L1/00
    • H04L1/0015H04L1/0002H04L1/0003H04L1/0009H04L1/0025H04L1/0026Y02D50/10
    • Techniques to adaptively control the rate of a data transmission in a wireless (e.g., OFDM) communication system. In an aspect, various types of metrics may be derived and used to select the proper rate for the data transmission. Some types of metrics relate to different characteristics of the communication channel, such as SNR, frequency selectivity, time selectivity, and so on. One type of metric relates to the performance of the data transmission. In another aspect, the various types of metrics may be used in different manners to adaptively control the rate. Some metrics may be used for open-loop control of the rate, other metrics may be used for closed-loop control, and some may be used for both. For example, the channel metrics may be used to determine or select the rate, and the performance metrics may be used to determine whether or not to adjust the rate.
    • 技术来自适应地控制无线(例如,OFDM)通信系统中的数据传输速率。 在一方面,可以导出各种类型的度量,并且用于选择数据传输的适当速率。 一些类型的度量涉及通信信道的不同特性,例如SNR,频率选择性,时间选择性等。 一种类型的度量涉及数据传输的性能。 在另一方面,可以以不同的方式使用各种类型的度量来自适应地控制速率。 某些度量可用于速率的开环控制,其他度量也可用于闭环控制,一些可用于两者。 例如,可以使用信道度量来确定或选择速率,并且可以使用性能度量来确定是否调整速率。