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    • 4. 发明申请
    • INTERFERER REGION IDENTIFICATION USING IMAGE PROCESSING
    • 使用图像处理的干涉区域识别
    • US20110013556A1
    • 2011-01-20
    • US12504233
    • 2009-07-16
    • Karl MolnarGregory E. Bottomley
    • Karl MolnarGregory E. Bottomley
    • H04W88/00H04B1/10
    • H04J11/0023G06T1/00H04L27/2647
    • Demodulation and interference parameter estimation in an OFDM receiver is improved by identifying regions, in a two-dimensional array of time-frequency transmission positions, having related interference parameters, such as resulting from the same pre-coding scheme, transmission rank, transmitting antennas, and the like. An interference measure is estimated for each of a plurality of time-frequency positions. The interference measures are analyzed by considering them as pixels, or picture elements, in a two-dimensional image, and applying image processing algorithms to identify the regions having related interference parameters. The image processing algorithms may include operations such as edge detection, segmentation, and/or clustering. The receiver may perform interference suppression or cancellation such as interference rejection combining of data extracted from signals received within an identified time-frequency region having related interference parameters.
    • 通过在具有相关干扰参数的时间 - 频率传输位置的二维阵列中识别区域来提高OFDM接收机中的解调和干扰参数估计,例如由相同的预编码方案,传输等级,发射天线, 等等。 针对多个时频位置中的每一个估计干扰测量。 通过将它们视为二维图像中的像素或图像元素,并应用图像处理算法来识别具有相关干扰参数的区域来分析干扰测量。 图像处理算法可以包括诸如边缘检测,分割和/或聚类的操作。 接收机可以执行干扰抑制或消除,例如从具有相关干扰参数的识别的时间 - 频率区域内接收的信号中提取的数据的干扰抑制组合。
    • 5. 发明授权
    • Interferer region identification using image processing
    • Interferer区域识别使用图像处理
    • US08711769B2
    • 2014-04-29
    • US12504233
    • 2009-07-16
    • Karl MolnarGregory E. Bottomley
    • Karl MolnarGregory E. Bottomley
    • H04W4/00
    • H04J11/0023G06T1/00H04L27/2647
    • Demodulation and interference parameter estimation in an OFDM receiver is improved by identifying regions, in a two-dimensional array of time-frequency transmission positions, having related interference parameters, such as resulting from the same pre-coding scheme, transmission rank, transmitting antennas, and the like. An interference measure is estimated for each of a plurality of time-frequency positions. The interference measures are analyzed by considering them as pixels, or picture elements, in a two-dimensional image, and applying image processing algorithms to identify the regions having related interference parameters. The image processing algorithms may include operations such as edge detection, segmentation, and/or clustering. The receiver may perform interference suppression or cancellation such as interference rejection combining of data extracted from signals received within an identified time-frequency region having related interference parameters.
    • 通过在具有相关干扰参数的时间 - 频率传输位置的二维阵列中识别区域来提高OFDM接收机中的解调和干扰参数估计,例如由相同的预编码方案,传输等级,发射天线, 等等。 针对多个时频位置中的每一个估计干扰测量。 通过将它们视为二维图像中的像素或图像元素,并应用图像处理算法来识别具有相关干扰参数的区域来分析干扰测量。 图像处理算法可以包括诸如边缘检测,分割和/或聚类的操作。 接收机可以执行干扰抑制或消除,例如从具有相关干扰参数的识别的时间 - 频率区域内接收的信号中提取的数据的干扰抑制组合。
    • 9. 发明申请
    • METHOD AND APPARATUS FOR INTERFERER PARAMETER ESTIMATION USING MULTIPLE RECEIVER ARBITRATION
    • 使用多个接收器仲裁的干扰参数估计的方法和装置
    • US20110103520A1
    • 2011-05-05
    • US12612208
    • 2009-11-04
    • Karl Molnar
    • Karl Molnar
    • H04L27/06
    • H04L27/0008H04L27/2649
    • In one embodiment, a receiver implements a method of demodulating a set of symbols dispersed within a time-frequency grid of a received OFDM signal. The method includes determining which one of two or more demodulators is preferred for use in a given region of the time-frequency grid by evaluating detection statistics generated by the demodulators for the set of symbols. Each demodulator operates according to different demodulation parameters that correspond to different interference assumptions. The method further includes recovering the set of symbols for decoding using whichever demodulator is preferred for each symbol according to the region from which the symbol is recovered. The method may be further extended by updating each demodulator's demodulation parameters using reference and/or data symbols from the region(s) where that demodulator is preferred, and recovering the desired symbols using the updated demodulation parameters. Such updating can be further iterated, for additional demodulation parameter refinement.
    • 在一个实施例中,接收机实现解调分散在接收的OFDM信号的时间 - 频率网格内的一组符号的方法。 该方法包括通过评估用于该组符号的解调器生成的检测统计来确定两个或更多个解调器中哪一个优选用于时间频率网格的给定区域。 每个解调器根据对应于不同干扰假设的不同解调参数进行操作。 该方法还包括根据从其恢复符号的区域,使用优选用于每个符号的哪个解调器来恢复用于解码的符号集合。 可以通过使用来自优选解调器的区域的参考和/或数据符号来更新每个解调器的解调参数,以及使用更新的解调参数来恢复所需符号来进一步扩展该方法。 对于额外的解调参数细化,可以进一步重复这种更新。
    • 10. 发明授权
    • Method and apparatus for generating channel quality information for wireless communication
    • 用于生成用于无线通信的信道质量信息的方法和装置
    • US07912433B2
    • 2011-03-22
    • US12750793
    • 2010-03-31
    • Karl MolnarJung-Fu ChengStephen J. GrantLeonid KrasnyYi-Pin Eric Wang
    • Karl MolnarJung-Fu ChengStephen J. GrantLeonid KrasnyYi-Pin Eric Wang
    • H04B17/00
    • H04L1/0019H04B2201/709727H04L1/0002H04L1/0026H04L1/20H04L25/0202H04L25/0222H04L27/2647
    • A method and apparatus for generating channel quality information, such as may be used for transmit link adaptation, provide different operating modes, such as a first mode that may be used when propagation channel estimates are not reliable, and a second mode that may be used when the propagation channel estimates are reliable. In one or more embodiments, channel quality information is generated using receiver performance information that characterizes receiver performance in terms of a defined channel quality metric, e.g., supported data rates, for different values of receiver input signal quality over a range of propagation channel realizations. Channel quality information can be generated by selecting channel quality metrics according to receiver input signal quality and a desired probability of meeting a defined performance requirement over a range of propagation channel realizations, or by selecting channel quality metrics according to receiver input signal quality and particularized propagation channel realizations.
    • 用于产生信道质量信息的方法和装置,例如可以用于发送链路自适应,提供不同的操作模式,例如当传播信道估计不可靠时可以使用的第一模式,以及可以使用的第二模式 当传播信道估计是可靠的。 在一个或多个实施例中,使用接收机性能信息来生成信道质量信息,所述接收机性能信息根据定义的信道质量度量(例如,支持的数据速率),在传播信道实现范围内针对接收机输入信号质量的不同值来表征接收机性能。 可以通过根据接收机输入信号质量选择信道质量度量并且在传播信道实现范围内满足定义的性能要求的期望概率,或者通过根据接收机输入信号质量和特定传播选择信道质量度量来生成信道质量信息 渠道实现。