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    • 1. 发明授权
    • Exploiting channel time correlation to reduce channel state information feedback bitrate
    • 利用信道时间相关来减少信道状态信息反馈比特率
    • US08406326B2
    • 2013-03-26
    • US12779106
    • 2010-05-13
    • Jung-Fu ChengDennis HuiKambiz ZangiLeonid Krasny
    • Jung-Fu ChengDennis HuiKambiz ZangiLeonid Krasny
    • H04K1/10
    • H04W72/0413H04L1/0019H04L1/0028H04L1/20H04W72/042
    • The required bitrate for reporting channel state information from a network transceiver to the network is dramatically reduced, while maintaining fidelity of channel estimates, by exploiting prior channel estimates and the time correlation of channel response. For a selected set of sub-carriers, the transceiver estimates channel frequency response from pilot signals. The transceiver also predicts the frequency response for each selected sub-carrier, by multiplying a state vector comprising prior frequency response estimate and a coefficient vector comprising linear predictive coefficients. The predicted frequency response is subtracted from the estimated frequency response, and the prediction error is quantized and transmitted to the network. The network maintains a corresponding state vector and predictive coefficient vector, and also predicts a frequency response for each selected sub-carrier. The received prediction error is inverse quantized and subtracted from the predicted frequency response to yield a frequency response corresponding to that estimated at the transceiver.
    • 通过利用先前的信道估计和信道响应的时间相关性,可以显着降低从网络收发器向网络报告信道状态信息所需的比特率,同时保持信道估计的保真度。 对于所选择的一组子载波,收发器估计来自导频信号的信道频率响应。 收发器还通过将包括先前频率响应估计的状态向量和包括线性预测系数的系数向量相乘来预测每个所选子载波的频率响应。 从估计的频率响应中减去预测的频率响应,并将预测误差量化并发送到网络。 网络维持相应的状态向量和预测系数向量,并且还预测每个选择的子载波的频率响应。 接收的预测误差被反量化,并从预测的频率响应中减去,以产生与在收发机处估计的频率响应相对应的频率响应。
    • 2. 发明申请
    • CHANNEL STATE INFORMATION RECONSTRUCTION FROM SPARSE DATA
    • 频道数据重新进行信道重建
    • US20100271931A1
    • 2010-10-28
    • US12555973
    • 2009-09-09
    • Jung-Fu ChengKambiz ZangiDennis HuiLeonid Krasny
    • Jung-Fu ChengKambiz ZangiDennis HuiLeonid Krasny
    • H04J11/00H04B17/00
    • H04B17/0047H04B7/024H04B7/0626H04B7/0639H04B17/336H04B17/364H04L1/0003H04L1/0009H04L1/0019H04L1/0026H04L1/20H04L25/0212H04L25/022H04L25/0224
    • Accurate downlink channel estimates are calculated based on infrequently transmitted Channel State Information (CSI) feedback data from a UE 20. A plurality of non-uniformly spaced digital CSI feedback samples, representing the frequency response of a downlink communication channel, is received from the UE. The received CSI feedback samples are demodulated and inverse quantized. A time domain tap delay channel model is generated from the inverse quantized CSI feedback samples. The time domain tap delay channel model may be frequency-transformed to obtain a reconstructed frequency response of the downlink communication channel in the frequency domain. Alternatively, channel delays may be estimated based on prior delays and/or known references signals transmitted on the uplink. Channel estimates between CSI reporting instances may be predicted, such as by a sample & hold or a linear predictor. The delays may be presumed fixed, and Kalman filter coefficients evolved over time.
    • 基于来自UE20的不频繁发送的信道状态信息(CSI)反馈数据来计算准确的下行链路信道估计。从UE接收表示下行链路通信信道的频率响应的多个非均匀间隔的数字CSI反馈样本 。 接收的CSI反馈样本被解调和反量化。 时域抽头延迟信道模型是从逆向量化的CSI反馈样本生成的。 时域抽头延迟信道模型可以被频率变换以获得频域中下行链路通信信道的重构频率响应。 或者,可以基于在上行链路上发送的先前的延迟和/或已知的参考信号来估计信道延迟。 可以预测CSI报告实例之间的信道估计,例如通过采样和保持或线性预测器。 可以推测延迟是固定的,并且卡尔曼滤波器系数随时间演化。
    • 5. 发明申请
    • EXPLOITING CHANNEL TIME CORRELATION TO REDUCE CHANNEL STATE INFORMATION FEEDBACK BITRATE
    • 消除通道时间关联以减少通道状态信息反馈双向
    • US20110280287A1
    • 2011-11-17
    • US12779106
    • 2010-05-13
    • Jung-Fu ChengDennis HuiKambiz ZangiLeonid Krasny
    • Jung-Fu ChengDennis HuiKambiz ZangiLeonid Krasny
    • H04B1/38H04B7/02
    • H04W72/0413H04L1/0019H04L1/0028H04L1/20H04W72/042
    • The required bitrate for reporting channel state information from a network transceiver to the network is dramatically reduced, while maintaining fidelity of channel estimates, by exploiting prior channel estimates and the time correlation of channel response. For a selected set of sub-carriers, the transceiver estimates channel frequency response from pilot signals. The transceiver also predicts the frequency response for each selected sub-carrier, by multiplying a state vector comprising prior frequency response estimate and a coefficient vector comprising linear predictive coefficients. The predicted frequency response is subtracted from the estimated frequency response, and the prediction error is quantized and transmitted to the network. The network maintains a corresponding state vector and predictive coefficient vector, and also predicts a frequency response for each selected sub-carrier. The received prediction error is inverse quantized and subtracted from the predicted frequency response to yield a frequency response corresponding to that estimated at the transceiver.
    • 通过利用先前的信道估计和信道响应的时间相关性,可以显着降低从网络收发器向网络报告信道状态信息所需的比特率,同时保持信道估计的保真度。 对于所选择的一组子载波,收发器估计来自导频信号的信道频率响应。 收发器还通过将包括先前频率响应估计的状态向量和包括线性预测系数的系数向量相乘来预测每个所选子载波的频率响应。 从估计的频率响应中减去预测的频率响应,并将预测误差量化并发送到网络。 网络维持相应的状态向量和预测系数向量,并且还预测每个选择的子载波的频率响应。 接收的预测误差被反量化,并从预测的频率响应中减去,以产生与在收发机处估计的频率响应相对应的频率响应。