WO2010118588A1 - Channel estimation method and device of orthogonal frequency division multiplexing system - Google Patents
Channel estimation method and device of orthogonal frequency division multiplexing system Download PDFInfo
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- WO2010118588A1 WO2010118588A1 PCT/CN2009/072451 CN2009072451W WO2010118588A1 WO 2010118588 A1 WO2010118588 A1 WO 2010118588A1 CN 2009072451 W CN2009072451 W CN 2009072451W WO 2010118588 A1 WO2010118588 A1 WO 2010118588A1
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L25/00—Baseband systems
- H04L25/02—Details ; arrangements for supplying electrical power along data transmission lines
- H04L25/0202—Channel estimation
- H04L25/0204—Channel estimation of multiple channels
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L25/00—Baseband systems
- H04L25/02—Details ; arrangements for supplying electrical power along data transmission lines
- H04L25/0202—Channel estimation
- H04L25/0212—Channel estimation of impulse response
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L25/00—Baseband systems
- H04L25/02—Details ; arrangements for supplying electrical power along data transmission lines
- H04L25/0202—Channel estimation
- H04L25/0224—Channel estimation using sounding signals
- H04L25/0228—Channel estimation using sounding signals with direct estimation from sounding signals
- H04L25/023—Channel estimation using sounding signals with direct estimation from sounding signals with extension to other symbols
- H04L25/0232—Channel estimation using sounding signals with direct estimation from sounding signals with extension to other symbols by interpolation between sounding signals
Definitions
- the invention belongs to the field of wireless communication technologies, and particularly relates to an orthogonal frequency division multiplexing
- OFDM Long Term Evolution
- information transmitted may be described by a resource grid
- the resource grid represents resources in the entire time domain and frequency domain in the form of resource elements (RE, Resource Element). That is, a minimum square in Figure 1, which corresponds to the length of time of one subcarrier on the frequency domain and one symbol on the time domain. All information that needs to be transmitted is carried by the resource element.
- Multiple resource elements form a resource block. Specifically, in the case of a normal cyclic prefix, 12 (number of subcarriers) x 7 (number of symbols) constitutes one resource block; in the case of extended cyclic prefix, 12 (number of subcarriers) ⁇ 6 (number of symbols) constitutes one Resource block.
- the channel estimation at each RE location is obtained by inserting a known reference signal RS ( Reference Signal ) at a specific resource element position of each resource block to calculate a channel at the RE location. Estimate, then use the interpolation method to get the channel estimates at all other resource element locations.
- RS Reference Signal
- the technical problem to be solved by the present invention is to provide a channel estimation method and apparatus for an orthogonal frequency division multiplexing system, so that the channel estimation result can be adaptively changed as the channel changes.
- the present invention provides the following technical solutions:
- a channel estimation method for an orthogonal frequency division multiplexing system includes the following steps:
- A calculating according to the frequency domain channel estimation of the reference signal, and obtaining a delay spread of the channel
- step C further comprises:
- F. Perform interpolation processing according to the time domain interpolation coefficient and the channel estimation of the entire frequency domain in the coherent time range, to obtain channel estimation of the entire time domain and the frequency domain.
- step A includes:
- A1 Performing an inverse Fourier transform on the frequency domain channel estimation of the reference signal to obtain a time domain channel estimation of the reference signal;
- A3. Perform calculation according to the effective path to obtain a delay spread of the channel.
- step A2 comprises:
- Denoising the time domain channel estimation Finding a channel window in a time domain channel estimation after denoising processing
- step A2 comprises:
- the effective path is obtained according to the channel window after the denoising process.
- the method further includes:
- step A4 wherein, informedthe current value is extended for the smoothed delay, f detox is the undelayed delay extended current value, ⁇ is smoothed
- the processed delay extended history value is the forgetting factor, 0 ⁇ ⁇ ⁇ 1.
- step B includes:
- step C includes:
- step D includes:
- the frequency domain channel estimate of the reference signal or the channel estimate of the entire frequency domain at the time domain location of the reference signal.
- step D2 further includes:
- n round[ cn + (1— ⁇ ) £ ⁇ _ ⁇ ]
- step E includes:
- the coherence time is taken as a parameter, and the time domain interpolation coefficient is generated based on a linear method or a nonlinear method.
- step E includes:
- the time domain interpolation coefficients are generated using a difference factor that is within the coherence time range.
- the weight of the first reference signal in the coherence time range is: , where is the difference factor corresponding to the first reference signal.
- a channel estimation apparatus for an Orthogonal Frequency Division Multiplexing system includes:
- a delay estimator for calculating a frequency domain channel estimate of the reference signal to obtain a delay spread of the channel
- a frequency domain interpolation coefficient generator configured to generate a frequency domain interpolation coefficient according to the time delay extension
- a frequency domain interpolator configured to perform interpolation processing according to the frequency domain interpolation coefficient and the frequency domain channel estimation of the reference signal, to obtain The channel estimate of the entire frequency domain at the time domain location where the reference signal is located.
- a coherence time estimator configured to calculate according to frequency domain channel estimation at different time domain locations, to obtain a coherence time of the channel
- a time domain interpolation coefficient generator configured to generate a time domain interpolation coefficient according to the coherence time
- a time domain interpolator configured to perform interpolation processing according to the time domain interpolation coefficient and channel estimation of the entire frequency domain in a coherent time range , obtain channel estimates for the entire time domain and frequency domain.
- the embodiment of the present invention generates frequency domain interpolation coefficients by estimating channel delay spread and using it as an important parameter, such that the frequency domain interpolation coefficients are adaptively changed as the channel changes. Further, the coherence time of the channel is estimated, and the estimation result is used to generate the time domain interpolation coefficient, so that the time domain interpolation coefficient also adaptively changes as the channel changes.
- FIG. 1 is a normal cyclic prefix and a distribution of reference signals in a resource block in the case of single antenna transmission;
- 2 is a general flowchart of a channel estimation method according to an embodiment of the present invention;
- FIG. 3 is a schematic structural diagram of a channel estimation apparatus according to an embodiment of the present invention.
- FIG. 4 is a schematic structural diagram of a channel estimation apparatus according to another embodiment of the present invention. Mode for carrying out the invention
- the frequency domain interpolation coefficient used for channel estimation is adaptively calculated according to the correspondence between the channel delay spread and the coherence bandwidth; and the time domain interpolation coefficient in the channel estimation is adaptively calculated according to the coherence time.
- the so-called channel delay spread means that the path components of the channel experience different propagation paths, and therefore each path component has a different time delay, which causes the energy of the signal to be extended in time.
- the so-called coherent bandwidth refers to a frequency domain bandwidth in which the amplitude of the received signal has a strong correlation, that is, the amplitude-frequency response of the channel remains basically unchanged in the coherent bandwidth.
- the channel delay spread has a strong correspondence with the coherent bandwidth. The larger the channel delay spread, the narrower the coherence bandwidth. Conversely, the smaller the channel delay spread, the wider the coherence bandwidth.
- the so-called coherence time refers to a time interval in which the amplitude of the received signal has a strong correlation, that is, the channel impulse response remains substantially unchanged during the coherence time.
- the amplitude of the received signal within the coherent bandwidth has a strong correlation, and therefore, the frequency domain channel estimation of the reference signal can be utilized to estimate the channel at other frequency domain locations within the relevant bandwidth and can be obtained. More accurate estimation results.
- the delay spread of the channel has a strong correspondence with the coherent bandwidth. Therefore, the channel estimation in the relevant bandwidth can be converted into delay extension through the channel.
- the delay spread of the channel is used to obtain the channel estimation in other frequency domain locations within the relevant bandwidth by using the frequency domain channel estimation of the reference signal. Including the following steps:
- Step 202 Generate a frequency domain interpolation coefficient according to the delay extension.
- Step 203 Perform interpolation processing according to the frequency domain interpolation coefficient and the frequency domain channel estimation of the reference signal to obtain a channel estimation of the entire frequency domain in the time domain position where the reference signal is located;
- Step 204 Calculate according to the frequency domain channel estimation at different time domain locations, and obtain the coherence time of the channel.
- Step 205 Generate a time domain interpolation coefficient according to the coherence time
- Step 206 performs interpolation processing according to the time domain interpolation coefficient and the channel estimation of the entire frequency domain in the coherent time range, and obtains the channel estimation of the entire time domain and the frequency domain.
- steps 204-206 are optional steps. After obtaining the channel estimation of the entire frequency domain at the time domain position of the reference signal, other existing methods may be used for time domain interpolation. Channel estimation for the entire time domain and frequency domain.
- the channel estimation apparatus of the embodiment of the present invention mainly includes: a delay estimator, a frequency domain interpolation coefficient generator, a coherent time estimator, a time domain interpolation coefficient generator, a frequency domain interpolator, and a time domain interpolation.
- a delay estimator a frequency domain interpolation coefficient generator
- a coherent time estimator a time domain interpolation coefficient generator
- a frequency domain interpolator a frequency domain interpolator
- a time domain interpolation mainly includes: a time domain interpolation coefficient generator, a coherent time estimator, a time domain interpolation coefficient generator, a frequency domain interpolator, and a time domain interpolation.
- the delay estimator calculates the delay spread in the wireless channel using the frequency domain channel estimate of the reference signal.
- delay spread There are multiple representations of delay spread, and the most commonly used delay spread, average delay Extensions and root mean square delay extensions, etc. Regardless of which representation is used, the effective paths of the time domain channel impulse response must be determined first.
- the delay extension can obtain the time domain channel estimation by performing inverse domain Fourier transform on the frequency domain channel estimation of the position of the reference signal, and then obtain the effective path of the time domain channel estimation, and calculate according to the effective path to obtain the channel delay. Expansion.
- the time delay estimator includes an inverse Fourier transform unit, an effective path acquisition unit, and a delay calculation unit.
- the inverse Fourier transform unit is configured to perform inverse domain Fourier transform on the frequency domain channel estimation of the reference signal to obtain a time domain channel estimation of the reference signal, and an effective path obtaining unit, configured to obtain an effective path of the time domain channel estimation;
- a calculating unit configured to perform calculation according to the effective path to obtain a delay spread of the channel.
- the effective path is not distributed over the entire time domain channel estimation range, but is concentrated in a certain width of the channel window. Therefore, as an optimization scheme, the power of each point in the time domain channel estimation can be calculated first, and then the width is The rectangular window of W is slidably summed over the entire power sequence to find the power and the largest window is the channel window. By finding the effective paths in the channel window, the delay spread of the channel is obtained.
- one of the following two options can be used:
- the channel window is searched directly on the time domain channel estimation before denoising, then the channel window is denoised, and finally the effective path is found in the channel window to obtain the delay spread of the channel.
- the amount of calculation can also be reduced by reducing the channel window finding range method as follows:
- the synchronization timing is performed in real time. This is to synchronize the channel window at a desired position. Due to the inevitable error, the channel window usually wobbles around the desired position. It is therefore also possible to center the position, determine a window of width W', W' is greater than W but less than the length of the entire time domain channel estimate, looking for a channel window over a wide window.
- the delay spread should be calculated as follows: In the formula, and represent the delay and power of the ith path, respectively, and M is the number of effective paths. If the form of rms delay extension is used, the delay spread should be calculated as follows:
- the calculation of the channel delay spread can be calculated once per time slot or once per subframe. If each time slot is calculated once, one of the two sets of reference signals can be selected for calculation, or two sets of reference signals can be separately calculated, and then the average value is taken as the final result.
- the group referred to herein refers to a reference signal having the same position on the time domain axis. If a plurality of time slots are calculated once, a set of reference signals in a plurality of time slots may be taken to calculate or take several sets of signals to be separately calculated, and then the average value is taken as a final result.
- the current delay spread estimation value and the historical value may be smoothed as an optimization scheme, that is, the delay estimator may further include: a delay smoothing unit, configured to The delay spread of the channel is smoothed, and the specific processing is: where criz is the current value extended by the smoothed delay, f detox is the unsmoothed delay extended current value, ⁇ is the smoothed time
- the extended history value is the forgetting factor, 0 ⁇ ⁇ ⁇ 1.
- the frequency domain interpolation coefficient generator uses the delay spread of the channel as an important parameter to generate frequency domain interpolation coefficients.
- the frequency domain interpolation coefficients can be generated directly based on the raised cosine function, the root raised cosine function or the sampling function.
- the frequency domain channel correlation matrix can be formed into a frequency domain channel correlation matrix.
- the frequency domain interpolation coefficients are generated according to the correlation matrix, for example, the frequency domain interpolation coefficients are generated by using the MMSE (Minimum Mean Square Error) criterion.
- ⁇ / is the subcarrier spacing, and there are two types of LTE in 15 kHz and 7.5 kHz.
- the length of the interpolation coefficient is + l.
- the mapping factor for delay spread and coherence bandwidth, ie the coherence bandwidth ⁇ ⁇ _. In the above manner, the length of the interpolation coefficient is made to satisfy the requirement of the relevant bandwidth, and the interpolation coefficients in the relevant bandwidth range are determined for subsequent frequency domain interpolation.
- the coherence time estimator performs calculations based on frequency domain channel estimates at different time domain locations to obtain the coherence time of the channel.
- the coherence time estimator may include: a difference factor calculation unit, configured to calculate a frequency domain channel estimation of the reference signal and a difference factor of the available frequency domain channel estimation in the time domain; a coherence time calculation unit, configured to The difference factor determines the coherence time of the channel.
- the so-called available frequency domain channel estimation here has different meanings for the two structures shown in Figures 3 and 4.
- the available frequency domain channel estimate refers to the channel estimate at the location of the reference signal.
- the coherent estimator uses the output of the frequency domain interpolator as input, such that the available frequency domain channel estimate refers to the entire frequency domain channel estimate of the symbol location at which the reference signal is located.
- N is the number of symbols used to calculate the coherence time.
- a sequence of channel estimates, H represents a sequence of all or part of the available frequency domain channel estimates at the jth position relative to the reference position, j is positive
- the number represents the position in front of the relative reference position, and when j is negative, it indicates the position behind the relative reference position.
- f £ is the coherence time, the unit is the time taken by one symbol.
- the frequency domain channel estimates taken by H. and H. should be in the same position in the frequency domain, ie
- the calculation of the difference factor can also take other forms such as:
- t mn is the lower threshold of the preset coherence time.
- the calculation of the coherence time can be calculated once per subframe or once in multiple subframes.
- the current value of the coherent time after smoothing is the current value of the coherent time without smoothing
- ⁇ is the coherent time history value without smoothing
- round is the nearest rounding operation.
- the time domain interpolation coefficient generator is a coefficient that uses coherence time as an important parameter to generate time domain interpolation.
- the frequency domain channel estimation in the time position of each reference signal in the coherent time range is used to perform time domain interpolation on the position of the data symbol, because the channel impulse response in the coherent time range has strong correlation. Therefore, the linear method of the cartridge can be used for interpolation, or the nonlinear method can be used for interpolation. Accordingly, the time domain interpolation coefficient generator may generate time domain interpolation coefficients based on a linear method or a nonlinear method.
- the time domain interpolation coefficients can be generated by an averaging method, that is, if there are M sets of reference signals in the coherence time range, then ⁇ can be used as the interpolation coefficients to the data symbols in the coherent time range. Interpolate.
- the difference factor ⁇ can also be used to generate the interpolation coefficient, that is, the smaller the ⁇ is, the larger the weight of the corresponding reference signal in the interpolation coefficient is, and vice versa.
- the weight coefficient sum of each group of reference signals in the coherence time is 1.
- the weight on each reference signal can be assigned as follows:
- the frequency domain interpolator uses the frequency domain channel coefficients of the frequency domain interpolation coefficients and the reference signal to interpolate over the entire frequency domain at the time position of the reference signal.
- H H *F , where the symbol " * " is a convolution operation and F is the frequency domain interpolation coefficient output by the aforementioned frequency domain interpolation coefficient generator; by using the frequency domain interpolation operation here, using any reference according to the current correlation bandwidth Frequency domain channel estimation of the signal, estimating a frequency domain channel of other frequency domain locations within a relevant bandwidth of the reference signal, thereby obtaining a full frequency domain channel estimate that matches the current channel environment;
- H k H' , where K is the length of the frequency domain interpolation coefficient minus one.
- the interpolation result of some points before and after is incomplete interpolation, so special processing is needed in the actual implementation, and certain compensation or other processing is performed.
- the channel estimate for this portion of the point may take the nearest value to replace the interpolation result.
- the time domain interpolator performs interpolation processing based on the time domain interpolation coefficient and the channel estimation of the entire frequency domain in the coherent time range, and obtains the channel estimation of the entire time domain and the frequency domain.
- embodiments of the present invention generate frequency domain interpolation coefficients by estimating channel delay spread and using it as an important parameter such that the frequency domain interpolation coefficients are adaptively varied as the channel changes. Further, the coherence time of the channel is estimated and the estimation result is used to generate the time domain interpolation coefficient, such that the time domain interpolation coefficient also adaptively changes as the channel changes.
- the frequency domain and time domain interpolation coefficients obtained by the channel adaptive change obtained in the embodiments of the present invention can obtain more accurate channel estimation results after being used for channel estimation. Applying the channel estimation result to demodulate the data can improve the performance of data demodulation accordingly.
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Abstract
A channel estimation method and device of orthogonal frequency division multiplexing system are provided. The method includes the following steps: A. performing a calculation according to the frequency-domain channel estimations of the reference signals, and obtaining the delay spread of the channel(201); B. generating frequency-domain interpolation coefficients according to the delay spread(202); C. performing the interpolation disposal according to the frequency-domain interpolation coefficients and the frequency-domain channel estimations of the reference signals, and obtaining the whole frequency-domain channel estimations on the time-domain position of the reference signals(203); D. performing a calculation according to the frequency-domain channel estimations at different time-domain positions, and obtaining the coherent time of the channel(204); E. generating the time-domain interpolation coefficients according to the coherent time(205); F. performing the interpolation disposal according to the time-domain interpolation coefficients and the whole frequency-domain channel estimations in the range of coherent time, and obtaining the whole time-domain and frequency-domain channel estimations(206). According to the implementation of the present invention, the result of channel estimation can adapt itself to the change of the channel.
Description
一种正交频分复用系统的信道估计方法和装置 Channel estimation method and device for orthogonal frequency division multiplexing system
技术领域 Technical field
本发明属于无线通信技术领域, 特别涉及一种正交频分复用 The invention belongs to the field of wireless communication technologies, and particularly relates to an orthogonal frequency division multiplexing
( OFDM ) 系统的信道估计方法和装置。 发明背景 Channel estimation method and apparatus for (OFDM) systems. Background of the invention
在长期演进(LTE )无线通信系统中, OFDM是其核心的物理层技 术。 它把数据流调制在多个正交的子载波上, 正交子载波之间频谱可重 叠, 这样就大大提高了频谱利用率。 In Long Term Evolution (LTE) wireless communication systems, OFDM is its core physical layer technology. It modulates the data stream on multiple orthogonal subcarriers, and the spectrum between orthogonal subcarriers can be overlapped, which greatly improves spectrum utilization.
参照图 1 , 在正交频分复用系统中, 传输的信息可以通过资源栅格 来描述, 资源栅格将整个时域和频域的资源以资源元素 (RE, Resource Element )的形式表示出来, 即图 1中的一个最小方格, 它对应于频域上 的一个子载波和时域上的一个符号 (symbol ) 的时间长度。 所有需要传 输的信息都是通过资源元素来承载。 多个资源元素构成一个资源块。 具 体来说, 在正常循环前缀的情况下, 12 (子载波数) x 7 (符号数)构 成一个资源块; 扩展循环前缀的情况下, 12 (子载波数) χ 6 (符号数) 构成一个资源块。 Referring to FIG. 1, in an orthogonal frequency division multiplexing system, information transmitted may be described by a resource grid, and the resource grid represents resources in the entire time domain and frequency domain in the form of resource elements (RE, Resource Element). That is, a minimum square in Figure 1, which corresponds to the length of time of one subcarrier on the frequency domain and one symbol on the time domain. All information that needs to be transmitted is carried by the resource element. Multiple resource elements form a resource block. Specifically, in the case of a normal cyclic prefix, 12 (number of subcarriers) x 7 (number of symbols) constitutes one resource block; in the case of extended cyclic prefix, 12 (number of subcarriers) χ 6 (number of symbols) constitutes one Resource block.
为了正确解调数据, 需要知道每个 RE位置上的信道情况。 在 LTE 系统中, 每个 RE位置上的信道估计是通过如下方式得到的: 在每个资 源块的特定的资源元素位置插入已知的参考信号 RS ( Reference Signal ) 以计算该 RE位置上的信道估计, 然后利用插值的方法来得到其它所有 资源元素位置上的信道估计。 In order to correctly demodulate the data, it is necessary to know the channel condition at each RE position. In the LTE system, the channel estimation at each RE location is obtained by inserting a known reference signal RS ( Reference Signal ) at a specific resource element position of each resource block to calculate a channel at the RE location. Estimate, then use the interpolation method to get the channel estimates at all other resource element locations.
在实际的应用场景中, 信道状况千差万别, 但现有技术使用固定的 插值方法来应对所有的信道情况, 这导致信道估计的准确度较低, 影响
到对数据的解调效果。 发明内容 In actual application scenarios, the channel conditions vary widely, but the prior art uses a fixed interpolation method to cope with all channel conditions, which results in lower accuracy of channel estimation. To demodulate the effect of the data. Summary of the invention
本发明所要解决的技术问题是提供一种正交频分复用系统的信道 估计方法和装置, 使得信道估计结果能够随着信道的变化而自适应变 化。 The technical problem to be solved by the present invention is to provide a channel estimation method and apparatus for an orthogonal frequency division multiplexing system, so that the channel estimation result can be adaptively changed as the channel changes.
为解决上述技术问题, 本发明提供技术方案如下: In order to solve the above technical problem, the present invention provides the following technical solutions:
一种正交频分复用系统的信道估计方法, 包括如下步骤: A channel estimation method for an orthogonal frequency division multiplexing system includes the following steps:
A、 根据参考信号的频域信道估计进行计算, 得到信道的时延扩展; A, calculating according to the frequency domain channel estimation of the reference signal, and obtaining a delay spread of the channel;
B、 根据所述时延扩展生成频域插值系数; B. Generate a frequency domain interpolation coefficient according to the delay extension;
C、 根据所述频域插值系数和所述参考信号的频域信道估计进行插 值处理, 得到所述参考信号所处时域位置上的整个频域的信道估计。 C. Perform interpolation processing according to the frequency domain interpolation coefficient and the frequency domain channel estimation of the reference signal, to obtain a channel estimation of the entire frequency domain at the time domain position where the reference signal is located.
上述的方法, 其中, 在步骤 C后进一步还包括: The above method, wherein, after the step C, further comprises:
D、 根据不同时域位置处的频域信道估计进行计算, 得到信道的相 干时间; D. Perform calculation according to frequency domain channel estimation at different time domain locations to obtain a coherence time of the channel;
E、 根据所述相干时间生成时域插值系数; E. generating a time domain interpolation coefficient according to the coherence time;
F、 根据所述时域插值系数和处于相干时间范围内的整个频域的信 道估计进行插值处理, 得到整个时域和频域的信道估计。 F. Perform interpolation processing according to the time domain interpolation coefficient and the channel estimation of the entire frequency domain in the coherent time range, to obtain channel estimation of the entire time domain and the frequency domain.
上述的方法, 其中, 所述步骤 A包括: The above method, wherein the step A includes:
A1、将参考信号的频域信道估计做逆傅立叶变换得到参考信号的时 域信道估计; A1: Performing an inverse Fourier transform on the frequency domain channel estimation of the reference signal to obtain a time domain channel estimation of the reference signal;
A2、 获取所述时域信道估计的有效径; A2. Obtain an effective path of the time domain channel estimation.
A3、 根据所述有效径进行计算, 得到信道的时延扩展。 A3. Perform calculation according to the effective path to obtain a delay spread of the channel.
上述的方法, 其中, 所述步骤 A2包括: The above method, wherein the step A2 comprises:
对所述时域信道估计进行去噪处理;
在去噪处理后的时域信道估计中查找信道窗; Denoising the time domain channel estimation; Finding a channel window in a time domain channel estimation after denoising processing;
根据所述信道窗获取有效径。 Obtaining an effective path according to the channel window.
上述的方法, 其中, 所述步骤 A2包括: The above method, wherein the step A2 comprises:
在所述时域信道估计中查找信道窗; Finding a channel window in the time domain channel estimation;
对所述信道窗进行去噪处理; Performing a denoising process on the channel window;
根据去噪处理后的信道窗获取有效径。 The effective path is obtained according to the channel window after the denoising process.
上述的方法, 其中, 所述时延扩展为: The above method, wherein the delay spread is:
最大时延扩展、 平均时延扩展或者均方根时延扩展。 Maximum delay spread, average delay spread, or rms delay spread.
上述的方法, 其中, 所述步骤 A3之后还包括: The above method, wherein after the step A3, the method further includes:
A4、 对所述信道的时延扩展进行平滑处理。 A4. Smoothing the delay spread of the channel.
上述的方法, 其中, 所述步骤 A4中进行的平滑处理为: 其中, „为经平滑处理后的时延扩展当前值, f„为未经平滑处理的 时延扩展当前值, ^为经平滑处理后的时延扩展历史值, 为遗忘因子, 0 < β≤1。 The above method, wherein the smoothing process performed in the step A4 is: wherein, „the current value is extended for the smoothed delay, f„ is the undelayed delay extended current value, ^ is smoothed The processed delay extended history value is the forgetting factor, 0 < β ≤ 1.
上述的方法, 其中, 所述步骤 B包括: The above method, wherein the step B includes:
将所述时延扩展作为一个参数, 基于升余弦、 根升余弦或者抽样函 数来生成所述频域插值系数, 或者, 先生成信道相关矩阵, 再利用最小 均方误差准则来生成所述频域插值系数。 Using the delay spread as a parameter, generating the frequency domain interpolation coefficient based on a raised cosine, a root raised cosine or a sampling function, or first generating a channel correlation matrix, and then generating the frequency domain by using a minimum mean square error criterion Interpolation factor.
上述的方法, 其中, 所述步骤 C包括: The above method, wherein the step C includes:
在参考信号所在时域位置构建插值前的频域信道估计 S : 若子载波 处存在参考信号, 则令 , 若子载波 处不存在参考信号, 则 令 =0, 其中, /^ 为参考信号的频域信道估计, k = 0,l- N—l , N为 子载波数目;
通过卷积运算进行频域插值: H' = S*F , 其中, 符号 " * " 为卷积 运算, F为频域插值系数; Constructing a frequency domain channel estimate S before interpolation in the time domain position of the reference signal: If there is a reference signal at the subcarrier, then if there is no reference signal at the subcarrier, then let =0, where /^ is the frequency domain of the reference signal Channel estimation, k = 0, l- N-1, N is the number of subcarriers; Frequency domain interpolation by convolution operation: H' = S*F , where the symbol "*" is a convolution operation and F is a frequency domain interpolation coefficient;
对频域插值结果 H'进行处理, 得到整个频域的信道估计 H: k = HK' I2+k , 其中, 为频域插值系数的长度减 1。 The frequency domain interpolation result H' is processed to obtain a channel estimation H: k = H K ' I2 + k of the entire frequency domain, where the length of the frequency domain interpolation coefficient is reduced by 1.
上述的方法, 其中, 所述步骤 D包括: The above method, wherein the step D includes:
D1、计算参考信号的频域信道估计与时域上邻近的可用频域信道估 计的差异因子; D1. Calculating a difference factor between a frequency domain channel estimate of the reference signal and an available frequency domain channel estimate in the time domain;
D2、 根据所述差异因子确定信道的相干时间。 D2. Determine a coherence time of the channel according to the difference factor.
上述的方法, 其中, 所述可用频域信道估计为: The above method, wherein the available frequency domain channel is estimated as:
参考信号的频域信道估计, 或者, 参考信号所处时域位置上的整个 频域的信道估计。 The frequency domain channel estimate of the reference signal, or the channel estimate of the entire frequency domain at the time domain location of the reference signal.
上述的方法, 其中, 所述步骤 D2之后还包括: The above method, after the step D2, further includes:
D3、 对所述信道的相干时间进行平滑处理。 D3. Smoothing the coherence time of the channel.
上述的方法, 其中, 所述步骤 D3中进行的平滑处理为 The above method, wherein the smoothing process performed in the step D3 is
,n = round[ c n + (1— γ) £ η_χ ] , n = round[ cn + (1— γ) £ η _ χ ]
其中, 为经平滑处理后的相干时间当前值, 为未经平滑处理的 相干时间当前值, ^^为未经平滑处理的相干时间历史值, ^为遗忘因子, 0 < 1 , round为就近取整运算。 Where is the current value of the smoothed coherence time, the current value of the coherent time without smoothing, ^^ is the uncoordinated coherence time history value, ^ is the forgetting factor, 0 < 1 , round is the nearest Whole operation.
上述的方法, 其中, 所述步骤 E包括: The above method, wherein the step E includes:
将所述相干时间作为一个参数, 基于线性方法或者非线性方法来生 成所述时域插值系数。 The coherence time is taken as a parameter, and the time domain interpolation coefficient is generated based on a linear method or a nonlinear method.
上述的方法, 其中, 所述步骤 E包括: The above method, wherein the step E includes:
利用处于所述相干时间范围内的差异因子来生成所述时域插值系 数。
上述的方法, 步骤 E中,相干时间范围内第 个参考信号的权重为: , 其中, 为第 个参考信号对应的差异因子。The time domain interpolation coefficients are generated using a difference factor that is within the coherence time range. In the above method, in step E, the weight of the first reference signal in the coherence time range is: , where is the difference factor corresponding to the first reference signal.
一种正交频分复用系统的信道估计装置, 包括: A channel estimation apparatus for an Orthogonal Frequency Division Multiplexing system includes:
时延估计器, 用于根据参考信号的频域信道估计进行计算, 得到信 道的时延扩展; a delay estimator for calculating a frequency domain channel estimate of the reference signal to obtain a delay spread of the channel;
频域插值系数生成器, 用于根据所述时延扩展生成频域插值系数; 频域插值器, 用于根据所述频域插值系数和所述参考信号的频域信 道估计进行插值处理, 得到所述参考信号所处时域位置上的整个频域的 信道估计。 a frequency domain interpolation coefficient generator, configured to generate a frequency domain interpolation coefficient according to the time delay extension; a frequency domain interpolator, configured to perform interpolation processing according to the frequency domain interpolation coefficient and the frequency domain channel estimation of the reference signal, to obtain The channel estimate of the entire frequency domain at the time domain location where the reference signal is located.
上述的装置, 其中, 还包括: The above device, wherein:
相干时间估计器, 用于根据不同时域位置处的频域信道估计进行计 算, 得到信道的相干时间; a coherence time estimator, configured to calculate according to frequency domain channel estimation at different time domain locations, to obtain a coherence time of the channel;
时域插值系数生成器, 用于根据所述相干时间生成时域插值系数; 时域插值器, 用于根据所述时域插值系数和处于相干时间范围内的 整个频域的信道估计进行插值处理, 得到整个时域和频域的信道估计。 a time domain interpolation coefficient generator, configured to generate a time domain interpolation coefficient according to the coherence time; a time domain interpolator, configured to perform interpolation processing according to the time domain interpolation coefficient and channel estimation of the entire frequency domain in a coherent time range , obtain channel estimates for the entire time domain and frequency domain.
与现有技术相比, 本发明实施例通过估计信道时延扩展并将其作为 一个重要参数来生成频域插值系数, 这样频域插值系数是随着信道的变 化而自适应变化的。 进一步, 估计信道的相干时间, 并利用估计结果来 生成时域插值系数, 这样时域插值系数也是随着信道的变化而自适应变 化。 附图简要说明 Compared with the prior art, the embodiment of the present invention generates frequency domain interpolation coefficients by estimating channel delay spread and using it as an important parameter, such that the frequency domain interpolation coefficients are adaptively changed as the channel changes. Further, the coherence time of the channel is estimated, and the estimation result is used to generate the time domain interpolation coefficient, so that the time domain interpolation coefficient also adaptively changes as the channel changes. BRIEF DESCRIPTION OF THE DRAWINGS
图 1为正常循环前缀且单天线发送情况下参考信号在资源块中的分 布情况;
图 2为本发明实施例的信道估计方法的总体流程图; 图 3为本发明实施例的信道估计装置的结构示意图; 1 is a normal cyclic prefix and a distribution of reference signals in a resource block in the case of single antenna transmission; 2 is a general flowchart of a channel estimation method according to an embodiment of the present invention; FIG. 3 is a schematic structural diagram of a channel estimation apparatus according to an embodiment of the present invention;
图 4为本发明另一实施例的信道估计装置的结构示意图。 实施本发明的方式 FIG. 4 is a schematic structural diagram of a channel estimation apparatus according to another embodiment of the present invention. Mode for carrying out the invention
下面结合附图并举实施例对本发明的具体实施方式作进一步详细 说明。 The specific embodiments of the present invention will be further described in detail below with reference to the accompanying drawings.
本发明实施例中, 根据信道时延扩展与相干带宽的对应关系, 自适 应地计算用于信道估计的频域插值系数; 根据相干时间来自适应地计算 信道估计中的时域插值系数。 In the embodiment of the present invention, the frequency domain interpolation coefficient used for channel estimation is adaptively calculated according to the correspondence between the channel delay spread and the coherence bandwidth; and the time domain interpolation coefficient in the channel estimation is adaptively calculated according to the coherence time.
所谓信道时延扩展是指, 信道的各条路径分量经历的传播路径不 同, 因此各条路径分量具有不同的时间延迟, 这就使得信号的能量在时 间上被扩展了。 所谓相干带宽, 是指一段频域带宽, 在此带宽内, 接收 信号的幅频具有很强的相关性, 即在相干带宽内信道的幅频响应基本保 持不变。 信道时延扩展与相干带宽存在较强的对应关系, 信道时延扩展 越大, 相干带宽越窄; 反之, 信道时延扩展越小, 相干带宽越宽。 所谓 相干时间, 是指一段时间间隔, 在此间隔内, 接收信号的幅度具有很强 的相关性, 即在相干时间内信道沖激响应基本保持不变。 The so-called channel delay spread means that the path components of the channel experience different propagation paths, and therefore each path component has a different time delay, which causes the energy of the signal to be extended in time. The so-called coherent bandwidth refers to a frequency domain bandwidth in which the amplitude of the received signal has a strong correlation, that is, the amplitude-frequency response of the channel remains basically unchanged in the coherent bandwidth. The channel delay spread has a strong correspondence with the coherent bandwidth. The larger the channel delay spread, the narrower the coherence bandwidth. Conversely, the smaller the channel delay spread, the wider the coherence bandwidth. The so-called coherence time refers to a time interval in which the amplitude of the received signal has a strong correlation, that is, the channel impulse response remains substantially unchanged during the coherence time.
如上所述,在相干带宽内接收信号的幅频具有很强的相关性, 因此, 可以利用参考信号的频域信道估计来对相关带宽内的其他频域位置上 的信道进行估计, 并能够获得较准确的估计结果。 同时, 信道的时延扩 展与相干带宽存在较强的对应关系, 因此, 可以将相关带宽内的信道估 计转换为通过信道的时延扩展来进行。 具体到本发明实施例中, 即在确 定频域插值系数时, 利用信道的时延扩展进行, 从而利用参考信号的频 域信道估计获取其相关带宽内的其他频域位置上的信道估计。
包括如下步骤: As described above, the amplitude of the received signal within the coherent bandwidth has a strong correlation, and therefore, the frequency domain channel estimation of the reference signal can be utilized to estimate the channel at other frequency domain locations within the relevant bandwidth and can be obtained. More accurate estimation results. At the same time, the delay spread of the channel has a strong correspondence with the coherent bandwidth. Therefore, the channel estimation in the relevant bandwidth can be converted into delay extension through the channel. Specifically, in the embodiment of the present invention, when the frequency domain interpolation coefficient is determined, the delay spread of the channel is used to obtain the channel estimation in other frequency domain locations within the relevant bandwidth by using the frequency domain channel estimation of the reference signal. Including the following steps:
步骤 201 Step 201
延扩展; Extended extension
步骤 202: 根据所述时延扩展生成频域插值系数; Step 202: Generate a frequency domain interpolation coefficient according to the delay extension.
步骤 203 根据所述频域插值系数和所述参考信号的频域信道估计 进行插值处理 得到所述参考信号所处时域位置上的整个频域的信道估 计; Step 203: Perform interpolation processing according to the frequency domain interpolation coefficient and the frequency domain channel estimation of the reference signal to obtain a channel estimation of the entire frequency domain in the time domain position where the reference signal is located;
步骤 204 根据不同时域位置处的频域信道估计进行计算, 得到信 道的相干时间 Step 204: Calculate according to the frequency domain channel estimation at different time domain locations, and obtain the coherence time of the channel.
步骤 205: 根据所述相干时间生成时域插值系数; Step 205: Generate a time domain interpolation coefficient according to the coherence time;
步骤 206 根据所述时域插值系数和处于相干时间范围内的整个频 域的信道估计进行插值处理, 得到整个时域和频域的信道估计。 Step 206 performs interpolation processing according to the time domain interpolation coefficient and the channel estimation of the entire frequency domain in the coherent time range, and obtains the channel estimation of the entire time domain and the frequency domain.
需要说明的是, 上述步骤 204 - 206 为可选步骤, 在得到参考信号 所处时域位置上的整个频域的信道估计后, 也可以采用现有的其他方法 来进行时域插值, 来得到整个时域和频域的信道估计。 It should be noted that the foregoing steps 204-206 are optional steps. After obtaining the channel estimation of the entire frequency domain at the time domain position of the reference signal, other existing methods may be used for time domain interpolation. Channel estimation for the entire time domain and frequency domain.
上述方法的具体实现可参见后文对本发明实施例的信道估计装置 的描述。 For a specific implementation of the above method, reference may be made to the following description of the channel estimation apparatus of the embodiment of the present invention.
参照图 3和图 4, 本发明实施例的信道估计装置主要包括: 时延估 计器、 频域插值系数生成器、 相干时间估计器、 时域插值系数生成器、 频域插值器和时域插值器, 以下对上述各模块的工作原理进行详细说 明。 Referring to FIG. 3 and FIG. 4, the channel estimation apparatus of the embodiment of the present invention mainly includes: a delay estimator, a frequency domain interpolation coefficient generator, a coherent time estimator, a time domain interpolation coefficient generator, a frequency domain interpolator, and a time domain interpolation. The following describes the working principle of each module described above in detail.
时延估计器 Time delay estimator
时延估计器是利用参考信号的频域信道估计计算无线信道中的时 延扩展。 时延扩展有多种表示形式, 常用的有最大时延扩展、 平均时延
扩展和均方根时延扩展等。 无论用哪种表示形式, 都要首先确定时域信 道沖击响应的各条有效径。 时延扩展可通过将参考信号所处位置的频域 信道估计做逆傅立叶变换得到时域信道估计, 然后获取时域信道估计的 有效径, 并根据所述有效径进行计算, 得到信道的时延扩展。 The delay estimator calculates the delay spread in the wireless channel using the frequency domain channel estimate of the reference signal. There are multiple representations of delay spread, and the most commonly used delay spread, average delay Extensions and root mean square delay extensions, etc. Regardless of which representation is used, the effective paths of the time domain channel impulse response must be determined first. The delay extension can obtain the time domain channel estimation by performing inverse domain Fourier transform on the frequency domain channel estimation of the position of the reference signal, and then obtain the effective path of the time domain channel estimation, and calculate according to the effective path to obtain the channel delay. Expansion.
具体地, 所述时延估计器中包括逆傅立叶变换单元、 有效径获取单 元和时延计算单元。 其中, 逆傅立叶变换单元, 用于将参考信号的频域 信道估计做逆傅立叶变换得到参考信号的时域信道估计; 有效径获取单 元, 用于获取所述时域信道估计的有效径; 时延计算单元, 用于根据所 述有效径进行计算, 得到信道的时延扩展。 Specifically, the time delay estimator includes an inverse Fourier transform unit, an effective path acquisition unit, and a delay calculation unit. The inverse Fourier transform unit is configured to perform inverse domain Fourier transform on the frequency domain channel estimation of the reference signal to obtain a time domain channel estimation of the reference signal, and an effective path obtaining unit, configured to obtain an effective path of the time domain channel estimation; And a calculating unit, configured to perform calculation according to the effective path to obtain a delay spread of the channel.
通常, 有效径不会分布在整个时域信道估计的范围内, 而是集中在 一定宽度的信道窗内, 因此作为一种优化方案可以先计算时域信道估计 各点的功率,然后以宽度为 W的矩形窗在整个功率序列中滑动求和以找 出功率和最大的窗即为信道窗, 通过在信道窗内找出各条有效径, 进而 求出信道的时延扩展 f„。 在具体实现中, 可采用如下两种方案的一种: Generally, the effective path is not distributed over the entire time domain channel estimation range, but is concentrated in a certain width of the channel window. Therefore, as an optimization scheme, the power of each point in the time domain channel estimation can be calculated first, and then the width is The rectangular window of W is slidably summed over the entire power sequence to find the power and the largest window is the channel window. By finding the effective paths in the channel window, the delay spread of the channel is obtained. In the implementation, one of the following two options can be used:
( 1 )先对时域信道估计进行去噪处理, 然后在去噪后的信道估计 基石出上寻找信道窗, 最后在信道窗内找出各条有效径即可求出信道的时 延扩展。 (1) Denoising the time domain channel estimation first, then finding the channel window on the denoised channel estimation foundation, and finally finding the effective path in the channel window to find the delay spread of the channel.
( 2 )先直接在去噪前的时域信道估计上进行信道窗寻找, 然后对 信道窗进行去噪处理, 最后在信道窗内找出各条有效径即可求出信道的 时延扩展。 (2) Firstly, the channel window is searched directly on the time domain channel estimation before denoising, then the channel window is denoised, and finally the effective path is found in the channel window to obtain the delay spread of the channel.
对于信道窗的寻找, 还可通过如下两种缩小信道窗寻找范围方法来 减少计算量: For the search of the channel window, the amount of calculation can also be reduced by reducing the channel window finding range method as follows:
( 1 )找出时域信道估计的功率最大径, 以该径为中心, 确定一个 宽为 w的窗, 大于 w但是小于整个时域信道估计的长度, 在宽为 的窗的范围内寻找信道窗。
( 2 )无线系统中, 同步定时是实时进行的, 这是为了把信道窗同 步在一个期望位置上, 由于误差的不可避免, 信道窗通常会在期望位置 附近抖动。 因此也可以期望位置为中心, 确定一个宽为 W'的窗, W'大于 W但是小于整个时域信道估计的长度,在宽为 的窗的范围内寻找信道 窗。 (1) Find the power maximum path of the time domain channel estimation, and determine a window with width w as the center, which is larger than w but smaller than the length of the entire time domain channel estimation, and find the channel within the range of the wide window. window. (2) In wireless systems, the synchronization timing is performed in real time. This is to synchronize the channel window at a desired position. Due to the inevitable error, the channel window usually wobbles around the desired position. It is therefore also possible to center the position, determine a window of width W', W' is greater than W but less than the length of the entire time domain channel estimate, looking for a channel window over a wide window.
如果采用最大时延扩展的形式, 那么只要找出信道窗内的第一条有 效径和最后一条有效径并计算出时间差即可。 If the form of maximum delay spread is used, then it is only necessary to find the first effective path and the last effective path in the channel window and calculate the time difference.
如果采用平均时延扩展的形式, 那么时延扩展应按照如下方式计 算:
式中, 和 分别表示第 i条径的时延和功率, M为有效径的条数。 如果采用均方根时延扩展的形式, 那么时延扩展应按照如下方式计 If the form of average delay spread is used, then the delay spread should be calculated as follows: In the formula, and represent the delay and power of the ith path, respectively, and M is the number of effective paths. If the form of rms delay extension is used, the delay spread should be calculated as follows
关于信道时延扩展的计算可以每个时隙计算一次, 也可以每个子帧 计算一次。 如果每个时隙计算一次, 那么可以选取两组参考信号中的一 组来计算,也可以对两组参考信号分别计算,然后取均值作为最终结果。 这里所谓一组是指在时域轴上具有相同位置的参考信号。 如果多个时隙 计算一次, 那么可以取多个时隙中的一组参考信号来计算或者取几组信 号分别计算, 然后取均值作为最终结果。
为提高时延估计的稳定性, 作为一种优化方案可将当前时延扩展估 计值和历史值进行平滑,即所述时延估计器中还可包括: 时延平滑单元, 用于对所述信道的时延扩展进行平滑处理, 具体处理为: 其中, „为经平滑处理后的时延扩展当前值, f„为未经平滑处理的 时延扩展当前值, ^为经平滑处理后的时延扩展历史值, 为遗忘因子, 0 < ^≤1。 The calculation of the channel delay spread can be calculated once per time slot or once per subframe. If each time slot is calculated once, one of the two sets of reference signals can be selected for calculation, or two sets of reference signals can be separately calculated, and then the average value is taken as the final result. The group referred to herein refers to a reference signal having the same position on the time domain axis. If a plurality of time slots are calculated once, a set of reference signals in a plurality of time slots may be taken to calculate or take several sets of signals to be separately calculated, and then the average value is taken as a final result. In order to improve the stability of the delay estimation, the current delay spread estimation value and the historical value may be smoothed as an optimization scheme, that is, the delay estimator may further include: a delay smoothing unit, configured to The delay spread of the channel is smoothed, and the specific processing is: where „ is the current value extended by the smoothed delay, f „ is the unsmoothed delay extended current value, ^ is the smoothed time The extended history value is the forgetting factor, 0 < ^ ≤ 1.
频域插值系数生成器 Frequency domain interpolation coefficient generator
频域插值系数生成器是利用信道的时延扩展作为一个重要参数来 生成频域插值系数。 The frequency domain interpolation coefficient generator uses the delay spread of the channel as an important parameter to generate frequency domain interpolation coefficients.
利用信道时延扩展生成频域插值系数的方法有多种, 既可以直接基 于升余弦函数、 根升余弦函数或抽样函数来生成频域插值系数; 也可以 先生成频域信道相关矩阵, 再进一步根据相关矩阵生成频域插值系数, 如利用 MMSE (最小均方误差) 准则生成频域插值系数。 There are several methods for generating frequency domain interpolation coefficients by using channel delay extension. The frequency domain interpolation coefficients can be generated directly based on the raised cosine function, the root raised cosine function or the sampling function. Alternatively, the frequency domain channel correlation matrix can be formed into a frequency domain channel correlation matrix. The frequency domain interpolation coefficients are generated according to the correlation matrix, for example, the frequency domain interpolation coefficients are generated by using the MMSE (Minimum Mean Square Error) criterion.
这里, 以抽样函数为例来说明如何根据时延扩展来生成频域插值系 数 F , 如下: Here, taking the sampling function as an example to illustrate how to generate the frequency domain interpolation coefficient F according to the delay spread, as follows:
FF
这里 Δ/为子载波间隔, LTE中有 15kHz和 7.5kHz两种。 插值系数 的长度为 + l。 Κ值按照如下方式确定, = 2round( ^ - ^ ) , round表示 就近取整运算。 为时延扩展与相干带宽的映射因子, 即相干带宽 β =^_。 通过上述方式, 使插值系数的长度满足相关带宽的要求, 并确 定在该相关带宽范围内的插值系数, 以用于后续的频域插值。 Here Δ/ is the subcarrier spacing, and there are two types of LTE in 15 kHz and 7.5 kHz. The length of the interpolation coefficient is + l. The Κ value is determined as follows, = 2round( ^ - ^ ) , round means the nearest rounding operation. The mapping factor for delay spread and coherence bandwidth, ie the coherence bandwidth β = ^_. In the above manner, the length of the interpolation coefficient is made to satisfy the requirement of the relevant bandwidth, and the interpolation coefficients in the relevant bandwidth range are determined for subsequent frequency domain interpolation.
相干时间估计器
相干时间估计器根据不同时域位置处的频域信道估计进行计算, 得 到信道的相干时间。 具体地, 所述相干时间估计器可包括: 差异因子计 算单元, 用于计算参考信号的频域信道估计与时域上邻近的可用频域信 道估计的差异因子; 相干时间计算单元, 用于根据所述差异因子确定信 道的相干时间。 这里所谓的可用频域信道估计对于图 3和图 4所示的两 种结构其意义是不一样的。 对于图 3来说, 可用的频域信道估计是指位 于参考信号位置的信道估计。 对于图 4来说, 相干估计器使用频域插值 器的输出作为输入, 这样, 可用的频域信道估计是指参考信号所处符号 位置的整个频域信道估计。 Coherent time estimator The coherence time estimator performs calculations based on frequency domain channel estimates at different time domain locations to obtain the coherence time of the channel. Specifically, the coherence time estimator may include: a difference factor calculation unit, configured to calculate a frequency domain channel estimation of the reference signal and a difference factor of the available frequency domain channel estimation in the time domain; a coherence time calculation unit, configured to The difference factor determines the coherence time of the channel. The so-called available frequency domain channel estimation here has different meanings for the two structures shown in Figures 3 and 4. For Figure 3, the available frequency domain channel estimate refers to the channel estimate at the location of the reference signal. For Figure 4, the coherent estimator uses the output of the frequency domain interpolator as input, such that the available frequency domain channel estimate refers to the entire frequency domain channel estimate of the symbol location at which the reference signal is located.
相干时间估计是利用在时间上位于不同符号位置的频域信道估计 来计算, 可通过如下方式进行计算: Coherence time estimation is calculated using frequency domain channel estimates that are temporally located at different symbol locations and can be calculated as follows:
H — H H — H
positive = max^ I Pj < a) Positive = max^ I Pj < a)
t ^positive ^minus t ^positive ^minus
为保证对称性, 相干时间还可按照如下方式选取 I = 2 min{"bU Uve } 或 To ensure symmetry, the coherence time can also be selected as follows: I = 2 min{"bU Uve } or
' positive * ' positive *
其中, 是 和1^的差异因子, 该值越小, 表示。和 ,.两个位置的 信道沖击响应在时域上的相干性越强; 反之越小。 N为用于计算相干时 间的符号的个数。 是一个预设的用于相干判决的参数, 即当 ?. < "时, 认为 ^和 ^两个位置上的信道沖击响应是相干的。 表示由位于参考位 置。的所有或部分可用频域信道估计构成的序列, H;表示由位于相对参 考位置的第 j个位置的所有或部分可用频域信道估计构成的序列 , j为正
数时表示位于相对参考位置的前面的位置, j 为负数时, 表示位于相对 参考位置的后面的位置。 f£为相干时间, 其单位是一个符号所占用的时 间。 H.和 H.所取的频域信道估计应当在频域上位于相同的位置, 即Among them, is the difference factor with 1^, the smaller the value, the expression. And, the stronger the coherence of the channel impulse response at the two locations in the time domain; the smaller the converse. N is the number of symbols used to calculate the coherence time. Is a preset parameter for coherent decision, that is, when ?. <", it is considered that the channel impulse response at both positions ^ and ^ is coherent. It means that all or part of the available frequency domain is located at the reference position. a sequence of channel estimates, H ; represents a sequence of all or part of the available frequency domain channel estimates at the jth position relative to the reference position, j is positive The number represents the position in front of the relative reference position, and when j is negative, it indicates the position behind the relative reference position. f £ is the coherence time, the unit is the time taken by one symbol. The frequency domain channel estimates taken by H. and H. should be in the same position in the frequency domain, ie
Hi0 = , , H i0 = , ,
― \. ― \.
诚然, 如果取频域上所有可用的频域信道估计来计算相干时间会取 得最好的效果, 但是运算量会比较大, 因此作为一种折中, 也可取一部 分频域信道估计来计算相干时间。 It is true that if all the available frequency domain channel estimates in the frequency domain are used to calculate the coherence time, the best results will be obtained, but the amount of computation will be large. Therefore, as a compromise, a part of the frequency domain channel estimation can also be used to calculate the coherence time. .
为保证系统稳定工作还可对 t£做一个保护, 即,
In order to ensure the stability of the system, you can also protect t £ , ie,
其中, 为预设的相干时间的上门限值, t mn为预设的相干时间 的下门限值。 Where is the upper threshold of the preset coherence time, t mn is the lower threshold of the preset coherence time.
相干时间的计算可以每个子帧计算一次, 也可以多个子帧计算一 次。 The calculation of the coherence time can be calculated once per subframe or once in multiple subframes.
为提高相干时间估计的稳定性, 作为一种优化方案可将当前相干时 间估计值和历史值进行平滑, 即所述相干时间估计器中还包括: 相干时 间平滑单元, 用于对所述信道的相干时间进行平滑处理, 具体处理为: ,n = round[ c n + (1— γ) £ η_χ ] In order to improve the stability of the coherent time estimation, the current coherence time estimation value and the historical value may be smoothed as an optimization scheme, that is, the coherent time estimator further includes: a coherent time smoothing unit, configured to The coherence time is smoothed, and the specific processing is: , n = round[ cn + (1 - γ) £ η _ χ ]
其中, 为经平滑处理后的相干时间当前值, 为未经平滑处理的 相干时间当前值, ^为未经平滑处理的相干时间历史值, 为遗忘因子,
0 < γ≤1 , round为就近取整运算。 Wherein, the current value of the coherent time after smoothing is the current value of the coherent time without smoothing, ^ is the coherent time history value without smoothing, and is the forgetting factor, 0 < γ ≤ 1, round is the nearest rounding operation.
时域插值系数生成器 Time domain interpolation coefficient generator
时域插值系数生成器是把相干时间作为一个重要参数来生成时域 插值的系数。 本发明实施例是利用处于相干时间范围内的各参考信号时 间位置上的频域信道估计来对数据符号所处位置进行时域插值, 由于相 干时间范围内的信道沖击响应具有较强的相关性, 因此可利用筒单的线 性方法进行插值, 也可利用非线性方法进行插值。 相应地, 所述时域插 值系数生成器可基于线性方法或者非线性方法来生成时域插值系数。 The time domain interpolation coefficient generator is a coefficient that uses coherence time as an important parameter to generate time domain interpolation. In the embodiment of the present invention, the frequency domain channel estimation in the time position of each reference signal in the coherent time range is used to perform time domain interpolation on the position of the data symbol, because the channel impulse response in the coherent time range has strong correlation. Therefore, the linear method of the cartridge can be used for interpolation, or the nonlinear method can be used for interpolation. Accordingly, the time domain interpolation coefficient generator may generate time domain interpolation coefficients based on a linear method or a nonlinear method.
作为一种最筒单的实施例, 可通过平均的方法来生成时域插值系 数, 即如果相干时间范围内共有 M组参考信号, 那么可以利用 ^作为 插值系数来对相干时间范围内的数据符号进行插值。 As one of the most compact embodiments, the time domain interpolation coefficients can be generated by an averaging method, that is, if there are M sets of reference signals in the coherence time range, then ^ can be used as the interpolation coefficients to the data symbols in the coherent time range. Interpolate.
作为一种优化方案, 还可利用差异因子 ^来生成插值系数, 即 ^越 小, 其所对应的那组参考信号在插值系数中所占权重越大, 反之越小。 相干时间内的各组参考信号的权重系数和为 1。 作为一种实施例, 每个 参考信号上的权重可按照如下方式进行分配:
As an optimization scheme, the difference factor ^ can also be used to generate the interpolation coefficient, that is, the smaller the ^ is, the larger the weight of the corresponding reference signal in the interpolation coefficient is, and vice versa. The weight coefficient sum of each group of reference signals in the coherence time is 1. As an embodiment, the weight on each reference signal can be assigned as follows:
频域插值器 Frequency domain interpolator
频域插值器是利用频域插值系数和参考信号的频域信道估计来对 参考信号所在时间位置上的整个频域范围内进行插值。 The frequency domain interpolator uses the frequency domain channel coefficients of the frequency domain interpolation coefficients and the reference signal to interpolate over the entire frequency domain at the time position of the reference signal.
具体为, 首先在参考信号所在时域位置构建插值前的频域信道估计 Specifically, first, construct a frequency domain channel estimation before interpolation in the time domain position of the reference signal.
5: 5:
- f ss) , fc所在子载波位置存在 RS , Λ 1 ΛΓ 1 - f ss ) , there is RS at the subcarrier position where fc is located, Λ 1 ΛΓ 1
Ht = k k = 0,1· · · Ν - 1 H t = k k = 0,1· · · Ν - 1
k 1θ, 所在子载波位置不存在 RS 其中, / s)为参考信号的频域信道估计, N为子载波数目。
然后通过卷积运算进行频域插值, 即, k 1θ, where there is no RS in the subcarrier position, where / s ) is the frequency domain channel estimate of the reference signal, and N is the number of subcarriers. Then performing frequency domain interpolation by convolution, ie,
H = H *F , 其中, 符号 " * " 为卷积运算, F为前述频域插值系数 生成器输出的频域插值系数; 通过这里的频域插值操作, 根据当前相关 带宽, 利用任一参考信号的频域信道估计, 对该参考信号的相关带宽范 围内的其他频域位置的频域信道进行估计, 从而获取与当前信道环境相 匹配的全频域信道估计; H = H *F , where the symbol " * " is a convolution operation and F is the frequency domain interpolation coefficient output by the aforementioned frequency domain interpolation coefficient generator; by using the frequency domain interpolation operation here, using any reference according to the current correlation bandwidth Frequency domain channel estimation of the signal, estimating a frequency domain channel of other frequency domain locations within a relevant bandwidth of the reference signal, thereby obtaining a full frequency domain channel estimate that matches the current channel environment;
最后, 对频域插值结果 H'进行处理, 得到整个频域的信道估计 H : Finally, the frequency domain interpolation result H' is processed to obtain a channel estimation H of the entire frequency domain:
Hk = H' , 其中, K为频域插值系数的长度减 1。 H k = H' , where K is the length of the frequency domain interpolation coefficient minus one.
由于卷积计算的起始暂态效应和结束时的拖尾效应,会导致 前后 各有一部分点的插值结果属于不完全插值, 所以在实际实现中需要特殊 处理, 进行一定的补偿或其他的处理方法。 例如, 这一部分点的信道估 计可取距离其最近的 的值来替代插值结果。 Due to the initial transient effect of the convolution calculation and the tailing effect at the end, the interpolation result of some points before and after is incomplete interpolation, so special processing is needed in the actual implementation, and certain compensation or other processing is performed. method. For example, the channel estimate for this portion of the point may take the nearest value to replace the interpolation result.
时域插值器 Time domain interpolator
时域插值器是根据时域插值系数和处于相干时间范围内的整个频 域的信道估计进行插值处理, 得到整个时域和频域的信道估计。 The time domain interpolator performs interpolation processing based on the time domain interpolation coefficient and the channel estimation of the entire frequency domain in the coherent time range, and obtains the channel estimation of the entire time domain and the frequency domain.
综上所述, 本发明的实施例通过估计信道时延扩展并将其作为一个 重要参数来生成频域插值系数, 这样频域插值系数是随着信道的变化而 自适应变化的。 进一步, 估计信道的相干时间并利用估计结果来生成时 域插值系数, 这样时域插值系数也是随着信道的变化而自适应变化。 相 对于现有技术采用的固定的插值系数, 本发明实施例中获取的随信道自 适应变化的频域和时域插值系数, 在用于进行信道估计后, 能够获得更 加准确的信道估计结果, 应用该信道估计结果进行数据的解调, 能够相 应提高数据解调的性能。 In summary, embodiments of the present invention generate frequency domain interpolation coefficients by estimating channel delay spread and using it as an important parameter such that the frequency domain interpolation coefficients are adaptively varied as the channel changes. Further, the coherence time of the channel is estimated and the estimation result is used to generate the time domain interpolation coefficient, such that the time domain interpolation coefficient also adaptively changes as the channel changes. Compared with the fixed interpolation coefficients used in the prior art, the frequency domain and time domain interpolation coefficients obtained by the channel adaptive change obtained in the embodiments of the present invention can obtain more accurate channel estimation results after being used for channel estimation. Applying the channel estimation result to demodulate the data can improve the performance of data demodulation accordingly.
虽然通过参照本发明的优选实施例, 已经对本发明进行了图示和描
述, 但本领域的普通技术人员应该明白, 可以在形式上和细节上对其作 各种各样的改变, 而不偏离所附权利要求书所限定的本发明的精神和范 围。
Although the invention has been illustrated and described by reference to a preferred embodiment of the invention It will be apparent to those skilled in the art that various modifications may be made in the form and the details thereof without departing from the spirit and scope of the invention as defined in the appended claims.
Claims
1. 一种正交频分复用系统的信道估计方法, 其特征在于, 包括如下 步骤: A channel estimation method for an Orthogonal Frequency Division Multiplexing system, comprising the steps of:
A、 根据参考信号的频域信道估计进行计算, 得到信道的时延扩展; A, calculating according to the frequency domain channel estimation of the reference signal, and obtaining a delay spread of the channel;
B、 根据所述时延扩展生成频域插值系数; B. Generate a frequency domain interpolation coefficient according to the delay extension;
C、 根据所述频域插值系数和所述参考信号的频域信道估计进行插 值处理, 得到所述参考信号所处时域位置上的整个频域的信道估计。 C. Perform interpolation processing according to the frequency domain interpolation coefficient and the frequency domain channel estimation of the reference signal, to obtain a channel estimation of the entire frequency domain at the time domain position where the reference signal is located.
2. 如权利要求 1所述的方法,其特征在于,在所述步骤 C后进一步 还包括: 2. The method of claim 1 further comprising, after said step C, further comprising:
D、 根据不同时域位置处的频域信道估计进行计算, 得到信道的相 干时间; D. Perform calculation according to frequency domain channel estimation at different time domain locations to obtain a coherence time of the channel;
E、 根据所述相干时间生成时域插值系数; E. generating a time domain interpolation coefficient according to the coherence time;
F、 根据所述时域插值系数和处于相干时间范围内的整个频域的信 道估计进行插值处理, 得到整个时域和频域的信道估计。 F. Perform interpolation processing according to the time domain interpolation coefficient and the channel estimation of the entire frequency domain in the coherent time range, to obtain channel estimation of the entire time domain and the frequency domain.
3. 如权利要求 1所述的方法, 其特征在于, 所述步骤 A包括: 3. The method according to claim 1, wherein the step A comprises:
A1、将参考信号的频域信道估计做逆傅立叶变换得到参考信号的时 域信道估计; A1: Performing an inverse Fourier transform on the frequency domain channel estimation of the reference signal to obtain a time domain channel estimation of the reference signal;
A2、 获取所述时域信道估计的有效径; A2. Obtain an effective path of the time domain channel estimation.
A3、 根据所述有效径进行计算, 得到信道的时延扩展。 A3. Perform calculation according to the effective path to obtain a delay spread of the channel.
4. 如权利要求 3所述的方法, 其特征在于, 所述步骤 A2包括: 对所述时域信道估计进行去噪处理; The method according to claim 3, wherein the step A2 comprises: performing denoising processing on the time domain channel estimation;
在去噪处理后的时域信道估计中查找信道窗; Finding a channel window in a time domain channel estimation after denoising processing;
根据所述信道窗获取有效径。 Obtaining an effective path according to the channel window.
5. 如权利要求 3所述的方法, 所述步骤 A2包括:
在所述时域信道估计中查找信道窗; 5. The method of claim 3, the step A2 comprising: Finding a channel window in the time domain channel estimation;
对所述信道窗进行去噪处理; Performing a denoising process on the channel window;
根据去噪处理后的信道窗获取有效径。 The effective path is obtained according to the channel window after the denoising process.
6. 如权利要求 3所述的方法, 其特征在于, 所述时延扩展为: 最大时延扩展、 平均时延扩展或者均方根时延扩展。 The method according to claim 3, wherein the delay spread is: a maximum delay spread, an average delay spread, or a root mean square delay spread.
7. 如权利要求 3所述的方法, 其特征在于, 所述步骤 A3之后还包 括: 7. The method according to claim 3, wherein after the step A3, the method further comprises:
A4、 对所述信道的时延扩展进行平滑处理。 A4. Smoothing the delay spread of the channel.
8. 如权利要求 7所述的方法, 其特征在于, 所述步骤 A4中进行的 平滑处理为: 其中, 7„为经平滑处理后的时延扩展当前值, f„为未经平滑处理的 时延扩展当前值, ^^为经平滑处理后的时延扩展历史值, 为遗忘因子, 0<^≤1。 8. The method according to claim 7, characterized in that, the smoothing process performed in Step A4: wherein, 7 "for the delay after the extension of the smoothed current value, F" without the smoothing process is The delay extends the current value, ^^ is the smoothed extended delay history value, which is the forgetting factor, 0<^≤1.
9. 如权利要求 1所述的方法, 其特征在于, 所述步骤 B包括: 将所述时延扩展作为一个参数, 基于升余弦、 根升余弦或者抽样函 数来生成所述频域插值系数; 9. The method according to claim 1, wherein the step B comprises: using the delay spread as a parameter, generating the frequency domain interpolation coefficient based on a raised cosine, a root raised cosine or a sampling function;
或者, 先生成信道相关矩阵, 再利用最小均方误差准则来生成所述 频域插值系数。 Alternatively, a channel correlation matrix is first generated, and the minimum mean square error criterion is used to generate the frequency domain interpolation coefficients.
10. 如权利要求 1所述的方法, 其特征在于, 所述步骤 C包括: 在参考信号所在时域位置构建插值前的频域信道估计 S: 若子载波 处存在参考信号, 则令 = / s) , 若子载波 处不存在参考信号, 则令10. The method according to claim 1, wherein the step C comprises: constructing a frequency domain channel estimation S before interpolation in a time domain position of the reference signal: if there is a reference signal at the subcarrier, then let = / s ), if there is no reference signal at the subcarrier, then
Hk=0, 其中, ss)为参考信号的频域信道估计, k = Q, '-'N~ , W为子 载波数目;
通过卷积运算进行频域插值: H' = S*F , 其中, 符号 "*" 为卷积 运算, F为所述频域插值系数; H k =0, where ss ) is the frequency domain channel estimate of the reference signal, k = Q, '-'N~ , W is the number of subcarriers; Frequency domain interpolation by convolution operation: H' = S*F , where the symbol "*" is a convolution operation and F is the frequency domain interpolation coefficient;
对频域插值结果 H'进行处理, 得到整个频域的信道估计 H: Hk =HK'll+k , 其中, 为频域插值系数的长度减 1。 The frequency domain interpolation result H' is processed to obtain a channel estimation H: H k = H K ' ll + k of the entire frequency domain, where the length of the frequency domain interpolation coefficient is reduced by 1.
11. 如权利要求 2所述的方法, 其特征在于, 所述步骤 D包括: 11. The method of claim 2, wherein the step D comprises:
D1、计算参考信号的频域信道估计与时域上邻近的可用频域信道估 计的差异因子; D1. Calculating a difference factor between a frequency domain channel estimate of the reference signal and an available frequency domain channel estimate in the time domain;
D2、 根据所述差异因子确定信道的相干时间。 D2. Determine a coherence time of the channel according to the difference factor.
12. 如权利要求 11所述的方法, 其特征在于, 所述可用频域信道估 计为: 12. The method of claim 11, wherein the available frequency domain channel is estimated to be:
参考信号的频域信道估计, 或者, 参考信号所处时域位置上的整个 频域的信道估计。 The frequency domain channel estimate of the reference signal, or the channel estimate of the entire frequency domain at the time domain location of the reference signal.
13. 如权利要求 11所述的方法, 其特征在于, 所述步骤 D2之后、 所述步骤 E之前还包括: The method according to claim 11, wherein after the step D2 and before the step E, the method further comprises:
D3、 对所述信道的相干时间进行平滑处理。 D3. Smoothing the coherence time of the channel.
14. 如权利要求 13所述的方法, 其特征在于, 所述步骤 D3中进行 的平滑处理为 The method according to claim 13, wherein the smoothing process performed in the step D3 is
tc„ = round[ ytcn + (1— γ)ΐεη_χ ] t c „ = round[ yt cn + (1— γ)ΐ εη _ χ ]
其中, t£„S为经平滑处理后的相干时间当前值, 为未经平滑处理 的相干时间当前值, ^为未经平滑处理的相干时间历史值, y为遗忘因 子, 0< 1, roiind为就近取整运算。 Where t £ „S is the current value of the coherent time after smoothing, the current value of the coherence time without smoothing, ^ is the coherence time history value without smoothing, y is the forgetting factor, 0< 1, roiind Round up the operation for the nearest.
15. 如权利要求 2所述的方法, 其特征在于, 所述步骤 E包括: 将所述相干时间作为一个参数, 基于线性方法或者非线性方法来生 成所述时域插值系数。
The method according to claim 2, wherein the step E comprises: generating the time domain interpolation coefficient based on a linear method or a nonlinear method by using the coherence time as a parameter.
16. 如权利要求 11所述的方法, 其特征在于, 所述步骤 E包括: 利用处于所述相干时间范围内的差异因子来生成所述时域插值系 数。 16. The method of claim 11, wherein the step E comprises: generating the time domain interpolation coefficient using a difference factor that is within the coherence time range.
18. —种正交频分复用系统的信道估计装置, 其特征在于, 包括: 时延估计器, 用于根据参考信号的频域信道估计进行计算, 得到信 道的时延扩展; A channel estimation apparatus for an OFDM system, comprising: a delay estimator for performing calculation based on a frequency domain channel estimation of a reference signal to obtain a delay spread of the channel;
频域插值系数生成器, 用于根据所述时延扩展生成频域插值系数; 频域插值器, 用于根据所述频域插值系数和所述参考信号的频域信 道估计进行插值处理, 得到所述参考信号所处时域位置上的整个频域的 信道估计。 a frequency domain interpolation coefficient generator, configured to generate a frequency domain interpolation coefficient according to the time delay extension; a frequency domain interpolator, configured to perform interpolation processing according to the frequency domain interpolation coefficient and the frequency domain channel estimation of the reference signal, to obtain The channel estimate of the entire frequency domain at the time domain location where the reference signal is located.
19. 如权利要求 18所述的装置, 其特征在于, 还包括: 19. The device of claim 18, further comprising:
相干时间估计器, 用于根据不同时域位置处的频域信道估计进行计 算, 得到信道的相干时间; a coherence time estimator, configured to calculate according to frequency domain channel estimation at different time domain locations, to obtain a coherence time of the channel;
时域插值系数生成器, 用于根据所述相干时间生成时域插值系数; 时域插值器, 用体育根据所述时域插值系数和处于相干时间范围内 的整个频域的信道估计进行插值处理, 得到整个时域和频域的信道估 计。 a time domain interpolation coefficient generator for generating a time domain interpolation coefficient according to the coherence time; a time domain interpolator for performing interpolation processing according to the time domain interpolation coefficient and a channel estimation of the entire frequency domain in a coherent time range , obtain channel estimates for the entire time domain and frequency domain.
20. 如权利要求 18所述的装置,其特征在于,所述时延估计器包括: 逆傅立叶变换单元, 用于将参考信号的频域信道估计做逆傅立叶变 换得到参考信号的时域信道估计; The apparatus according to claim 18, wherein the delay estimator comprises: an inverse Fourier transform unit, configured to perform inverse frequency Fourier transform of a frequency domain channel estimation of the reference signal to obtain a time domain channel estimation of the reference signal ;
有效径获取单元, 用于获取所述时域信道估计的有效径;
时延计算单元, 用于根据所述有效径进行计算, 得到信道的时延扩 展。 An effective path obtaining unit, configured to obtain an effective path of the time domain channel estimation; The delay calculation unit is configured to perform calculation according to the effective path to obtain a delay spread of the channel.
21. 如权利要求 20所述的装置, 其特征在于, 所述时延估计器中还 包括: The device of claim 20, wherein the delay estimator further comprises:
时延平滑单元, 用于对所述信道的时延扩展进行平滑处理。 A delay smoothing unit is configured to perform smoothing processing on the delay spread of the channel.
22. 如权利要求 18所述的装置, 其特征在于: 22. Apparatus according to claim 18 wherein:
所述频域插值系数生成器进一步用于, 将所述时延扩展作为一个参 数, 基于升余弦、 根升余弦或者抽样函数来生成所述频域插值系数, 或 者, 先生成信道相关矩阵, 再利用最小均方误差准则来生成所述频域插 值系数。 The frequency domain interpolation coefficient generator is further configured to: use the delay spread as a parameter, generate the frequency domain interpolation coefficient based on a raised cosine, a root raised cosine or a sampling function, or first generate a channel correlation matrix, and then The frequency domain interpolation coefficients are generated using a minimum mean square error criterion.
23. 如权利要求 18所述的装置, 其特征在于, 所述频域插值器进一 步用于: 23. The apparatus of claim 18, wherein the frequency domain interpolator is further used to:
在参考信号所在时域位置构建插值前的频域信道估计 δ: 若子载波 处存在参考信号, 则令 = / s) , 若子载波 处不存在参考信号, 则令 Hk=0, 其中, / s)为参考信号的频域信道估计, k = Q, '-'N~ , W为子 载波数目; Constructing the frequency domain channel estimate δ before interpolation in the time domain position of the reference signal: If there is a reference signal at the subcarrier, let = / s ), if there is no reference signal at the subcarrier, let H k =0, where / s ) is the frequency domain channel estimate of the reference signal, k = Q, '-'N~ , W is the number of subcarriers;
通过卷积运算进行频域插值: H' = S*F , 其中, 符号 "*" 为卷积 运算, F为频域插值系数; Frequency domain interpolation by convolution operation: H' = S*F , where the symbol "*" is a convolution operation and F is a frequency domain interpolation coefficient;
对频域插值结果 H'进行处理, 得到整个频域的信道估计 H: The frequency domain interpolation result H' is processed to obtain a channel estimation of the entire frequency domain.
Hk =HK'll+k, 其中, 为频域插值系数的长度减 1。 H k =H K ' ll+k , where is the length of the frequency domain interpolation coefficient minus one.
24. 如权利要求 19所述的装置, 其特征在于, 所述相干时间估计器 包括: 24. The apparatus of claim 19, wherein the coherence time estimator comprises:
差异因子计算单元, 用于计算参考信号的频域信道估计与时域上邻 近的可用频域信道估计的差异因子;
相干时间计算单元, 用于根据所述差异因子确定信道的相干时间。a difference factor calculation unit, configured to calculate a difference factor between a frequency domain channel estimate of the reference signal and an available frequency domain channel estimate in the time domain; A coherence time calculation unit is configured to determine a coherence time of the channel according to the difference factor.
25. 如权利要求 24所述的装置, 其特征在于, 所述可用频域信道估 计为: 25. The apparatus of claim 24, wherein the available frequency domain channel is estimated to be:
参考信号的频域信道估计, 或者, 参考信号所处时域位置上的整个 频域的信道估计。 The frequency domain channel estimate of the reference signal, or the channel estimate of the entire frequency domain at the time domain location of the reference signal.
26. 如权利要求 24所述的装置, 其特征在于, 所述相干时间估计器 中还包括: The device according to claim 24, wherein the coherence time estimator further comprises:
相干时间平滑单元, 用于对所述信道的相干时间进行平滑处理。 A coherent time smoothing unit is configured to smooth the coherence time of the channel.
27. 如权利要求 19所述的装置, 其特征在于: 27. Apparatus according to claim 19 wherein:
所述时域插值系数生成器进一步用于, 将所述相干时间作为一个参 数, 基于线性方法或者非线性方法来生成所述时域插值系数。 The time domain interpolation coefficient generator is further configured to generate the time domain interpolation coefficient based on a linear method or a nonlinear method by using the coherence time as a parameter.
28. 如权利要求 24所述的装置, 其特征在于: 28. Apparatus according to claim 24 wherein:
所述时域插值系数生成器进一步用于, 利用处于所述相干时间范围 内的差异因子来生成所述时域插值系数。
The time domain interpolation coefficient generator is further configured to generate the time domain interpolation coefficient using a difference factor within the coherence time range.
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