CN101414986A - Channel estimation method and apparatus - Google Patents

Channel estimation method and apparatus Download PDF

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CN101414986A
CN101414986A CNA200710182007XA CN200710182007A CN101414986A CN 101414986 A CN101414986 A CN 101414986A CN A200710182007X A CNA200710182007X A CN A200710182007XA CN 200710182007 A CN200710182007 A CN 200710182007A CN 101414986 A CN101414986 A CN 101414986A
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channel
channel response
channel estimation
pilot signal
pilot
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黄睿
刘华斌
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Huawei Technologies Co Ltd
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Abstract

The embodiment of the invention provides a channel estimation device and a method thereof. The channel estimation device comprises a receiving pilot signal gaining unit which is used for gaining the receiving pilot signal at the original pilot position from the received signals, a reference pilot signal gaining unit which is used for gaining reference pilot signals, a pilot channel estimation unit which is used for estimating a first channel response according to the receiving pilot signal and the reference pilot signal, an expanding element which is used for expanding the first channel response and gaining a second channel response, and a channel estimation unit which is used for carrying out the channel estimation by the second channel response and the first channel response. The device and the method carry out the channel estimation by the second channel response and the first channel response, increase the density of the initial channel estimation, and improve the performance of channel estimation, thus improving the demodulation performance of the whole system.

Description

A kind of channel estimation methods and device
Technical field
The present invention relates to a kind of communication technology, relate in particular to a kind of channel estimation methods and device.
Background technology
Since nineteen nineties, multi-transceiver technology becomes the hot spot technology of broadband wireless communications.Wherein use the most representative system of this technology for adopting OFDM (Othogonal Frequency DivisionMultiplex, OFDM) WiMAX of technology (Worldwide Interoperability forMicrowave Access, micro-wave access to global intercommunication) system.In multi-transceiver technology, a bandwidth carrier is divided into a plurality of subcarriers, and on a plurality of subcarriers, transmits data simultaneously.In the middle of the system applies of majority, because the width of subcarrier is less than the coherence bandwidth of channel, and the decline on each subcarrier on the frequency-selective channel is flat fading, thereby just reduced intersymbol interference, and do not need complicated channel equalization, be fit to the transmission of high-speed data.At receiving terminal, before the coherent demodulation of carrying out OFDM, at first need channel is estimated and followed the tracks of, generally can adopt channel estimation methods based on supplementary.
Channel estimation methods based on supplementary is to insert some known pilot signal or training sequences in some fixed position of transmitting terminal signal, utilizes these pilot signals or training sequence to carry out channel estimating according to certain algorithm at receiving terminal.
In the WiMax system, can adopt pectination to the design of pilot signal at present, Fig. 1 shows the pilot symbol structure (2 antenna) under PUSC in the WiMAX system (mapping of the parton carrier wave) pattern.Under similar this pilot configuration, as shown in Figure 2, the channel estimating apparatus of receiving terminal comprises: receive pilot signal and obtain unit, reference pilot signal acquisition unit, pilot signal estimation unit and channel estimating unit, received signal is through behind the channel estimating apparatus, can obtain channel response, the channel response that obtains according to described channel estimating apparatus carries out equilibrium to received signal then, with the received signal that obtains to estimate.Describe each component units of channel estimating apparatus below in detail.
Receive pilot signal and obtain the unit, be used for obtaining to receive pilot signal from received signal R (K).
Reference pilot signal obtains the unit, is used to obtain reference pilot signal.
The pilot channel estimation unit is used to estimate the channel response of pilot (pilot tone) position, and the channel response of pilot frequency locations is:
Figure A200710182007D00051
L ', k ' are the frequency domain and the time-domain position of pilot sub-carrier, R L ', k 'The received signal of representing the individual symbol of l ', the individual sub-carrier positions of k ', S L ', k 'Represent the individual symbol of l ', the known reference pilot signal of the individual sub-carrier positions of k ', H L ', k 'The ideal frequency domain channel response of representing the individual symbol of l ', the individual sub-carrier positions of k ', N L ', k 'The Gaussian noise signal of representing the individual symbol of l ', the individual sub-carrier positions of k ', pilot are represented the set of all pilot signals.
Channel estimating unit: the pilot channel response of utilizing the pilot channel estimation unit to obtain is carried out channel estimating, as, by the time-frequency two-dimensional interpolation, can estimate any time-frequency position (l, the domain channel response of k) locating:
Figure A200710182007D00052
Data represents the data symbol set.
Represent the domain channel response that the estimation of l symbol, a k sub-carrier positions obtains, (l, k) ∈ data represents position distribution the to be estimated time-frequency position at whole data symbol,
( l ′ , k ′ ) ∈ Γ k , l ⊆ pilot Expression part and the pilot resources for the treatment of estimated position channel response adjacent (relevant), w L ', k ', l, kBe the weight coefficient of two-dimentional Weiner filter,
In realizing process of the present invention, the inventor finds that there are the following problems at least in the prior art: in channel estimating unit, only utilize the locational pilot channel response of original pilots, obtain the locational channel response of all time-frequencies, the channel estimating performance of this channel estimation methods is undesirable, thereby the demodulation performance of whole system is relatively poor.
Summary of the invention
Embodiments of the invention provide a kind of channel estimation methods and device, can improve channel estimated accuracy, thereby improve the demodulation performance of whole system.
Embodiments of the invention provide a kind of channel estimating apparatus, comprise that receiving pilot signal obtains unit, reference pilot signal acquisition unit, pilot channel estimation unit, expanding element, channel estimating unit,
Described reception pilot signal obtains the unit, is used for obtaining from received signal the reception pilot signal of original pilots position;
Described reference pilot signal obtains the unit, is used to obtain reference pilot signal;
Described pilot channel estimation unit is used for estimating first channel response according to described reception pilot signal and reference pilot signal;
Described expanding element is used for first channel response is expanded, and obtains the second channel response;
Described channel estimating unit is used to utilize the described second channel response and first channel response to carry out channel estimating.
A kind of channel estimation methods comprises:
From received signal, obtain the reception pilot signal of original pilots position;
Obtain reference pilot signal;
Estimate first channel response according to described reception pilot signal and reference pilot signal;
First channel response is expanded, obtained the second channel response;
Utilize the described second channel response and first channel response to carry out channel estimating.
A kind of channel estimation methods, before obtaining the needed initial estimation of channel estimating interpolation, the pilot tone that system is sent is expanded earlier.
According to the embodiment of the invention, carry out channel estimating by the second channel response and first channel response, increased the density of initial channel estimation, improve performance for estimating channel, thereby improved the demodulation performance of whole system.
Description of drawings
Fig. 1 shows in the prior art pilot symbol structure under the PUSC pattern in the WiMAX system;
Fig. 2 shows channel estimating apparatus in the prior art;
Fig. 3 shows the pilot symbol structure of the embodiment of the invention one;
Fig. 4 shows the channel estimating apparatus of the embodiment of the invention one;
Fig. 5 shows the pilot configuration of the expansion front and back of the embodiment of the invention one;
Fig. 6 shows the pilot configuration of embodiment of the invention single antenna;
Fig. 7 shows the channel estimation methods of the embodiment of the invention two;
Fig. 8 shows the pilot configuration after the expansion of embodiment of the invention pilot configuration shown in Figure 6;
Fig. 9 shows the simulation result of signal to noise ratio-Block Error Rate of the employing two dimension Wiener filtering interpolation method of the embodiment of the invention two;
The employing that Figure 10 shows the embodiment of the invention two strengthens the simulation result of the signal to noise ratio-Block Error Rate of least square interpolation method.
Embodiment
Understand and realization the present invention the existing embodiments of the invention of describing in conjunction with the accompanying drawings for the ease of persons skilled in the art.
Embodiment one
As shown in Figure 3, suppose that now there are two transmit antennas in the WiMAX system, pilot configuration is a pectination, and is that time domain and/or frequency domain are staggered, and three kinds of signal: Pilot (pilot signal), Zero (spacing wave) and User data (user data signal) are wherein arranged.
Present embodiment provides a kind of channel estimating apparatus.As shown in Figure 4, the channel estimating apparatus of present embodiment comprises that receiving pilot signal obtains unit, reference pilot signal acquisition unit, pilot channel estimation unit, expanding element, channel estimating unit.Describe each unit of channel estimating apparatus below in detail.
Receive pilot signal and obtain the unit, be used for obtaining the reception pilot signal of original pilots position from received signal
Figure A200710182007D00071
Reference pilot signal obtains the unit, is used to obtain reference pilot signal
Figure A200710182007D00072
The pilot channel estimation unit is used for the estimating pilot frequency channel response, and method of estimation is as follows: by the pilot signal of original pilot frequency locations in the received signal
Figure A200710182007D00073
With this pilot frequency locations corresponding reference pilot signal
Figure A200710182007D00074
Utilize formula (3) to estimate that the channel response of original pilots position (describe for convenient, the channel response of original pilots position is also referred to as first channel response) is:
Figure A200710182007D00081
Wherein, l o', k o' be the frequency domain and the time-domain position of original pilots subcarrier,
Figure A200710182007D00082
Represent l o' individual symbol, k oThe received signal of ' individual sub-carrier positions,
Figure A200710182007D00083
Represent l o' individual symbol, k oThe known reference pilot signal of ' individual sub-carrier positions,
Figure A200710182007D00084
Represent l o' individual symbol, k oThe ideal frequency domain channel response of ' individual sub-carrier positions,
Figure A200710182007D00085
Represent l o' individual symbol, k oThe Gaussian noise signal of ' individual sub-carrier positions, pilot represents the set of original pilots.
Expanding element is used for first channel response is expanded, and can obtain spread pilot channel response (describe for convenient, the spread pilot channel response is also referred to as the second channel response) as shown in Figure 5.Described expanding element can be specially the time-frequency expanding element, and described time-frequency expanding element is used in time domain and/or frequency domain first channel response being expanded, to get the second channel response.The method of expansion can be to utilize linear interpolation method or non-linear interpolation method, for example, when extended method is the method f of simple time domain interpolation, has
Figure A200710182007D00086
Wherein, l ', k ' is the frequency domain and the time-domain position of expansion original pilots, Epilot is the pilot set of expansion.
Channel estimating unit utilizes the described second channel response and first channel response to carry out channel estimating.Described channel estimating unit can be specially the time-frequency channel estimating unit, described time-frequency channel estimating unit, be used for according to the described second channel response and first channel response, utilize the time-frequency two-dimensional interpolating method to carry out channel estimating, can estimate any time-frequency position (l, the domain channel response of k) locating:
Data represents the data symbol set.
Because expanding element is expanded first channel response, has increased the second channel response, therefore, has increased the density of initial channel response when channel estimating, thereby when estimating the channel response of any time-frequency position, can increase channel estimating performance.
Embodiment two
Present embodiment provides a kind of channel estimation methods, as shown in Figure 3, supposes that the WiMAX system still adopts double antenna, and pilot configuration is a pectination, frequency pilot sign to be distributed as time domain and/or frequency domain staggered.Describe the channel estimation methods of present embodiment below with reference to Fig. 7, described method comprises step:
Step 71, from received signal, obtain the reception pilot signal of original pilots position.
Step 72, acquisition reference pilot signal.
Step 73, estimate first channel response according to described reception pilot signal and reference pilot signal.
Step 74, first channel response is expanded, can be obtained the second channel response; After first channel response was expanded, pilot distribution as shown in Figure 5.
Can expand first channel response in time domain and/or frequency domain, the method for expansion can be to utilize linear interpolation method or non-linear interpolation method.
The method of extended channel response under the double antenna situation has been described in embodiment one and present embodiment.The embodiment of the invention is fit to single antenna equally, reaches other many antennas (more than or equal to 3 antennas) situation the extended method of first channel response.Fig. 6 shows the pilot configuration under the single-antenna case; Fig. 8 shows the pilot configuration after the expansion of pilot configuration shown in Figure 6.
Step 75, utilize the response of described second channel and first channel response, utilize the time-frequency two-dimensional interpolating method to carry out channel estimating.Described time-frequency two-dimensional interpolating method comprises two-dimentional Wei Na (Wiener) filtering interpolation method and strengthens the least square interpolation method.Introduce this two kinds of methods below respectively.
1, TWO DIMENSIONAL WIENER filtering interpolation method
Any time-frequency position (l, the domain channel response of k) locating:
Figure A200710182007D00091
Data represents the data symbol set.
In formula (A-1), (l ', k ') ∈ Γ L, kBe illustrated in actual estimated
Figure A200710182007D00092
The time estimation region in all pilot resources set.In order to reduce complexity, estimation region can only utilize part and the pilot resources for the treatment of that the estimated position channel response is adjacent or relevant, at this moment less than the data area (set of several continuous subchannel time slots) of descending symbol ( l ′ , k ′ ) ∈ Γ l , k ⊆ pilot , The coefficient number of estimation filter also is ‖ Γ simultaneously K, l‖.w L ', k ', l, kWeight coefficient for two-dimentional Weiner filter.Estimating w L ', k ', l, kThe time follow MMSE criterion, i.e. mean square deviation of Gu Jiing
Figure A200710182007D00101
Minimum, then
By orthogonality principle (projection theorem) as can be known:
Figure A200710182007D00102
Formula (A-1) substitution (A-2) is then had
Figure A200710182007D00103
The definition cross-correlation function
Figure A200710182007D00104
The definition auto-correlation function
Figure A200710182007D00105
With (4) substitution (A-5), and can get according to (A-4)
Figure A200710182007D00106
Wherein E (| S L ', k '| 2) the frequency pilot sign S that sends of expression L ', k 'Average energy.
So when we obtain the cross-correlation function of channel and the signal to noise ratio of frequency pilot sign by channel statistic property After, just can be very according to formula (A-3) and (A-6) estimate filter factor w L ', k ', l, k,
w l , k T = θ l , k T Φ - 1 , - - - ( A - 7 )
Carry out channel estimating according to the second channel response and first channel response, when channel estimating, increased the density of initial channel response, can improve performance for estimating channel.When moving velocity of terminal is 30 kilometers/hour, when adopting the second channel response shown in Figure 8 and first channel response to carry out channel estimating, can obtain the simulation result of signal to noise ratio-Block Error Rate as shown in Figure 9.Wherein the modulation system of system's employing is 64QAM, and coded system is 1/2CTC.
By analogous diagram shown in Figure 9 as can be seen, when adopting the second channel response and first channel response to carry out channel estimating, can reach about 2dB the performance improvement of modulating.
2, strengthen the least square interpolation method
The interpolation channel estimation methods that strengthens least square (LSE) is described below.Suppose:
OFDM symbol fft_size=N;
The subcarrier number of wherein carrying data is M, M<N;
The pilot tone number that uniformly-spaced is inserted with in OFDM symbol is S, S<M;
The time domain extension length of channel is L, L<<N;
The channel time domain response can be expressed as vectorial h (L * 1).
Step1: at first calculate following time-frequency conversion matrix:
1. (the FFT transformation matrix W of N * N)
W = w 0,0 w 0,1 · · · w 0 , N - 1 w 1,0 w 1,1 · · · w 1 , N - 1 · · · · · · w N - 1,0 w N - 1,1 · · · w N - 1 , N - 1 - - - ( B - 1 )
w n , m = exp ( - j 2 π N nm )
n,m∈[0,1,2...N-1]
2. (the transformation matrix of M * L)
Figure A200710182007D00113
Figure A200710182007D00114
3. (the transformation matrix W of S * L)
Figure A200710182007D00121
Step2: pilot tone is carried out initial estimation:
The method of initial estimation estimates that for time domain LS strengthens this method of estimation can reduce the noise component(s) in the pilot tone initial estimate.
For the individual OFDM symbol of l ', the initial estimate that is obtained pilot frequency locations by formula (B-2) constitutes vector
Figure A200710182007D00122
Figure A200710182007D00123
Then, have according to the LS algorithm
Figure A200710182007D00124
Figure A200710182007D00125
Step3: frequency domain interpolation
Utilize transformation matrix
Figure A200710182007D00126
Carry out frequency domain interpolation, obtain being inserted with the channel frequency domain response on the subcarrier of all beared informations in the OFDM symbol of pilot tone.
Figure A200710182007D00127
Carry out channel estimating according to the second channel response and first channel response, when channel estimating, increased the density of initial channel response, can improve performance for estimating channel.When moving velocity of terminal is 30 kilometers/hour, when adopting the second channel response shown in Figure 8 and first channel response to carry out channel estimating, can obtain the simulation result of signal to noise ratio one Block Error Rate as shown in figure 10.Wherein the modulation system of system's employing is QPSK, and coded system is 1/2CTC.By simulation result shown in Figure 10 as can be seen, under the QPSK modulation system, this improvement algorithm has the gain about 0.5dB.
Further, by Fig. 9 and Figure 10 as can be seen, the channel estimation methods of the embodiment of the invention all can improve performance for estimating channel at the algorithms of different of channel estimating, the not modulation system of system.
According to the embodiment of the invention, carry out channel estimating by the second channel response and first channel response, when channel estimating, increase the density of initial channel response, thereby improved performance for estimating channel.
Though described the present invention by embodiment, those of ordinary skills know, without departing from the spirit and substance in the present invention, just can make the present invention that many distortion and variation are arranged, and scope of the present invention is limited to the appended claims.

Claims (11)

1、一种信道估计装置,其特征在于,包括接收导频信号获得单元、参考导频信号获得单元、导频信道估计单元、扩展单元、信道估计单元,1. A channel estimation device, characterized in that it comprises a receiving pilot signal obtaining unit, a reference pilot signal obtaining unit, a pilot channel estimation unit, an extension unit, and a channel estimation unit, 所述接收导频信号获得单元,用于从接收信号中获得原始导频位置的接收导频信号;The received pilot signal obtaining unit is used to obtain the received pilot signal of the original pilot position from the received signal; 所述参考导频信号获得单元,用于获得参考导频信号;The reference pilot signal obtaining unit is configured to obtain a reference pilot signal; 所述导频信道估计单元,用于根据所述接收导频信号和参考导频信号估计第一信道响应;The pilot channel estimation unit is configured to estimate a first channel response according to the received pilot signal and the reference pilot signal; 所述扩展单元,用于对第一信道响应进行扩展,获得第二信道响应;The extension unit is configured to extend the first channel response to obtain a second channel response; 所述信道估计单元,用于利用所述第二信道响应和第一信道响应进行信道估计。The channel estimation unit is configured to perform channel estimation by using the second channel response and the first channel response. 2、根据权利要求1所述信道估计装置,其特征在于,所述扩展单元具体为时频扩展单元,所述时频扩展单元,用于在时域和/或频域,利用线性插值方法或非线性插值方法对第一信道响应进行扩展,获得第二信道响应。2. The channel estimation device according to claim 1, wherein the extension unit is specifically a time-frequency extension unit, and the time-frequency extension unit is configured to use a linear interpolation method or The nonlinear interpolation method extends the first channel response to obtain the second channel response. 3、根据权利要求1或2所述信道估计装置,其特征在于,所述信道估计单元具体为时频信道估计单元,所述时频信道估计单元,用于根据所述第二信道响应和第一信道响应,利用时频二维内插方法进行信道估计。3. The channel estimation device according to claim 1 or 2, characterized in that the channel estimation unit is specifically a time-frequency channel estimation unit, and the time-frequency channel estimation unit is configured to use the second channel response and the first A channel response, using a time-frequency two-dimensional interpolation method for channel estimation. 4、一种信道估计方法,其特征在于,包括:4. A channel estimation method, characterized in that, comprising: 从接收信号中获得原始导频位置的接收导频信号;obtaining a received pilot signal at an original pilot position from the received signal; 获得参考导频信号;Obtain a reference pilot signal; 根据所述接收导频信号和参考导频信号估计第一信道响应;estimating a first channel response based on the received pilot signal and the reference pilot signal; 对第一信道响应进行扩展,获得第二信道响应;Extending the first channel response to obtain a second channel response; 利用所述第二信道响应和第一信道响应进行信道估计。Perform channel estimation by using the second channel response and the first channel response. 5、根据权利要求4所述的方法,其特征在于,所述利用第二信道响应和第一信道响应进行信道估计具体为:利用所述第二信道响应和第一信道响应,采用时频二维内插方法进行信道估计。5. The method according to claim 4, wherein the channel estimation using the second channel response and the first channel response is specifically: using the second channel response and the first channel response, using time-frequency two dimensional interpolation method for channel estimation. 6、根据权利要求5所述的方法,其特征在于,所述时频二维内插方法包括二维维纳滤波插值法和增强最小二乘插值法。6. The method according to claim 5, wherein the time-frequency two-dimensional interpolation method includes two-dimensional Wiener filter interpolation method and enhanced least squares interpolation method. 7、根据权利要求4所述的方法,其特征在于,所述对第一信道响应进行扩展包括:利用线性插值方法或非线性插值方法对第一信道响应进行扩展。7. The method according to claim 4, wherein said extending the first channel response comprises: extending the first channel response by using a linear interpolation method or a nonlinear interpolation method. 8、根据权利要求4所述的方法,其特征在于,所述对第一信道响应进行扩展包括:在时域和/或频域对第一信道响应进行扩展。8. The method according to claim 4, wherein said extending the first channel response comprises: extending the first channel response in time domain and/or frequency domain. 9、根据权利要求4至8任一项所述的方法,其特征在于,所述接收导频信号对应的导频符号的分布为时域和/或频域交错。9. The method according to any one of claims 4 to 8, characterized in that the distribution of the pilot symbols corresponding to the received pilot signal is interleaved in time domain and/or frequency domain. 10、一种信道估计方法,其特征在于,在得到信道估计插值所需要的初始估计前,先对系统发送的导频进行扩展。10. A channel estimation method, characterized in that, before obtaining the initial estimate required for channel estimation interpolation, the pilot frequency sent by the system is extended. 11、根据权利要求10所述的方法,其特征在于,所述对导频进行扩展可选择在时域或频域进行扩展。11. The method according to claim 10, characterized in that the spreading of the pilot can be selected in time domain or frequency domain.
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CN102232285A (en) * 2009-12-30 2011-11-02 联发科技股份有限公司 Measurement and carrier group-based optimization in wireless OFDM multi-carrier communication systems
WO2011130994A1 (en) * 2010-04-23 2011-10-27 中兴通讯股份有限公司 Multi-user channel estimation method and device
CN102238110A (en) * 2010-04-23 2011-11-09 中兴通讯股份有限公司 Multi-user channel estimation method and device
CN102238110B (en) * 2010-04-23 2014-07-16 中兴通讯股份有限公司 Multi-user channel estimation method and device
CN102035767B (en) * 2010-12-10 2013-10-09 华为技术有限公司 Channel estimation method and device
CN102035767A (en) * 2010-12-10 2011-04-27 华为技术有限公司 Channel estimation method and device
US8787508B2 (en) 2010-12-10 2014-07-22 Huawei Technologies Co., Ltd. Channel estimation method and apparatus
WO2013078995A1 (en) * 2011-11-29 2013-06-06 华为技术有限公司 Downlink channel estimation method and system, and mobile terminal
US9210003B2 (en) 2011-11-29 2015-12-08 Huawei Technologies Co., Ltd. Downlink channel estimation method, system, and mobile terminal
CN102404258A (en) * 2011-11-29 2012-04-04 华为技术有限公司 Method, system and mobile terminal for estimating downstream channels
CN102404258B (en) * 2011-11-29 2014-07-09 华为技术有限公司 Method, system and mobile terminal for estimating downstream channels
WO2014079370A1 (en) * 2012-11-21 2014-05-30 电信科学技术研究院 Channel estimation method and device
US9374247B2 (en) 2012-11-21 2016-06-21 China Academy Of Telecommunications Technology Channel estimation method and device
CN103905365B (en) * 2014-03-10 2015-09-30 哈尔滨工程大学 A kind of low intercepting and capturing underwater images method based on time-frequency expansion
CN103905365A (en) * 2014-03-10 2014-07-02 哈尔滨工程大学 Low-interception water sound remote control method based on time frequency expansion
CN105847197A (en) * 2015-01-16 2016-08-10 中兴通讯股份有限公司 Method and device for obtaining sending signals
CN105847197B (en) * 2015-01-16 2020-03-17 中兴通讯股份有限公司 Method and device for acquiring sending signal
CN105991200A (en) * 2015-01-28 2016-10-05 深圳市中兴微电子技术有限公司 Method and device for channel estimation
CN105991200B (en) * 2015-01-28 2019-02-05 深圳市中兴微电子技术有限公司 A method and device for realizing channel estimation
CN112087798A (en) * 2019-06-14 2020-12-15 普天信息技术有限公司 A downlink two-antenna pilot transmission method and device for a power communication network
CN114629750A (en) * 2020-12-10 2022-06-14 宸芯科技有限公司 Enhanced method, apparatus, device and medium for channel estimation

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Application publication date: 20090422