CN102904845A - Channel estimation method and device for orthogonal frequency division multiplexing (OFDM) system - Google Patents

Channel estimation method and device for orthogonal frequency division multiplexing (OFDM) system Download PDF

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CN102904845A
CN102904845A CN2012104263312A CN201210426331A CN102904845A CN 102904845 A CN102904845 A CN 102904845A CN 2012104263312 A CN2012104263312 A CN 2012104263312A CN 201210426331 A CN201210426331 A CN 201210426331A CN 102904845 A CN102904845 A CN 102904845A
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channel
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pilot signal
ofdm
constant matrices
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CN102904845B (en
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聂宏
金海鹏
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Tailing Microelectronics (Shanghai) Co.,Ltd.
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Micro Electronics (shanghai) Co Ltd
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Abstract

The invention relates to the field of wireless communication, and discloses a channel estimation method and a channel estimation device for an orthogonal frequency division multiplexing (OFDM) system. According to P subcarriers included in pilot signals, an OFDM signal matrix XP transmitted by a transmitting end and a P*L constant matrix WP are generated; and minimum mean-square error estimation of a channel is calculated in a time domain, and channel estimation of all the subcarriers is also calculated in a frequency domain. Therefore, the channel characteristics of all the subcarriers can be estimated without interpolation when the pilot signals only contain partial subcarriers in channel estimation, and thus the complexity of the system is simplified.

Description

Channel estimation methods in the orthogonal frequency division multiplex OFDM system and device
Technical field
The present invention relates to wireless communication field, particularly the channel estimation methods in the orthogonal frequency division multiplex OFDM system and device.
Background technology
The orthogonal frequency division multiplex OFDM technology has the advantages such as spectral efficient, anti-multipath effect, is therefore adopted by various wireless standard, such as IEEE 802.11a, 802.16, ETSI HIPERLAN/2 and digital video broadcasting (DVB).Adopt the ofdm system of qam mode to have higher data transfer rate and spectrum efficiency, but must adopt simultaneously coherent demodulation technology to realize the reception of ofdm signal, this just need to carry out parameter Estimation and tracking to wireless channel.The channel that channel estimating in ofdm system relates on each subcarrier in frequency domain and OFDM symbol in time changes.And pilot channel and reference symbol are sparsely launched on time and frequency.Must utilize the channel statistical on time and the frequency and estimate channel in every other position at the channel that pilot frequency locations obtains.
In frequency domain, can be with the ofdm signal Z=[Z that receives 0, Z 1..., Z N-1] TBe expressed as:
Z = X H ~ + n = XW h ~ + n , - - - ( 1 )
Wherein, the ofdm signal X of transmission is a diagonal matrix, { X 0, X 1..., X N-1It is the diagonal element of diagonal matrix.W is a constant matrices as shown in Equation (2):
W = 1 1 1 · · · 1 1 e - j 2 π N e - j 4 π N · · · e - j 2 π ( N - 1 ) N 1 e - j 4 π N e - j 8 π N · · · e - j 2 π 2 ( N - 1 ) N · · · · · · · · · · · · · · · 1 e - j 2 π ( N - 1 ) N e - j 2 π 2 ( N - 1 ) N · · · e - j 2 π ( N - 1 ) 2 N . - - - ( 2 )
A mistake! Do not find Reference source.The channel dispersion pulse excitation response that the sampling of channel continuous impulse exciter response is obtained:
Figure BDA00002337325500021
A mistake! Do not find Reference source.(3)
A mistake! Do not find Reference source.In before ε zero represent OFDM frame synchronization error, N cThe length of channel dispersion pulse excitation response, ε+N c+ r=N.Each subcarrier amplitude that channel causes and the distortion of phase place are mistakes in frequency domain! Do not find Reference source.Fourier transform be:
A mistake! Do not find Reference source.(4)
To mistake! Do not find Reference source.Carrying out least square (Least Square is called for short " LS ") estimates:
H ~ LS = [ Z 0 X 0 , Z 1 X 1 , · · · , Z N - 1 X N - 1 ] . - - - ( 5 )
But there are two subject matters in least-squares estimation; At first, it is subject to noise jamming, and estimated accuracy is lower; Secondly, when pilot signal does not comprise some subcarrier, when namely some diagonal element of X is zero, can't obtain from following formula the mistake of corresponding subcarrier! Do not find Reference source.Value.In order to obtain the channel estimating of these subcarriers, need to carry out interpolation to the result that other sub-carrier channels is estimated.Interpolation calculation has not only increased the precision that system complexity has also reduced channel estimating.
Existing least mean-square error (MMSE) channel estimation technique is mainly based on following formula:
A mistake! Do not find Reference source. H ~ MMSE = WE [ h ~ Z H ] ( E [ ZZ H ] ) - 1 Z
(6)
A mistake! Do not find Reference source. E [ h ~ Z H = E [ h ~ h ~ H ] W H X H
(7)
A mistake! Do not find Reference source. E [ ZZ H ] = XWE [ h ~ h ~ H ] W H X H + σ 2 I N
(8)
In following formula () -1Represent matrix inversion, () HRepresent conjugate transpose, σ 2It is noise power.Mainly there are three problems in this channel estimation technique: the first, do not consider the channel estimating when pilot signal does not comprise some subcarrier; The second, need to know in advance mistake! Do not find Reference source.Value, but in practice, mistake! Do not find Reference source.Value change with the variation of channel and OFDM frame synchronization error, make this algorithm be difficult to use in practice; The 3rd, do not take full advantage of N cThis characteristic of<N goes to improve the precision of least mean-square error channel estimating.
Summary of the invention
The object of the present invention is to provide channel estimation methods and device in a kind of orthogonal frequency division multiplex OFDM system, so that channel estimating also need not the channel characteristics that interpolation can be estimated all subcarriers when pilot signal only comprises the parton carrier wave, thereby simplified system complexity.
For solving the problems of the technologies described above, embodiments of the present invention provide the channel estimation methods in a kind of orthogonal frequency division multiplex OFDM system, comprise following steps:
Receive pilot signal, wherein, described pilot signal comprises P subcarrier, and P is less than or equal to N, and N is the total number of sub-carriers of pilot signal;
According to the pilot signal of described reception, produce the ofdm signal matrix X that transmitting terminal sends PWherein, described X PThe diagonal matrix of a P * P, { X 0, X 1..., X P-1It is the diagonal element of described diagonal matrix;
According to P subcarrier of described pilot signal, the constant matrices W of structure P * L PWherein, described L is maximum channel length N CmaxWith maximum OFDM frame synchronization error ε MaxSum;
According to described X PWith described W P, in time-domain calculating the least mean-square error of channel is estimated
Figure BDA00002337325500032
According to described
Figure BDA00002337325500033
Calculate the channel estimating of all subcarriers in frequency domain
Figure BDA00002337325500034
Embodiments of the present invention also provide the channel estimating apparatus in a kind of orthogonal frequency division multiplex OFDM system, comprise:
Receiver module is used for receiving pilot signal, and wherein, described pilot signal comprises P subcarrier, and P is less than or equal to N, and N is the total number of sub-carriers of pilot signal;
The transmitted signal generation module is used for the pilot signal according to described reception, produces the ofdm signal matrix X that transmitting terminal sends PWherein, described X PThe diagonal matrix of a P * P, { X 0, X 1..., X P-1It is the diagonal element of described diagonal matrix;
The constant matrices constructing module is used for P subcarrier according to described pilot signal, the constant matrices W of structure P * L PWherein, described L is maximum channel length N CmaxWith maximum OFDM frame synchronization error ε MaxSum;
The time-domain computing module is used for according to described X PWith described W P, in time-domain calculating the least mean-square error of channel is estimated
Figure BDA00002337325500041
The frequency domain computing module is used for according to described Calculate the channel estimating of all subcarriers in frequency domain
Figure BDA00002337325500043
Embodiment of the present invention in terms of existing technologies, P the subcarrier that comprises according to pilot signal produces the ofdm signal matrix X that transmitting terminal sends PAnd the constant matrices W of P * L P, and the least mean-square error estimation of calculating channel in time-domain
Figure BDA00002337325500044
And then calculate the channel estimating of all subcarriers in frequency domain So that channel estimating of the present invention also need not the channel characteristics that interpolation can be estimated all subcarriers when pilot signal only comprises the parton carrier wave, thereby simplified system complexity.
In addition, described in calculating
Figure BDA00002337325500046
The time, first with described
Figure BDA00002337325500047
Value be set to
Figure BDA00002337325500048
Wherein, described I LBe unit matrix; Again with described X PW PBy the following formula diagonalization:
X PW P=U PS PV P
Wherein, U PAnd V PUnit matrix, S PIt is diagonal matrix.
By inciting somebody to action
Figure BDA00002337325500051
Be set to fixed value, can need not to know in advance
Figure BDA00002337325500052
Changing value with channel and OFDM frame synchronization error change can carry out channel estimating; And with X PW PDiagonalization, can with Calculating formula in matrix inversion operation be reduced to the asking down of diagonal element of diagonal matrix, avoided matrix inversion operation, further simplified system complexity.
Description of drawings
Fig. 1 is the flow chart according to the channel estimation methods in the orthogonal frequency division multiplex OFDM system of first embodiment of the invention;
Fig. 2 is the flow chart according to the channel estimation methods in the orthogonal frequency division multiplex OFDM system of second embodiment of the invention;
Fig. 3 is the structural representation according to the channel estimating apparatus in the orthogonal frequency division multiplex OFDM system of third embodiment of the invention.
Embodiment
For making the purpose, technical solutions and advantages of the present invention clearer, below in conjunction with accompanying drawing the embodiments of the present invention are explained in detail.Yet, persons of ordinary skill in the art may appreciate that in each execution mode of the present invention, in order to make the reader understand the application better many ins and outs have been proposed.But, even without these ins and outs with based on many variations and the modification of following each execution mode, also can realize each claim of the application technical scheme required for protection.
The first execution mode of the present invention relates to the channel estimation methods in a kind of orthogonal frequency division multiplex OFDM system, when the method does not comprise some subcarrier in pilot signal, need not the channel characteristics that interpolation can be estimated all subcarriers.Below include only P subcarrier with pilot signal, wherein, P is less than or equal to N, N is that the total number of sub-carriers of pilot signal is that example illustrates present embodiment, flow process as shown in Figure 1, concrete steps are as follows:
Step 101 receives pilot signal;
Step 102 according to the pilot signal that receives, produces the ofdm signal matrix X that transmitting terminal sends PWherein, X PThe diagonal matrix of a P * P, { X 0, X 1..., X P-1It is the diagonal element of diagonal matrix;
Because pilot signal only comprises P subcarrier, and receiving terminal is known the pilot signal that transmitting terminal can send in advance, therefore only need to receive pilot signal, and definite subcarrier, can be easy to determine transmitted signal.
Step 103, according to P subcarrier of pilot signal, the constant matrices W of structure P * L PWherein, L is maximum channel length N CmaxWith maximum OFDM frame synchronization error ε MaxSum;
Specifically, be formula 2 from the constant matrices W(of N * N) to get P the corresponding P of subcarrier capable, get the matrix that the capable front L row of P form a P * L, obtain W P
Step 104 is according to X PAnd W P, in time-domain calculating the least mean-square error of channel is estimated
Figure BDA00002337325500061
According to step 102 and 103 X that produce PAnd W P, in frequency domain, can be with the ofdm signal Z that receives PBe expressed as:
Z P = X P H ~ P + n P = X P W P h ~ L + n P , - - - ( 9 )
Wherein, the ofdm signal Z of reception PA column vector that has P element, the noise signal n of reception PIt also is a column vector that has P element.Because maximum channel length N CmaxWith maximum OFDM frame synchronization error ε MaxSum is L, therefore,
Figure BDA00002337325500063
Rear N-L element be zero entirely, L element before only needing to estimate, namely
Figure BDA00002337325500064
From formula 6,7 and 9, can obtain:
E [ h ~ L Z P H ] = E [ h ~ L h ~ L H ] W P H X P H - - - ( 10 )
E [ Z P Z P H ] = X P W P E [ h ~ L h ~ L H ] W P H X P H + σ 2 I P - - - ( 11 )
Therefore, in time-domain the least mean-square error of channel is estimated and can be calculated by formula 12:
h ~ MMSE = E [ h ~ L h ~ L H ] W P H X P H { X P W P E [ h ~ L h ~ L H ] W P H X P H + σ 2 I P } - 1 Z P
Step 105, according to
Figure BDA00002337325500072
Calculate the channel estimating of all subcarriers in frequency domain
Figure BDA00002337325500073
Can calculate by following formula:
H ~ MMSE = W L h ~ MMSE - - - ( 13 )
W in the following formula LBy the front L row of the constant matrices W that gets formula 2 defined N * N the constant matrices of a N * L of formation.
Compared with prior art, P the subcarrier that present embodiment comprises according to pilot signal produces the ofdm signal matrix X that transmitting terminal sends PAnd the constant matrices W of P * L P, and the least mean-square error estimation of calculating channel in time-domain And then calculate the channel estimating of all subcarriers in frequency domain
Figure BDA00002337325500076
So that channel estimating of the present invention also need not the channel characteristics that interpolation can be estimated all subcarriers when pilot signal only comprises the parton carrier wave, thereby simplified system complexity.
The second execution mode of the present invention relates to the channel estimation methods in a kind of orthogonal frequency division multiplex OFDM system.The second execution mode has been done further improvement on the first execution mode basis, and main improvements are: in second embodiment of the invention, in time-domain calculating the least mean-square error of channel is estimated The time, will
Figure BDA00002337325500078
Value be set as fixed value, and with X PW PDiagonalization is so that calculating
Figure BDA00002337325500079
In time, not only need not to know in advance
Figure BDA000023373255000710
Changing value with channel and OFDM frame synchronization error change can carry out channel estimating, and has avoided matrix inversion operation, has simplified system complexity.
See also Fig. 2, calculating
Figure BDA000023373255000711
Before, step 201 produces the ofdm signal matrix X that transmitting terminal sends in 203 PWith the step 101 of the constant matrices WP of P * L and the first execution mode to 103 consistent, do not repeat them here.
Step 204 to 205 in, to calculating
Figure BDA000023373255000712
Formula carry out some simplification:
Step 204 will Value be set to
Figure BDA000023373255000714
Wherein, I LBe unit matrix.Specifically, because Value change with the variation of channel and OFDM frame synchronization error, be difficult to know in advance.Without any about The situation of priori under, suppose that signal energy is evenly distributed in
Figure BDA00002337325500082
L element on be common Robust estimation method, so the present invention used following Robust estimation, will
Figure BDA00002337325500083
Value be fixed as:
E [ h ~ L h ~ L H ] = 1 L I L . - - - ( 13 )
Accordingly, in time-domain the least mean-square error of channel is estimated and can be reduced to:
h ~ MMSE = W P H X P H { X P W P W P H X P H + L σ 2 I P } - 1 Z P - - - ( 14 )
In order to simplify system complexity, avoid matrix inversion operation, in step 205, with X PW PDiagonalization:
X PW P=U PS PV P。(15)
U in the following formula PAnd V PUnit matrix, S PIt is diagonal matrix.Therefore, in step 206, the least mean-square error of channel is estimated in time-domain calculating by following formula
Figure BDA00002337325500086
h ~ MMSE = V P H S P H { S P S P H + L σ 2 I P } - 1 U P H Z P . - - - ( 16 )
Because
Figure BDA00002337325500088
Be diagonal matrix, above-mentioned matrix inversion only needs its diagonal element is asked respectively reciprocal, thereby has avoided matrix inversion operation, has further simplified system complexity.
Next, basis in step 207
Figure BDA00002337325500089
Calculate the channel estimating of all subcarriers in frequency domain
Figure BDA000023373255000810
Similar with the step 105 of the first execution mode, do not repeat them here.
The step of top the whole bag of tricks is divided, and just in order to be described clearly, can to merge into a step during realization or some step is split, and is decomposed into a plurality of steps, as long as comprise identical logical relation, all in the protection range of this patent; To adding inessential modification in the algorithm or in the flow process or introduce inessential design, but the core design that does not change its algorithm and flow process is all in the protection range of this patent.
Third embodiment of the invention relates to the channel estimating apparatus in a kind of orthogonal frequency division multiplex OFDM system, as shown in Figure 3, comprises:
Receiver module is used for receiving pilot signal, and wherein, pilot signal comprises P subcarrier, and P is less than or equal to N, and N is the total number of sub-carriers of pilot signal.
The transmitted signal generation module is used for producing the ofdm signal matrix X that transmitting terminal sends according to the pilot signal that receives PWherein, X PThe diagonal matrix of a P * P, { X 0, X 1..., X P-1It is the diagonal element of diagonal matrix.
The constant matrices constructing module is used for P subcarrier according to pilot signal, the constant matrices W of structure P * L PWherein, L is maximum channel length N CmaxWith maximum OFDM frame synchronization error ε MaxSum; Specifically, the constant matrices constructing module is got P the corresponding P of subcarrier from the constant matrices W of N * N capable, gets the matrix that the capable front L row of P form a P * L, obtains WP.
The time-domain computing module is used for according to X PAnd W P, in time-domain calculating the least mean-square error of channel is estimated
Figure BDA00002337325500091
Specific formula for calculation is:
h ~ MMSE = E [ h ~ L h ~ L H ] W P H X P H { X P W P E [ h ~ L h ~ L H ] W P H X P H + σ 2 I P } - 1 Z P
Wherein,
Figure BDA00002337325500093
Front L element of channel dispersion pulse excitation response that channel continuous impulse exciter response sampling is obtained,
Figure BDA00002337325500094
Be Autocorrelation matrix; σ 2It is noise power; I PBe unit matrix;
Figure BDA00002337325500096
n PBe noise; Z PBe the ofdm signal that receives; () -1Represent matrix inversion, () HRepresent conjugate transpose.
The frequency domain computing module is used for basis
Figure BDA00002337325500097
Calculate the channel estimating of all subcarriers in frequency domain
Figure BDA00002337325500098
Specific formula for calculation is:
H ~ MMSE = W L h ~ MMSE
Wherein, W LBe listed as the constant matrices of formed N * L for the front L of the constant matrices W that gets N * N.
Be not difficult to find, present embodiment is the system embodiment corresponding with the first execution mode, present embodiment can with the enforcement of working in coordination of the first execution mode.The correlation technique details of mentioning in the first execution mode is still effective in the present embodiment, in order to reduce repetition, repeats no more here.Correspondingly, the correlation technique details of mentioning in the present embodiment also can be applicable in the first execution mode.
It is worth mentioning that, each involved in present embodiment module is logic module, and in actual applications, a logical block can be a physical location, also can be the part of a physical location, can also realize with the combination of a plurality of physical locations.In addition, for outstanding innovation part of the present invention, will not introduce not too close unit with solving technical problem relation proposed by the invention in the present embodiment, but this does not show the unit that does not have other in the present embodiment.
Four embodiment of the invention relates to the channel estimating apparatus in a kind of orthogonal frequency division multiplex OFDM system.The 4th execution mode has been done further improvement on the 3rd execution mode basis, and main improvements are: in four embodiment of the invention, the time-domain computing module calculates in time-domain to be estimated the least mean-square error of channel
Figure BDA00002337325500101
The time, will
Figure BDA00002337325500102
Value be set as fixed value, and with X PW PDiagonalization is so that calculating
Figure BDA00002337325500103
In time, not only need not to know in advance
Figure BDA00002337325500104
Changing value with channel and OFDM frame synchronization error change can carry out channel estimating, and has avoided matrix inversion operation, has simplified system complexity.
Specifically, the time-domain computing module also comprises auto-correlation submodule and diagonalization submodule, wherein, the auto-correlation submodule, being used for will
Figure BDA00002337325500105
Value be set to
Figure BDA00002337325500106
Wherein, I LBe unit matrix; The diagonalization submodule is used for X PW PBy the following formula diagonalization:
X PW P=U PS PV P
Wherein, U PAnd V PUnit matrix, S PIt is diagonal matrix.
Therefore,
Figure BDA00002337325500107
Can be expressed as:
h ~ MMSE = V P H S P H { S P S P H + L σ 2 I P } - 1 U P H Z P .
Because
Figure BDA00002337325500109
Be diagonal matrix, above-mentioned matrix inversion only needs its diagonal element is asked respectively reciprocal, thereby has avoided matrix inversion operation, has further simplified system complexity.
Because the second execution mode is mutually corresponding with present embodiment, thus present embodiment can with the enforcement of working in coordination of the second execution mode.The correlation technique details of mentioning in the second execution mode is still effective in the present embodiment, and the technique effect that can reach in the second execution mode can be realized in the present embodiment too, in order to reduce repetition, repeats no more here.Correspondingly, the correlation technique details of mentioning in the present embodiment also can be applicable in the second execution mode.
Persons of ordinary skill in the art may appreciate that the respective embodiments described above are to realize specific embodiments of the invention, and in actual applications, can do various changes to it in the form and details, and without departing from the spirit and scope of the present invention.

Claims (10)

1. the channel estimation methods in the orthogonal frequency division multiplex OFDM system is characterized in that, comprises following steps:
Receive pilot signal, wherein, described pilot signal comprises P subcarrier, and P is less than or equal to N, and N is the total number of sub-carriers of pilot signal;
According to the pilot signal of described reception, produce the ofdm signal matrix X that transmitting terminal sends PWherein, described X PThe diagonal matrix of a P * P, { X 0, X 1..., X P-1It is the diagonal element of described diagonal matrix;
According to P subcarrier of described pilot signal, the constant matrices W of structure P * L PWherein, described L is maximum channel length N CmaxWith maximum OFDM frame synchronization error ε MaxSum;
According to described X PWith described W P, calculate the least mean-square error of channel in time-domain and estimate
Figure FDA00002337325400011
According to described
Figure FDA00002337325400012
Calculate the channel estimating of all subcarriers in frequency domain
Figure FDA00002337325400013
2. the channel estimation methods in the ofdm system according to claim 1 is characterized in that, at described P subcarrier according to described pilot signal, and the constant matrices W of structure P * L PStep in, comprise following substep:
From the constant matrices W of N * N, get P the corresponding P of subcarrier capable, get the matrix that the capable front L row of described P form a P * L, obtain described W P
3. the channel estimation methods in the ofdm system according to claim 1 is characterized in that, described according to described X PWith described W P, in time-domain calculating the least mean-square error of channel is estimated
Figure FDA00002337325400014
Step in, comprise following substep:
Calculate described by following formula
h ~ MMSE = E [ h ~ L h ~ L H ] W P H X P H { X P W P E [ h ~ L h ~ L H ] W P H X P H + σ 2 I P } - 1 Z P
Wherein,
Figure FDA00002337325400017
Front L element of channel dispersion pulse excitation response that channel continuous impulse exciter response sampling is obtained,
Figure FDA00002337325400021
Described
Figure FDA00002337325400022
Autocorrelation matrix; σ 2It is noise power; I PBe unit matrix; n PBe noise; Z PBe the ofdm signal that receives; () -1Represent matrix inversion, () HRepresent conjugate transpose.
4. the channel estimation methods in the ofdm system according to claim 3 is characterized in that, and is described in calculating
Figure FDA00002337325400024
Step in, also comprise following substep:
With described
Figure FDA00002337325400025
Value be set to
Figure FDA00002337325400026
Wherein, described I LBe unit matrix;
With described X PW PBy the following formula diagonalization:
X PW P=U PS PV P
Wherein, U PAnd V PUnit matrix, S PIt is diagonal matrix.
5. the channel estimation methods in the ofdm system according to claim 1 is characterized in that, described according to described
Figure FDA00002337325400027
Calculate the channel estimating of all subcarriers in frequency domain
Figure FDA00002337325400028
Step in, comprise following substep:
Calculate described by following formula
Figure FDA00002337325400029
H ~ MMSE = W L h ~ MMSE
Wherein, W LBe listed as the constant matrices of formed N * L for the front L of the constant matrices W that gets N * N.
6. the channel estimating apparatus in the orthogonal frequency division multiplex OFDM system is characterized in that, comprises:
Receiver module is used for receiving pilot signal, and wherein, described pilot signal comprises P subcarrier, and P is less than or equal to N, and N is the total number of sub-carriers of pilot signal;
The transmitted signal generation module is used for the pilot signal according to described reception, produces the ofdm signal matrix X that transmitting terminal sends PWherein, described X PThe diagonal matrix of a P * P, { X 0, X 1..., X P-1It is the diagonal element of described diagonal matrix;
The constant matrices constructing module is used for P subcarrier according to described pilot signal, the constant matrices W of structure P * L PWherein, described L is maximum channel length N CmaxWith maximum OFDM frame synchronization error ε MaxSum;
The time-domain computing module is used for according to described X PWith described W P, in time-domain calculating the least mean-square error of channel is estimated
Figure FDA00002337325400031
The frequency domain computing module is used for according to described
Figure FDA00002337325400032
Calculate the channel estimating of all subcarriers in frequency domain
Figure FDA00002337325400033
7. the channel estimating apparatus in the orthogonal frequency division multiplex OFDM system according to claim 6, it is characterized in that, described constant matrices constructing module is got P the corresponding P of subcarrier from the constant matrices W of N * N capable, gets the matrix that the capable front L row of described P form a P * L, obtains described W P
8. the channel estimating apparatus in the orthogonal frequency division multiplex OFDM system according to claim 6 is characterized in that, described time-domain computing module is described in calculating The following formula of Shi Caiyong:
h ~ MMSE = E [ h ~ L h ~ L H ] W P H X P H { X P W P E [ h ~ L h ~ L H ] W P H X P H + σ 2 I P } - 1 Z P
Wherein,
Figure FDA00002337325400036
Front L element of channel dispersion pulse excitation response that channel continuous impulse exciter response sampling is obtained,
Figure FDA00002337325400037
Described
Figure FDA00002337325400038
Autocorrelation matrix; σ 2It is noise power; I PBe unit matrix;
Figure FDA00002337325400039
n PBe noise; Z PBe the ofdm signal that receives; () -1Represent matrix inversion, () HRepresent conjugate transpose.
9. the channel estimating apparatus in the orthogonal frequency division multiplex OFDM system according to claim 8 is characterized in that, described time-domain computing module also comprises auto-correlation submodule and diagonalization submodule;
Described auto-correlation submodule is used for described Value be set to
Figure FDA000023373254000311
Wherein, described I LBe unit matrix;
Described diagonalization submodule is used for described X PW PBy the following formula diagonalization:
X PW P=U PS PV P
Wherein, U PAnd V PUnit matrix, S PIt is diagonal matrix.
10. the channel estimating apparatus in the orthogonal frequency division multiplex OFDM system according to claim 6 is characterized in that, described frequency domain computing module is described in calculating
Figure FDA00002337325400041
The following formula of Shi Caiyong:
Figure FDA00002337325400042
Wherein, W LBe listed as the constant matrices of formed N * L for the front L of the constant matrices W that gets N * N.
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Cited By (1)

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Publication number Priority date Publication date Assignee Title
CN103595453A (en) * 2013-10-29 2014-02-19 上海交通大学 Multi-cell time division multiplexing wireless system beam forming method

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1816025A (en) * 2005-01-31 2006-08-09 中兴通讯股份有限公司 Channel estimation method based on structural matrix and realization apparatus
JP2007089167A (en) * 2005-09-19 2007-04-05 Ntt Docomo Inc Method of channel estimation in orthogonal frequency division multiplexing system and channel estimator
CN101064571A (en) * 2006-04-29 2007-10-31 上海贝尔阿尔卡特股份有限公司 Apparatus for enhancing channel evaluation in OFDM receiver and its method
US20100195774A1 (en) * 2009-02-04 2010-08-05 Acorn Technologies, Inc. Least squares channel identification for ofdm systems
CN101951353A (en) * 2010-09-30 2011-01-19 电子科技大学 Channel estimation method for orthogonal frequency division multiplexing (OFDM) system under interference environment

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1816025A (en) * 2005-01-31 2006-08-09 中兴通讯股份有限公司 Channel estimation method based on structural matrix and realization apparatus
JP2007089167A (en) * 2005-09-19 2007-04-05 Ntt Docomo Inc Method of channel estimation in orthogonal frequency division multiplexing system and channel estimator
CN101064571A (en) * 2006-04-29 2007-10-31 上海贝尔阿尔卡特股份有限公司 Apparatus for enhancing channel evaluation in OFDM receiver and its method
US20100195774A1 (en) * 2009-02-04 2010-08-05 Acorn Technologies, Inc. Least squares channel identification for ofdm systems
CN101951353A (en) * 2010-09-30 2011-01-19 电子科技大学 Channel estimation method for orthogonal frequency division multiplexing (OFDM) system under interference environment

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103595453A (en) * 2013-10-29 2014-02-19 上海交通大学 Multi-cell time division multiplexing wireless system beam forming method
CN103595453B (en) * 2013-10-29 2017-02-08 上海交通大学 Multi-cell time division multiplexing wireless system beam forming method

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