Summary of the invention
The invention provides a kind of multi-antenna and multi-speed transmitter and launching technique thereof of optimizing throughput,, be mainly used in the adaptive MIMO systems at the unified tactic pattern that sends of unified belief propagation detector design.
For reaching above-mentioned purpose, the present invention adopts following technical scheme:
A kind of multi-antenna and multi-speed transmitter of optimizing throughput, comprise information source module, the channel encoder module, the bit interleaver module, modulator block, described modulator block output symbol sequence S, it is characterized in that: also comprise mode switch processor and space-time/space-frequency processor, throughput of system when the calculation code system that is used for described mode switch processor adopts the sending metrix of alternative various speed correspondences under the receiver of a certain method of reseptance correspondence, and choose the pre-coding matrix P that the corresponding sending metrix of maximum wherein adopts as system, described space-time/space-frequency processor is used for calculating transmission sign matrix v, and wherein sending metrix V multiply by output symbol sequence S for pre-coding matrix P.
Wherein, described pre-coding matrix P is a sparse matrix.
A kind of multi-antenna and multi-speed launching technique of optimizing throughput may further comprise the steps:
1) modulation produces group code modulation back symbol sebolic addressing s;
Throughput of system when 2) the calculation code system adopts the sending metrix of alternative various speed correspondences under a certain method of reseptance;
3) choose the pre-coding matrix P that the corresponding sending metrix of throughput maximum wherein adopts as system;
4) calculate transmission sign matrix v, wherein sending metrix V multiply by output symbol sequence S for pre-coding matrix P.
Wherein, the computational methods of throughput of system specifically may further comprise the steps described step 2):
(1) calculates the different judgement signal to noise ratios of symbol under the least mean-square error receiver that send;
(2) these judgement signal to noise ratios are averaged;
(3) by searching the performance table under the system precoding matrix, obtain the throughput of system of this pre-coding matrix correspondence.
Wherein, judgement signal to noise ratio snr in the described step (1)
kComputational methods be:
。Wherein, I
LBe unit matrix, γ
0Be signal noise ratio, N
tBe the transmitting antenna number,
Channel matrix for equivalence.
Wherein, the averaging method of judgement signal to noise ratio is in the described step (2):
Wherein, in the described step (3), described performance table is the performance table of the turbo sign indicating number of the different interleaver sizes of correspondence.
Wherein, judgement signal to noise ratio snr in the described step (1)
kConcrete computational methods may further comprise the steps:
Definition X Ps has Y=HX+n, and the length of X is Nt * N, uses the MMSE criterion, obtains:
By linear transformation, obtain:
S=P
HX,
The judgement signal to noise ratio that further obtains k element among the X is:
Note SNR (X)=[SNR (X
1) ... SNR (X
Nt * N)]
T, subscript wherein
TTable is the transposition of vector, can get k error sign ratio that sends symbol to be:
SNR
k=[P
H×SNR(X)]
k。
Wherein, the method for reseptance described step 2) is the least mean-square error method.
Wherein, the pre-coding matrix P in the described step 3) is a sparse matrix.
The present invention is directed to many antenna transmission of closed loop that adopt chnnel coding and the sending/receiving system that adopts linear receiver, this patent proposes a kind of many speed space-time/space-frequency transmitter architecture and corresponding mode switching method of optimization system throughput.This transmitter is handled when transmitting terminal empty and is represented with unified sending metrix, makes receiving terminal to detect and to receive with unified belief propagation detector, effectively reduces the receiver complexity of many speed mimo system.When choosing sending mode, relatively adopt the throughput of system of the coded system of the various send modes that unified belief propagation detector receives by the mode switch processor, choose maximum wherein,, effectively raise throughput of system as delivery plan.Simultaneously, by the method for two kinds of approximate computing system throughputs, can effectively raise the efficient of mode switch processor so that the computation complexity of computing system throughput reduces greatly.
Embodiment
Fig. 1 is existing multiple antenna transmitter structural representation; Main improvements of the present invention are the space-time/space-frequency processor part that frame of broken lines represents and have increased the mode switch processor, as shown in Figure 2.Therefore the multi-antenna and multi-speed transmitter of the optimization throughput in the embodiment of the invention comprises: information source module, the channel encoder module, the bit interleaver module, modulator block, mode switch processor and space-time/space-frequency processor, described modulator block output symbol sequence S, throughput of system when the calculation code system that is used for described mode switch processor adopts the sending metrix of alternative various speed correspondences under the receiver of a certain method of reseptance correspondence, and choose the pre-coding matrix P that the corresponding sending metrix of maximum wherein adopts as system, described space-time/space-frequency processor is used for calculating transmission sign matrix V, wherein v=Ps
TWherein, s={s
1s
2S
L, subscript T represents transposition, L is the columns of matrix P.
Wherein, described pre-coding matrix P is a sparse matrix.
The emission implementation of single-rate is suc as formula (1):
v
(Nt·N)×1=P
(Nt·N)×L·(s
T)
L×1。(1)
Wherein, Nt is a number of transmit antennas, and N is line transmission every day symbol numbers, and vector v is by v
1, v
2..., v
NtConstitute, suc as formula (2):
Be vector v the (corresponding j the antenna of the individual element of Nt (i-1)+j) be at the transmission symbol in i the moment, wherein, i ∈ [1, N], j ∈ [1, Nt].Matrix P form is suc as formula (3):
Blank space element in the formula (3) is 0, (Nt (i-1)+j, the element 1 expression symbol s that m) locates
mIn i emission constantly of j antenna, that is,
, wherein, i ∈ [1, N], j ∈ [1, Nt], m ∈ [1, L].
The different of nonzero element value and position obtain different space-time symbol mapping methods among the matrix P, thus corresponding different many antennas emitting structurals.Simultaneously, fixing line every day is sent symbol numbers N and number of transmit antennas Nt, the value difference of matrix P columns L obtains different transmission rates when empty.Transmission rate chooses during for sky, in many rate transmitters, use the mode switch processor to finish, by calculating the power system capacity of various sending modes under unified belief propagation detector, relatively draw its maximum, thereby transmission rate and pre-coding matrix P when determining its sky, as Fig. 2, set of matrices { P
1P
2P
KCorresponding emission rate set { R
1R
2R
K(0<R
1<R
2<...<R
K).
A kind of multi-antenna and multi-speed launching technique of optimizing throughput,
Suppose that the reception antenna number is Nr, and channel matrix remains unchanged in a N continuous symbol period, is labeled as H, can obtain following channel matrix:
Wherein, y
iRepresent the signal vector that receives in i the symbol period, dimension is Nr * 1, n be dimension (Gaussian noise vector of Nr * N) * 1, its each element is that average is 0, variance is σ
2Gaussian noise.Wherein,
Because use the belief propagation detector, system can obtain the error sign ratio performance of least mean-square error (MMSE) receiver.So adopt system's error sign ratio of unified belief propagation detector, can represent with the error sign ratio of MMSE receiver.
Adopt the MMSE method to receive in the present embodiment, k judgement signal to noise ratio that sends symbol is expressed as:
γ wherein
0The signal noise ratio.Suppose that modulation system is the QAM modulation, exponent number is M
c(the 4-QAM exponent number is 2, and the 16-QAM exponent number is 4, and the like).I wherein
LBe unit matrix, γ
0Be signal noise ratio, N
tBe the transmitting antenna number,
Channel matrix for equivalence.
For the system that does not adopt chnnel coding, k error sign ratio that sends symbol can be expressed as:
Wherein, N
eBe the average number of minimum range in the planisphere, d
MinBe minimum range in the planisphere.
The throughput of coded system can not be expressed as:
For the system that adopts chnnel coding, frame error rate and judgement signal to noise ratio SNR
1, SNR
2... SNR
k... SNR
LRelevant, interleaver sizes N
I, encoder generator matrix G, and channel coding rate R
cRelevant, can be expressed as:
PER=f(SNR
1,SNR
2,...SNR
k,...SNR
L,N
I,G,R
c) (8)
Because the analytic expression of (8) is difficult to obtain, we can adopt approximate way to ask for, and its frame error rate is:
Wherein:
In order to obtain the PER under the different channels coded system, we can be produced on the performance table of turbo sign indicating number under the different rates send mode (corresponding different interleaver sizes), by the mode of tabling look-up, find out its corresponding PER.
The throughput of coded system can be expressed as:
Th=(LM
c×R
c-N
zero)(1-PER) (11)
Wherein, R
cBe channel coding rate, N
ZeroFor the turbo sign indicating number adds 0 bit number.
Comprehensively (4)-(11), when selecting different patterns for use, corresponding different P can calculate its throughput Th, by comparing the maximum of its Th, can obtain optimum transmission method.
Because in the formula (5),
Dimension be L * L, calculating its contrary complexity is O (L
3), the bigger system of blocks of data so, the algorithm complex that calculates its throughput is very big.As a kind of optimal way, can adopt following method for simplifying to calculate for the judgement signal to noise ratio:
I. define X Ps, Y=HX+n is arranged, the length of X is Nt * N, uses the MMSE criterion, can get:
II. by linear transformation, can get:
S=P
HX (13)
Through type (12), the judgement signal to noise ratio that can get k element among the X is:
Note SNR (X)=[SNR (X
1) ... SNR (X
Nt * N)]
T, subscript wherein
TTable is the transposition of vector.Can get k error sign ratio that sends symbol can be expressed as:
SNR
k=[P
H×SNR(X)]
k (15)
Because
Be block diagonal matrix, inverse of a matrix can be reduced to N
Minor matrix contrary.And remaining unchanged in N time of channel matrix, inverse of a matrix is simplified to
Minor matrix contrary, its algorithm complex is approximately O (L), has obtained reducing greatly.
Changing method of the present invention is equally applicable to the many speed/multimode transmission system based on other linear receivers.For example for the system that uses beam forming technique, alamouti to divide structure set and BLAST multiplexing structure to switch at transmitting terminal.
For further specifying the present invention and beneficial effect thereof, below the parameter of specific embodiment is carried out value.
The parameter value such as the table 1 of specific embodiment.
Parameter value in table 1 specific embodiment
4 kinds of transmission rate { R in the correspondence table 1
1R
2R
3R
4, set of matrices { P
1P
2P
KIn the matrix of elements design form as follows:
In the matrix coordinate be (m, n)=(4 * (i-1)+k, mod (i+k-2,300)+1), i ∈ [1,300], the element of k ∈ [1,4]
In the matrix coordinate be (m, n)=(4 * (i-1)+k, mod (2i+k-3,600)+1), i ∈ [1,300], the element of k ∈ [1,4]
During k=4-mod (i-1,4), row-coordinate m=4* (i-1)+k in the matrix, row coordinate n={mod (3*i-5+L-1, L)+1, mod (3*i-4+L-1, L)+1, mod (3*i-3+L-1, L)+element of 1}
When k ≠ 4-mod (i-1,4) and k ∈ [1,4], 3 row-coordinate m=4* (i-1)+k in the matrix, respectively corresponding 3 row coordinate n={3*i-2,3*i-1, the element of 3*i}
。i∈[1,300],L=900。
Matrix element
, m ∈ [1,1200], i.e. P
4Be unit matrix.
For modulation back symbol sebolic addressing s={s
1s
2S
L, sign map concerns as shown in Figure 4 on the antenna of 4 matrix correspondences, the transmitting antenna of horizontal representation space is vertically represented delivery time among the figure, and numeral 1,2 ..., L represents to send symbol s
1, s
2..., s
LTransmitting terminal carries out the space-time symbol coding according to formula (1).
For 4 kinds of different transmission bit rates, determine its encoder length and interleaver sizes, by emulation, we have obtained under Gaussian channel the frame error rate performance of turbo sign indicating number (wherein the parameter of turbo encoder is as shown in table 2) under the different transmission mode, and are as shown in table 3.
The tabulation of table 2 turbo code parameters
Chnnel coding |
3GPP Turbo, code check are 1/2 |
Channel interleaver |
Random interleaver |
Modulation |
QPSK |
Channel-decoding |
Max-Log-Map, 8 iteration |
The operation frame number |
1000 |
The turbo sign indicating number frame error rate of table 3 different coding length
Signal to noise ratio (dB) |
Transmission mode one PER |
Transmission mode two PER |
Transmission mode three PER |
Transmission mode four PER |
-3 |
1 |
1 |
1 |
1 |
-2 |
1 |
1 |
1 |
1 |
-1 |
1 |
1 |
1 |
1 |
0 |
0.956 |
0.988 |
0.998 |
1 |
0.2 |
0.895 |
0.973 |
0.989 |
0.996 |
0.4 |
0.795 |
0.904 |
0.958 |
0.971 |
0.6 |
0.646 |
0.75 |
0.819 |
0.847 |
0.8 |
0.512 |
0.53 |
0.553 |
0.617 |
1 |
0.334 |
0.297 |
0.28 |
0.271 |
1.2 |
0.206 |
0.109 |
0.1 |
0.101 |
1.4 |
0.108 |
0.034 |
0.02 |
0.013 |
1.6 |
0.01 |
0.015 |
0.002 |
0.003 |
1.8 |
0.004 |
0 |
0.001 |
0 |
2 |
0 |
0 |
0 |
0 |
3 |
0 |
0 |
0 |
0 |
Fig. 5 provides the throughput simulation curve that adopts above-mentioned 4 kinds of speed and Adaptable System thereof respectively.Except listed parameter in the table 1, used other parameters of system emulation are as shown in table 2.Simulation result shows that four kinds of matrixes of design obtain transmission means (M1, M2, M3, the M4 that four kinds of speed increase successively; Corresponding code rate is respectively 1,2,3,4); The optimum energy of the property that self adaptation curve throughput performance is better than or the various speed of convergence can reach shows that the multi-rate modes that design obtains can well be applied to Adaptable System.