Patent US4047013A successfully refreshed from Google Patents.
← Back to Patent Explorer
US4047013A Expired / Lapsed US ⏱️ 0.0 years remaining

Method and apparatus for fast determination of initial transversal equalizer coefficient values

Assignee: International Business Machines Corp
•
Filing: 1976-07-01
•
Granted: 1977-09-06
•
Expires: 1996-07-01
📄 Original PDF 🌐 Google Patents 🔄 Sync Now

Abstract

Abstract A method for determining the initial values of the coefficients of a transversal equalizer for a synchronous data transmission system, wherein a training sequence is transmitted to allow the equalizer coefficients to be adjusted to optimum initial values. According to the method, a sequence (v i ) of L elements v i , having a periodic autocorrelation function, only the first coefficient of which is not zero, is derived from a periodic binary pseudo-random sequence (u i ) of L binary elements u i having a periodic autocorrelation function, the first coefficient of which is equal to L and each of the other coefficients are equal to -1. Then, the sequence (v i ) is transmitted through the transmission channel and the initial values of the equalizer coefficients are derived from the received sequence. In a preferred embodiment of the invention the initial values of the equalizer coefficients are derived from the received sequence through a direct method which involves the calculation of the autocorrelation matrix of samples of the transmission channel impulse responses.

Inventors

  • 👤 Andrzej Milewski

Bibliographic Details

Application Number —
Jurisdiction US
Data Source google_patents
Last Synchronized 2026-10-24 18:17
CPC Classifications
H; H04; H04L; H04L25/00; H04L25/02; H04L25/03; H04L25/03006; H04L25/03012; H04L25/03114; H04L25/03019; H04L25/03038

Claims Analysis

Total Claims: 10
Claim 1
Independent Claim 185 words
In a synchronous data transmission system comprising a transmitter for transmitting data through a transmission channel causing distortions to a receiver including a transversal equalizer to compensate for the effects of said distortion, a method for determining the initial values of the equalizer coefficients comprising the steps of: selecting among the periodic binary pseudorandom sequences of length L, a sequence (u 1 ) of L binary elements u i having the following property: A.sub.0 =L and A.sub.j =-1 for j=1, . . . (L-1) where ##EQU27## adding to each element u i of the sequence (u i ) a constant m defined by the following relation: ##EQU28## whereby building a sequence (v i ) of L elements v i v i = u i + m; transmitting said sequence (v i ) through the transmission channel; receiving the sequence (x i ) of elements x i , each of the received elements x i corresponding to a transmitted element v i , and determining the initial values of the equalizer coefficients from the received sequence (x i ) and the transmitted sequence (v i ).
Claim 2
Dependent Claim 185 words
In a synchronous data transmission system comprising a transmitter for transmitting data through a transmission channel causing distortions to a receiver including a transversal equalizer to compensate for the effects of said distortion, a method for determining the initial values of the equalizer coefficients comprising the steps of: selecting among the periodic binary pseudorandom sequences of length L, a sequence (u 1 ) of L binary elements u i having the following property: A.sub.0 =L and A.sub.j =-1 for j=1, . . . (L-1) where ##EQU27## adding to each element u i of the sequence (u i ) a constant m defined by the following relation: ##EQU28## whereby building a sequence (v i ) of L elements v i v i = u i + m; transmitting said sequence (v i ) through the transmission channel; receiving the sequence (x i ) of elements x i , each of the received elements x i corresponding to a transmitted element v i , and determining the initial values of the equalizer coefficients from the received sequence (x i ) and the transmitted sequence (v i ).
Claim 3
Dependent Claim 100 words
A method according to claim 1 wherein the step of determining the coefficient initial values includes the following steps: determining samples r j of the transmission channel impulse response obtained by correlating over a period L, the elements of received sequence (x i ) with the elements of emitted sequence (v i ), calculating autocorrelation matrix B of samples r j ; and determining the coefficient initial values from the following relation: C.sub.opt = B.sup.-1 R where C opt is the coefficient value column vector, B -1 is inversed matrix B, and R is the r j inversed column vector.
Claim 4
Dependent Claim 41 words
A method according to claim 2 wherein the determination of impulse response samples r j is obtained from the following relation: ##EQU29## where A 0 1 is the first coefficeint of the autocorrelation function of the transmitted sequence (v i ).
Claim 5
Dependent Claim 64 words
A method according to claim 3 wherein the determination of the coefficient initial values from the following relation: C.sub.opt = B.sup.-1 R is obtained by using the gradient method defined by: C.sup.(n) = C.sup.(n-1) - μ(B C.sup.(n-1) - R) where C.sup.(n-1) and C.sup.(n) respectively represent the coefficients column vectors at the (n-1) th and at the n th iteration, and μ is a constant.
Claim 6
Dependent Claim 12 words
A method according to claim 3 wherein A 0 1 = L.
Claim 7
Dependent Claim 247 words
In a synchronous data transmission system comprising a transmitter for transmitting data through a transmission channel causing distortions to a receiver including a transversal equalizer, a system for determining the initial values of the equalizer coefficeints comprising: in the transmitter means for generating a sequence (v i ) of L elements v i , each of the elements v i being defined by the relation v i = u i + m, where u i 's are the binary elements of a periodic binary pseudo-random sequence (u i ) having the following property A.sub.0 =L and A.sub.j =-1 for j=1, . . . , (L-1) ##EQU30## and m is a constant defined by the following relation ##EQU31## means for transmitting said sequence (v.sub.i) through the transmission channel, in the receiver means adapted for receiving the sequence (x i ) of elements x i , each of the received elements x i corresponding to a transmitted element v i , means for determining the samples r j of the transmission channel impulse response obtained by correlating over a period L the elements of received sequence (x i ) with the elements of emitted sequence (v i ); means for calculating autocorrelation matrix B of samples r j ; and means for determining the coefficient initial values from the following relation: C.sub.opt = B.sup.-1 R where C opt is the coefficient value column vector, B -1 is inversed matrix B, and R is the r j inversed column vector.
Claim 8
Dependent Claim 247 words
In a synchronous data transmission system comprising a transmitter for transmitting data through a transmission channel causing distortions to a receiver including a transversal equalizer, a system for determining the initial values of the equalizer coefficeints comprising: in the transmitter means for generating a sequence (v i ) of L elements v i , each of the elements v i being defined by the relation v i = u i + m, where u i 's are the binary elements of a periodic binary pseudo-random sequence (u i ) having the following property A.sub.0 =L and A.sub.j =-1 for j=1, . . . , (L-1) ##EQU30## and m is a constant defined by the following relation ##EQU31## means for transmitting said sequence (v.sub.i) through the transmission channel, in the receiver means adapted for receiving the sequence (x i ) of elements x i , each of the received elements x i corresponding to a transmitted element v i , means for determining the samples r j of the transmission channel impulse response obtained by correlating over a period L the elements of received sequence (x i ) with the elements of emitted sequence (v i ); means for calculating autocorrelation matrix B of samples r j ; and means for determining the coefficient initial values from the following relation: C.sub.opt = B.sup.-1 R where C opt is the coefficient value column vector, B -1 is inversed matrix B, and R is the r j inversed column vector.
Claim 9
Dependent Claim 43 words
A system according to claim 6 in which said means for determining the samples of the transmission channel impulse response implement the following relation: ##EQU32## where A 0 1 is the first coefficient of the autocorrelation function of the sequence (v 1 ).
Claim 10
Dependent Claim 12 words
A system according to claim 7 wherein A 0 1 = L.

References Cited (Backward Citations)

US3659229A Cited
US3715666A Cited
US3864632A Cited
US3914691A Cited
US3978407A Cited

USPTO Annuity & Maintenance Windows

Annuity Stage Window Opens Payment Deadline Surcharge Period Until Estimated Fee Status
3.5 Years (Year 4) 1980-09-05 1981-03-07 1981-09-06 $2000.00 Window Closed / Lapsed
7.5 Years (Year 8) 1984-09-05 1985-03-07 1985-09-06 $3760.00 Window Closed / Lapsed
11.5 Years (Year 12) 1988-09-05 1989-03-07 1989-09-06 $7700.00 Window Closed / Lapsed

Assigned Categories & Tags

No categories assigned to this patent yet.

Assign Category Tag