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US5293401A Expired / Lapsed US ⏱️ 0.0 years remaining

Equalizer for linear modulated signal

Assignee: Motorola Solutions Inc
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Filing: 1991-09-04
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Granted: 1994-03-08
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Expires: 2011-09-04
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Abstract

Abstract This invention relates to an equalizer for equalization of a linear modulated signal received in blocks or frames over a radio channel. The impulse response of the channel is estimated during training sequences before and after a frame and interpolation is used to estimate the impulse response at each point in the frame. From this, the coefficients of an equalizer (24, 26) are calculated for equalising the signal. Various further improvements are described. The technique is particularly applicable to land mobile radio systems using 16 QAM or other linear modulation schemes.

Inventors

  • 👤 Salomon Serfaty

Bibliographic Details

Application Number —
Jurisdiction US
Data Source google_patents
Last Synchronized 2026-10-29 16:55
CPC Classifications
H; H04; H04L; H04L25/00; H04L25/02; H04L25/03; H04L25/03006; H04L25/03012; H04L25/03019; H04L25/03057; H04L25/0202; H04L25/0224; H04L25/0228; H04L25/023; H04L25/0232; H04L2025/0335; H04L2025/03375; H04L2025/0342; H04L2025/03433; H04L2025/03439; H04L2025/03445; H04L2025/03471; H04L2025/03484; H04L2025/0349; H04L2025/03535; H04L2025/03547; H04L2025/0356; H04L25/03178

Claims Analysis

Total Claims: 16
Claim 1
Independent Claim 192 words
An equalizer for equalizing a linear modulated signal, the linear modulated signal containing a first training sequence, followed by samples, and followed in turn by a second training sequence, the linear modulated signal being received over a radio channel, the equalizer comprising: input means for inputting the linear modulated signal, storage means coupled to the input means for storing at least the samples, thus forming stored received samples; estimating and interpolating means coupled to the storage means for estimating a first impulse response for the channel based on the first training sequence thus forming a first estimated impulse response, and for estimating a second impulse response for the channel based on the second training sequence thus forming a second estimated impulse response, and for interpolating between the first estimated impulse response and the second estimated impulse response; and, digital filter means coupled to the storage means and having adjustable coefficients and including means for reading and equalizing the stored received samples, the digital filter means including means for adjusting the adjustable coefficients based on the first estimated impulse response and the second estimated impulse response, the adjustable coefficients being adjusted between samples.
Claim 2
Dependent Claim 192 words
An equalizer for equalizing a linear modulated signal, the linear modulated signal containing a first training sequence, followed by samples, and followed in turn by a second training sequence, the linear modulated signal being received over a radio channel, the equalizer comprising: input means for inputting the linear modulated signal, storage means coupled to the input means for storing at least the samples, thus forming stored received samples; estimating and interpolating means coupled to the storage means for estimating a first impulse response for the channel based on the first training sequence thus forming a first estimated impulse response, and for estimating a second impulse response for the channel based on the second training sequence thus forming a second estimated impulse response, and for interpolating between the first estimated impulse response and the second estimated impulse response; and, digital filter means coupled to the storage means and having adjustable coefficients and including means for reading and equalizing the stored received samples, the digital filter means including means for adjusting the adjustable coefficients based on the first estimated impulse response and the second estimated impulse response, the adjustable coefficients being adjusted between samples.
Claim 3
Dependent Claim 31 words
The equalizer of claim 1, wherein the estimating and interpolating means include means for performing a linear interpolation operation using the first estimated impulse response and the second estimated impulse response.
Claim 4
Dependent Claim 96 words
The equalizer of claim 1, wherein the digital filter means further comprises: a forward FIR filter having a forward filter FIR input coupled to the storage means and having a forward FIR filter output, combining means coupled to the forward FIR filter output for combining the forward FIR output with a feedback signal, the combining means having a combining means output; decision means coupled to the combining means output; a feedback FIR filter means responsive to the decision means for providing the feedback signal; and, an output coupled to the decision means for outputting equalized samples.
Claim 5
Dependent Claim 12 words
The equalizer of claim 3, wherein the decision means includes a slicer.
Claim 6
Dependent Claim 375 words
An equalizer for equalizing a linear modulated signal, the linear modulated signal containing periodic predetermined sequences for training, the linear modulated signal including a first training sequence followed by samples followed in turn by a second training sequence, the linear modulated signal being received over a radio channel, the equalizer comprising: input means for inputting the linear modulated signal; storage means coupled to the input means, for storing at least the samples, thus forming stored received samples; estimating and interpolating means coupled to the storage means and responsive to inputting of the first training sequence to the input means for estimating a first impulse response for the channel based on the first training sequence thus forming a first estimated impulse response, and responsive to inputting of the second training sequence to the input means for estimating a second impulse response for the channel based on the second training sequence thus forming a second estimated impulse response, and for interpolating between the first estimated impulse response and the second estimated impulse response; digital filter means having adjustable coefficients, coupled to the storage means and including means for reading and equalizing the stored received samples, wherein the digital filter means including means responsive to the estimating and interpolating means for adjusting the adjustable coefficients based on the first estimated impulse response and the second estimated impulse response, the adjustable coefficients being adjusted between samples, and wherein the digital filter means comprises: a forward FIR filter having an input coupled to the storage means and having an output, the forward FIR filter including means responsive to the estimating and interpolating means for adjusting the adjustable coefficients at a first rate; combining means coupled to the output of the forward FIR filter for combining the output with a feedback signal, the combining means including a combining means output; decision means coupled to the combining means output; a feedback FIR filter responsive to the decision means including means for providing the feedback signal, said feedback FIR filter having adjustable coefficients and including means responsive to the estimating and interpolating means for adjusting the adjustable coefficients at a second rate, the second rate being higher than the first rate; and, an output coupled to the decision means to output equalized samples.
Claim 7
Dependent Claim 375 words
An equalizer for equalizing a linear modulated signal, the linear modulated signal containing periodic predetermined sequences for training, the linear modulated signal including a first training sequence followed by samples followed in turn by a second training sequence, the linear modulated signal being received over a radio channel, the equalizer comprising: input means for inputting the linear modulated signal; storage means coupled to the input means, for storing at least the samples, thus forming stored received samples; estimating and interpolating means coupled to the storage means and responsive to inputting of the first training sequence to the input means for estimating a first impulse response for the channel based on the first training sequence thus forming a first estimated impulse response, and responsive to inputting of the second training sequence to the input means for estimating a second impulse response for the channel based on the second training sequence thus forming a second estimated impulse response, and for interpolating between the first estimated impulse response and the second estimated impulse response; digital filter means having adjustable coefficients, coupled to the storage means and including means for reading and equalizing the stored received samples, wherein the digital filter means including means responsive to the estimating and interpolating means for adjusting the adjustable coefficients based on the first estimated impulse response and the second estimated impulse response, the adjustable coefficients being adjusted between samples, and wherein the digital filter means comprises: a forward FIR filter having an input coupled to the storage means and having an output, the forward FIR filter including means responsive to the estimating and interpolating means for adjusting the adjustable coefficients at a first rate; combining means coupled to the output of the forward FIR filter for combining the output with a feedback signal, the combining means including a combining means output; decision means coupled to the combining means output; a feedback FIR filter responsive to the decision means including means for providing the feedback signal, said feedback FIR filter having adjustable coefficients and including means responsive to the estimating and interpolating means for adjusting the adjustable coefficients at a second rate, the second rate being higher than the first rate; and, an output coupled to the decision means to output equalized samples.
Claim 8
Dependent Claim 307 words
An equalizer for equalizing a linear modulated signal, the linear modulated signal containing periodic predetermined sequences for training, the linear modulated signal including a first training sequence followed by samples followed in turn by a second training sequence, the linear modulated signal being received over a radio channel, the equalizer comprising: input means for inputting the linear modulated signal; storage means coupled to the input means, for storing at least the samples, thus forming stored received samples, estimating and interpolating means coupled to the storage means and responsive to inputting of the first training sequence to the input means for estimating a first impulse response for the channel dependent on the first training sequence thus forming a first estimated impulse response, and responsive to inputting of the second training sequence to the input means for estimating a second impulse response for the channel dependent on the second training sequence thus forming a second estimated impulse response, and for interpolating between the first estimated impulse response and the second estimated impulse response; digital filter means having adjustable coefficients, coupled to the storage means and including means for reading and equalizing the stored received samples; and, setting means responsive to the estimating and interpolating means for setting the adjustable coefficients based on the first estimated impulse response and the second estimated impulse response, the adjustable coefficients being set between samples; wherein the setting means and the digital filter means are arranged to set the adjustable coefficients for a first half of a frame between training sequences and to decode symbols in the first half of the frame in a sequence forward in time and to use a permutation of the adjustable coefficients to determine the adjustable coefficients for a second half of the frame, and to decode the second half of the frame in a sequence reversed in time.
Claim 9
Dependent Claim 307 words
An equalizer for equalizing a linear modulated signal, the linear modulated signal containing periodic predetermined sequences for training, the linear modulated signal including a first training sequence followed by samples followed in turn by a second training sequence, the linear modulated signal being received over a radio channel, the equalizer comprising: input means for inputting the linear modulated signal; storage means coupled to the input means, for storing at least the samples, thus forming stored received samples, estimating and interpolating means coupled to the storage means and responsive to inputting of the first training sequence to the input means for estimating a first impulse response for the channel dependent on the first training sequence thus forming a first estimated impulse response, and responsive to inputting of the second training sequence to the input means for estimating a second impulse response for the channel dependent on the second training sequence thus forming a second estimated impulse response, and for interpolating between the first estimated impulse response and the second estimated impulse response; digital filter means having adjustable coefficients, coupled to the storage means and including means for reading and equalizing the stored received samples; and, setting means responsive to the estimating and interpolating means for setting the adjustable coefficients based on the first estimated impulse response and the second estimated impulse response, the adjustable coefficients being set between samples; wherein the setting means and the digital filter means are arranged to set the adjustable coefficients for a first half of a frame between training sequences and to decode symbols in the first half of the frame in a sequence forward in time and to use a permutation of the adjustable coefficients to determine the adjustable coefficients for a second half of the frame, and to decode the second half of the frame in a sequence reversed in time.
Claim 10
Dependent Claim 383 words
An equalizer for equalizing a linear modulated signal, the linear modulated signal containing periodic predetermined sequences for training, the linear modulated signal including a first training sequence followed by samples followed in turn by a second training sequence, the linear modulated signal being received over a radio channel, the equalizer comprising: input means for inputting the linear modulated signal; storage means coupled to the input means, for storing at least the samples, thus forming stored received samples, estimating and interpolating means coupled to the storage means and responsive to inputting of the first training sequence to the input means for estimating a first impulse response for the channel based on the first training sequence thus forming a first estimated impulse response, and responsive to inputting of the second training sequence to the input means for estimating a second impulse response for the channel based on the second training sequence thus forming a second estimated impulse response, and for interpolating between the first estimated impulse response and the second estimated impulse response; digital filter means having adjustable coefficients, coupled to the storage means and including means for reading and equalizing the stored received samples; and, setting means responsive to the interpolation means for setting the adjustable coefficients based on the first estimated impulse response and the second estimated impulse response, the adjustable coefficients being set between samples, wherein the setting means and the digital filter means are arranged to set the adjustable coefficients for a first part of a frame between training sequences and to decode symbols in the first part of the frame in a sequence forward in time and to use a permutation of the adjustable coefficients to determine the adjustable coefficients for a second part of the frame and to decode the second part of the frame in a sequence reversed in time and wherein the first part of the frame and the second part of the frame being variable in length, separated by a floating midpoint, the position of the midpoint being determined by a measure of quality of decoding throughout the frame for forward deconding and reverse decoding, thereby using forward decoding when forward decoding provides a higher measure of quality of decoding and further using reverse decoding when reverse decoding provides a higher measure of quality of decoding.
Claim 11
Dependent Claim 383 words
An equalizer for equalizing a linear modulated signal, the linear modulated signal containing periodic predetermined sequences for training, the linear modulated signal including a first training sequence followed by samples followed in turn by a second training sequence, the linear modulated signal being received over a radio channel, the equalizer comprising: input means for inputting the linear modulated signal; storage means coupled to the input means, for storing at least the samples, thus forming stored received samples, estimating and interpolating means coupled to the storage means and responsive to inputting of the first training sequence to the input means for estimating a first impulse response for the channel based on the first training sequence thus forming a first estimated impulse response, and responsive to inputting of the second training sequence to the input means for estimating a second impulse response for the channel based on the second training sequence thus forming a second estimated impulse response, and for interpolating between the first estimated impulse response and the second estimated impulse response; digital filter means having adjustable coefficients, coupled to the storage means and including means for reading and equalizing the stored received samples; and, setting means responsive to the interpolation means for setting the adjustable coefficients based on the first estimated impulse response and the second estimated impulse response, the adjustable coefficients being set between samples, wherein the setting means and the digital filter means are arranged to set the adjustable coefficients for a first part of a frame between training sequences and to decode symbols in the first part of the frame in a sequence forward in time and to use a permutation of the adjustable coefficients to determine the adjustable coefficients for a second part of the frame and to decode the second part of the frame in a sequence reversed in time and wherein the first part of the frame and the second part of the frame being variable in length, separated by a floating midpoint, the position of the midpoint being determined by a measure of quality of decoding throughout the frame for forward deconding and reverse decoding, thereby using forward decoding when forward decoding provides a higher measure of quality of decoding and further using reverse decoding when reverse decoding provides a higher measure of quality of decoding.
Claim 12
Dependent Claim 26 words
The equalizer of claim 7, further including a Viterbi equalizer arranged for performing the equalizing and further arranged for providing the measure of quality of decoding.
Claim 13
Dependent Claim 372 words
An equalizer for equalizing a linear modulated signal, the linear modulated signal containing periodic predetermined sequences for training, the linear modulated signal including a first training sequence followed by samples followed in turn by a second training sequence, the linear modulated signal being received over a radio channel, the equalizer comprising: input means for inputting the linear modulated signal; storage means coupled to the input means, for storing at least the samples, thereby forming stored received samples, estimating and interpolating means coupled to the storage means and responsive to inputting of the first training sequence for estimating a first impulse response for the channel based on the first training sequence thus forming a first estimated impulse response, and responsive to inputting of the second training sequence for estimating a second impulse response for the channel dependent on the second training sequence thus forming a second estimated impulse response, and for interpolating between the first estimated impulse response and the second estimated impulse response; digital filter means having adjustable coefficients, coupled to the storage means and including means for reading and equalizing the stored received samples, wherein the digital filter means includes means responsive to the estimating and interpolating means for adjusting the adjustable coefficients based on the first estimated impulse response and the second estimated impulse response, the adjustable coefficients being adjusted between samples; means for calculating, for every training sequence, the ratios r 0 and r 1/2 , where: ##EQU11## and where f 0 0 and f 0 1/2 are the coefficients of the forward impulse response of the channel for the current training sequence for sets of sample points offset by 1/2 a sample interval and f -1 0 and f -1 1/2 are those coefficients for the immediately preceding training sequence; means for calculating D=r 0 -r 1/2 , means for calculating ##EQU12## where D.sub.(m+1)N and D mN are calculated at successive estimation instances and k represents each channel sample between those instances; and means for choosing the estimated impulse response corresponding to samples taken at times nT and the corresponding channel samples if D k >0 and choosing the estimated impulse response corresponding to samples taken at times nT+T/2 and the corresponding channel samples if D k <0.
Claim 14
Dependent Claim 372 words
An equalizer for equalizing a linear modulated signal, the linear modulated signal containing periodic predetermined sequences for training, the linear modulated signal including a first training sequence followed by samples followed in turn by a second training sequence, the linear modulated signal being received over a radio channel, the equalizer comprising: input means for inputting the linear modulated signal; storage means coupled to the input means, for storing at least the samples, thereby forming stored received samples, estimating and interpolating means coupled to the storage means and responsive to inputting of the first training sequence for estimating a first impulse response for the channel based on the first training sequence thus forming a first estimated impulse response, and responsive to inputting of the second training sequence for estimating a second impulse response for the channel dependent on the second training sequence thus forming a second estimated impulse response, and for interpolating between the first estimated impulse response and the second estimated impulse response; digital filter means having adjustable coefficients, coupled to the storage means and including means for reading and equalizing the stored received samples, wherein the digital filter means includes means responsive to the estimating and interpolating means for adjusting the adjustable coefficients based on the first estimated impulse response and the second estimated impulse response, the adjustable coefficients being adjusted between samples; means for calculating, for every training sequence, the ratios r 0 and r 1/2 , where: ##EQU11## and where f 0 0 and f 0 1/2 are the coefficients of the forward impulse response of the channel for the current training sequence for sets of sample points offset by 1/2 a sample interval and f -1 0 and f -1 1/2 are those coefficients for the immediately preceding training sequence; means for calculating D=r 0 -r 1/2 , means for calculating ##EQU12## where D.sub.(m+1)N and D mN are calculated at successive estimation instances and k represents each channel sample between those instances; and means for choosing the estimated impulse response corresponding to samples taken at times nT and the corresponding channel samples if D k >0 and choosing the estimated impulse response corresponding to samples taken at times nT+T/2 and the corresponding channel samples if D k <0.
Claim 15
Dependent Claim 362 words
An equalizer for equalizing a linear modulated signal, the linear modulated signal containing periodic predetermined sequences for training, the linear modulated signal including a first training sequence followed by samples followed in turn by a second training sequence, the linear modulated signal being received over a radio channel, the equalizer comprising: input means for inputting the linear modulated signal; storage means coupled to the input means, for storing at least the samples, thus forming stored received samples, estimating and interpolating means coupled to the storage means and responsive to inputting of the first training sequence for estimating a first impulse response for the channel dependent on the first training sequence thus forming a first estimated impulse response, and responsive to inputting of the second training sequence for estimating a second impulse response for the channel dependent on the second training sequence thus forming a second estimated impulse response, and for interpolating between the first estimated impulse response and the second estimated impulse response; digital filter means having adjustable coefficients, coupled to the storage means for reading and equalizing the stored received samples, wherein the digital filter means includes means for adjusting the adjustable coefficients based on the first estimated impulse response and the second estimated impulse response, the adjustable coefficients being adjusted between samples; means for calculating, for every training sequence, the ratios r 0 and r 1/2 , where: ##EQU13## and where f 0 0 and f 0 1/2 are the coefficients of the forward impulse response of the channel for the current training sequence for sets of sample points offset by 1/2 a sample interval and f -1 0 and f -1 1/2 are those coefficients for the immediately preceding training sequence; means for calculating D=r 0 -r 1/2 , means for calculating ##EQU14## where D.sub.(m+1)N and D mN are calculated at successive estimation instances and k represents each channel sample between those instances; and means for choosing the estimated impulse response corresponding to samples taken at times nT and the corresponding channel samples if D k >0 and choosing the estimated impulse response corresponding to samples taken at times nT+T/2 and the corresponding channel samples if D k <0.
Claim 16
Dependent Claim 362 words
An equalizer for equalizing a linear modulated signal, the linear modulated signal containing periodic predetermined sequences for training, the linear modulated signal including a first training sequence followed by samples followed in turn by a second training sequence, the linear modulated signal being received over a radio channel, the equalizer comprising: input means for inputting the linear modulated signal; storage means coupled to the input means, for storing at least the samples, thus forming stored received samples, estimating and interpolating means coupled to the storage means and responsive to inputting of the first training sequence for estimating a first impulse response for the channel dependent on the first training sequence thus forming a first estimated impulse response, and responsive to inputting of the second training sequence for estimating a second impulse response for the channel dependent on the second training sequence thus forming a second estimated impulse response, and for interpolating between the first estimated impulse response and the second estimated impulse response; digital filter means having adjustable coefficients, coupled to the storage means for reading and equalizing the stored received samples, wherein the digital filter means includes means for adjusting the adjustable coefficients based on the first estimated impulse response and the second estimated impulse response, the adjustable coefficients being adjusted between samples; means for calculating, for every training sequence, the ratios r 0 and r 1/2 , where: ##EQU13## and where f 0 0 and f 0 1/2 are the coefficients of the forward impulse response of the channel for the current training sequence for sets of sample points offset by 1/2 a sample interval and f -1 0 and f -1 1/2 are those coefficients for the immediately preceding training sequence; means for calculating D=r 0 -r 1/2 , means for calculating ##EQU14## where D.sub.(m+1)N and D mN are calculated at successive estimation instances and k represents each channel sample between those instances; and means for choosing the estimated impulse response corresponding to samples taken at times nT and the corresponding channel samples if D k >0 and choosing the estimated impulse response corresponding to samples taken at times nT+T/2 and the corresponding channel samples if D k <0.

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