WO2005050867A1 - 等化方法およびそれを利用した受信装置 - Google Patents
等化方法およびそれを利用した受信装置 Download PDFInfo
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- WO2005050867A1 WO2005050867A1 PCT/JP2004/016758 JP2004016758W WO2005050867A1 WO 2005050867 A1 WO2005050867 A1 WO 2005050867A1 JP 2004016758 W JP2004016758 W JP 2004016758W WO 2005050867 A1 WO2005050867 A1 WO 2005050867A1
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- equalizer
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Classifications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L25/00—Baseband systems
- H04L25/02—Details ; arrangements for supplying electrical power along data transmission lines
- H04L25/03—Shaping networks in transmitter or receiver, e.g. adaptive shaping networks
- H04L25/03006—Arrangements for removing intersymbol interference
- H04L25/03012—Arrangements for removing intersymbol interference operating in the time domain
- H04L25/03019—Arrangements for removing intersymbol interference operating in the time domain adaptive, i.e. capable of adjustment during data reception
- H04L25/03057—Arrangements for removing intersymbol interference operating in the time domain adaptive, i.e. capable of adjustment during data reception with a recursive structure
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L25/00—Baseband systems
- H04L25/02—Details ; arrangements for supplying electrical power along data transmission lines
- H04L25/03—Shaping networks in transmitter or receiver, e.g. adaptive shaping networks
- H04L25/03006—Arrangements for removing intersymbol interference
- H04L2025/03433—Arrangements for removing intersymbol interference characterised by equaliser structure
- H04L2025/03535—Variable structures
- H04L2025/03547—Switching between time domain structures
- H04L2025/03566—Switching between time domain structures between different tapped delay line structures
- H04L2025/03573—Switching between time domain structures between different tapped delay line structures between recursive and non-recursive
Definitions
- the present invention relates to an equalization technique, and more particularly, to an equalization method for controlling taps to be used for equalization processing in accordance with the characteristics of a radio channel and a receiving device using the same.
- an adaptive equalizer is one of the techniques for removing waveform distortion due to multipath fading in a wireless propagation path.
- One of such adaptive equalizers is a transversal-type matched filter that inputs a received signal at the input terminal, a decision-feedback-type equalizer that removes intersymbol interference, and a demodulator that makes a decision at the output terminal. It is comprised including. Further, a plurality of tap coefficients respectively corresponding to a plurality of taps included in the matched filter are obtained by a correlator. Further, the output of the correlator is time-averaged by a loop filter for each tap coefficient, and is also input to a level detector.
- the level detector determines the output level of the loop filter in units of tap coefficients, compares the output level with the value, and for a tap coefficient having an output level equal to or higher than the threshold, uses the matched filter to determine the tap corresponding to the tap coefficient. Controlled to use. On the other hand, for a tap coefficient having an output level smaller than the threshold value in the level detector, control is performed such that a tap corresponding to the tap coefficient is not used in the matched filter (for example, see Patent Document 1). o
- Patent Document 1 Japanese Patent Application Laid-Open No. 2003-168999
- an adaptive equalizer of a type in which a transversal filter and a decision feedback equalizer are combined generally, the effect of multipath in a precursor part is mainly removed by a transversal equalizer.
- the influence of delayed multipath in the postcursor part is mainly eliminated by a decision feedback type equalizer.
- the number of taps generally required in an adaptive equalizer depends on the delay time of a delayed wave generated in a radio channel. In other words, as the delay time of the delayed wave increases, the number of taps should also increase with this.
- the delay time is shortened, the number of taps used for adaptive processing is reduced, which leads to a reduction in processing amount and power consumption.
- the delay detection becomes longer, the number of taps increases, so that deterioration of characteristics can be prevented.
- the radio channel noise power changes with time, and the time when operation or stop is determined in tap units and the time when the equalization process is actually performed are performed. If there is a deviation, it is not always possible to improve the characteristics by the control described above. On the other hand, if the operation or stop is strictly controlled in tap units to improve the characteristics, the processing may be complicated. Furthermore, the determination of tap operation or stop may not be based on the power in tap units, but may be simplified if the power in multiple taps can be handled as one parameter by statistical processing or the like.
- the present invention has been made in view of such a situation, and an object of the present invention is to simply and accurately perform processing for determining taps to be used for equalization processing in accordance with the characteristics of a wireless propagation path. And a receiving device using the same.
- the apparatus includes a receiving unit that receives a signal via a propagation path, an equalization processing unit that inputs the received signal to a plurality of taps, and performs an equalization process on the signal input to the plurality of taps, An estimation unit for estimating a delay spread of a propagation path from the obtained signal, and a determination unit for determining a tap to be used for equalization processing among a plurality of taps based on the estimated delay spread.
- taps to be used for the equalization processing are determined according to the estimated delay spread, so that the equalization capability according to the delay spread can be set.
- the determining unit may compare the estimated delay spread with a predetermined threshold value, and determine a tap to be used for equalization processing among a plurality of taps based on a result of the comparison. Good.
- the equalization processing unit inputs the received signal to some of the plurality of taps, and performs equalization processing on a signal input to the some taps from a pre-stage equalization unit and a pre-stage equalization unit. output A post-equalization unit that inputs the obtained signal to the remaining taps of the plurality of taps, and further performs a equalization process on the signal input to the remaining taps, and the determination unit uses the estimated delay spread based on the estimated delay spread.
- the operation or stop of the post-equalization unit may be determined.
- Some taps included in the pre-stage equalizer may form a linear filter
- the remaining taps included in the post-stage equalizer may form a decision feedback equalizer.
- the post-stage equalizer may include a linear filter as well as a decision feedback equalizer.
- an equalizer that performs equalization processing on a signal received through a propagation path further equalizes a pre-stage equalizer that performs equalization processing on a received signal and a signal output from the pre-stage equalizer.
- a delay equalizer for estimating the delay spread of the received signal power propagation path Based on the estimated delay spread, the operation of the latter equalizer is determined to stop.
- FIG. 1 is a diagram showing a configuration of a receiving apparatus according to a first embodiment.
- FIG. 2 is a diagram showing a delay profile estimated by a delay spread estimating unit in FIG. 1.
- FIG. 3 is a diagram showing a burst format of the communication system according to the first embodiment.
- FIG. 4 is a diagram showing a configuration of the equalizer in FIG. 1.
- FIG. 5 is a diagram showing a configuration of a linear filter unit in FIG. 4.
- FIG. 6 is a diagram showing a configuration of a DFE unit in FIG. 4.
- FIG. 7 is a diagram illustrating a configuration of an equalizer according to a second embodiment.
- FIG. 8 is a diagram showing thresholds! / And values used in a determination unit in FIG. 7.
- Embodiment 1 of the present invention relates to a wireless LAN receiver according to the IEEE802.11 standard.
- the receiver includes a linear filter and a decision feedback equalizer (hereinafter referred to as "DFE (Decision Feedback Equalizer)") to perform the equalization process, and the signal output from the linear filter is input to the DFE.
- DFE Decision Feedback Equalizer
- Both the linear filter and DFE have a configuration in which multiple taps are arranged.For the power DFE, the number of taps of the linear filter and the DFE is set so that a delayed wave with a longer delay time than that of the linear filter can be removed. T!
- the receiving apparatus When the receiving apparatus according to the present embodiment receives a burst signal from a transmitting apparatus via a radio channel, the receiving apparatus estimates a delay spread of the radio channel based on a head portion of the burst signal. Subsequently, the estimated delay spread is compared with a preset threshold, and if the delay spread is equal to or greater than the threshold, the DFE is activated. On the other hand, if the delay spread is smaller than the threshold V, which is smaller than the value, the DFE is stopped and an output signal having a linear filter power is output as an output signal of the entire equalizer.
- DFE is also used to reduce the residual distortion component of the delay wave, and if the delay spread of the wireless channel is short, the power consumption is reduced. Stop the DFE to achieve The signal output from the linear filter or DFE is subjected to CCK demodulation and despreading.
- CCK modulation unit 8 bits are defined as one unit (hereinafter, this unit is referred to as “CCK modulation unit”), and these 8 bits are named dl, d2,.
- the lower 6 bits of the CCK unit are mapped to the signal point constellation of QPSK (Quadrature Phase Shift Keying) in units of [d3, d4], [d5, d6], [d7, d8].
- the mapped phase is ( ⁇ 2, ⁇ 3, ⁇ 4).
- eight kinds of spreading codes ⁇ 1 force such as phase ⁇ 2, ⁇ 3, and ⁇ 4 force also generate ⁇ 8 as follows.
- the upper two bits [dl, d2] of the CCK modulation unit are mapped to a signal point of DQPSK (Differential encoding Quadrature Phase Shift Keying).
- the mapped phase is ⁇ 1.
- ⁇ 1 corresponds to the spread signal.
- the following eight chip signals X 0 to X 7 are generated.
- the transmitting apparatus transmits the chip signals XO and X7 in the order of X7 (hereinafter, chip signals X0 to X7).
- the time-series unit composed of is also called "CCK modulation unit".
- a signal obtained by modulating the phase of DBPSK or DQPSK is spread by a known spreading code and transmitted.
- the reception signal shown in the present embodiment is assumed to be in the form of a chip signal in principle.
- FIG. 1 shows a configuration of the receiving apparatus 100 according to the first embodiment.
- Receiving device 100 has antenna 1
- the signal includes a delay spread value 200, an equalizer input signal 202, and an equalizer output signal 204.
- the antenna 10 receives a radio frequency burst signal transmitted from a transmitter (not shown).
- the RF unit 12 converts the frequency of the received radio frequency burst signal into an intermediate frequency burst signal. In addition, it performs quadrature detection on the intermediate frequency burst signal and outputs a baseband burst signal.
- a baseband burst signal is represented by a force represented by two components, an in-phase component and a quadrature component.
- the AGC 14 automatically controls the gain so that the amplitude of the baseband burst signal falls within the dynamic range of an AD converter (not shown).
- the AD conversion converts a baseband analog signal into a digital signal and outputs a signal composed of a plurality of bits.
- the signal output from the AGC 14 is shown as an equalizer input signal 202.
- Delay spread estimating section 16 estimates a delay spread from a baseband burst signal.
- the leading portion of the burst signal is a known signal, and in the leading portion, a known signal power correlation process is performed with the received burst signal to estimate a delay profile. Further, the estimated delay profile force also estimates the delay spread.
- FIG. 2 shows an example of estimating the delay spread from the delay profile.
- FIG. 2 shows the delay profile estimated by the delay spread estimating unit 16, where the horizontal axis is the delay time and the vertical axis is the power.
- the delay time corresponding to the delay component having the strongest power is set to “delay time 0”, and the delay time difference of the “delay time 0” is shown as “delay time T”, “delay time 2 ⁇ ”.
- ⁇ indicates the time resolution for estimating the delay component of the delay profile, and is usually set to the sampling period of the AZD conversion.
- Delay time 0 The delay time difference corresponding to the preceding wave existing earlier is shown as “delay time T”, “delay time 2 ⁇ ”.
- the power of the delay component for each delay time is indicated as “Li”, and for example, the power for “delay time 0” is “LO”.
- the delay spread S estimated by the delay spread estimating unit 16 is shown as follows.
- the delay spread S estimated as described above is output as a delay spread value of 200.
- the equalizer 18 receives the equalizer input signal 202, performs an equalization process, and outputs an equalizer output signal 204.
- the equalizer 18 includes a plurality of taps, and a plurality of tap coefficients corresponding thereto are estimated by an LMS (Least Mean Squares) algorithm. Further, of the plurality of taps, the tap actually used in the equalization process is determined based on the delay spread value 200.
- LMS Least Mean Squares
- Demodulation section 60 demodulates equalizer output signal 204. If the equalizer output signal 204 is a signal that has been phase-modulated and spread, despreading and delay detection are performed, and if the equalizer output signal 204 is a CCK-modulated signal, Walsh transform is performed. Performs CCK demodulation based on! / ⁇ .
- the control unit 62 controls the timing and the like of the receiving device 100.
- FIG. 3 shows a burst format of the communication system according to the first embodiment.
- This burst format corresponds to ShortPLCP of the IEEE802.11b standard.
- the burst signal includes a preamble, a header, and a data area as shown.
- the preamble is transmitted at a transmission rate of 1 Mbps using the DBP SK modulation method
- the header is transmitted at a transmission rate of 2 Mbps using the DQPSK modulation method
- the data is transmitted at a transmission rate of 11 Mbps using the CCK modulation method.
- the preamble includes 56-bit SYNC and 16-bit SFD
- the header includes 8-bit SIGNAL, 8-bit SERVICE, 16-bit LENGTH, and 16-bit CRC.
- the length of the PSDU corresponding to the data is variable. Note that the preamble corresponds to a known signal for estimating the delay profile.
- FIG. 4 shows a configuration of the equalizer 18.
- the equalizer 18 includes a linear filter unit 20, a DFE unit 22, an LMS algorithm unit 24, a determination unit 26, and a switching unit 28.
- the signals include a filter output signal 206, a DFE input signal 208, and a tap-related signal 210.
- the linear filter section 20 has a plurality of taps, performs an equalization process on the equalizer input signal 202, and outputs a filter output signal 206. It is assumed that the time interval of the plurality of taps arranged in the linear filter unit 20 is 1Z2, which is the time interval of the chip signal. Also, tap coefficients corresponding to a plurality of taps are calculated and set by an LMS algorithm unit 24 described later at the beginning of the burst signal. Here, it is assumed that the once set tap coefficient is fixed during the period of the burst signal.
- DFE section 22 has a plurality of taps, and performs equalization processing based on decision feedback on DFE input signal 208, which is the same signal as filter output signal 206, to output the equalizer.
- Output force signal 204 It is assumed that the time interval of the plurality of taps arranged in the DFE unit 22 is the time interval of the chip signal.
- tap coefficients corresponding to a plurality of taps are calculated and set by an LMS algorithm unit 24 described later after the tap coefficients of the linear filter unit 20 are set at the head of the burst and the tap coefficients are set. .
- the tap coefficient is updated by the LMS algorithm unit 24 over the period of the burst signal.
- a signal necessary for setting the tap coefficient and updating the tap coefficient is transmitted between the LMS algorithm unit 24 and the DFE unit 22 by a tap-related signal 210.
- the LMS algorithm unit 24 includes a tap filter between the linear filter unit 20 and the DFE unit 22 as described above. Calculate the number.
- the tap coefficients for the linear filter unit 20 are calculated based on the equalizer input signal 202 and the known signal, and the tap coefficients for the DFE unit 22 are the known signal or the equalizer output signal 204 and the DFE input signal. Calculate based on signal 208.
- the determining unit 26 stores a predetermined threshold value in advance, and compares the input delay spread value 200 with the threshold value. If the delay spread value 200 is equal to or larger than the threshold value, the operation of the DFE unit 22 is determined. If the delay spread value 200 is smaller than the threshold value, the stop of the DFE unit 22 is determined. The switching unit 28 is notified of the decision.
- the switching unit 28 does not input a signal to the DFE unit 22, that is, does not actually operate the DFE unit 22. Specifically, when the DFE unit 22 is operated, the filter output signal 206 is directly input to the DFE unit 22 as the DFE input signal 208. On the other hand, when the DFE unit 22 is stopped, the filter output signal 206 is output as it is as the equalizer output signal 204 through the DFE unit 22.
- FIG. 5 shows a configuration of the linear filter unit 20.
- the linear filter unit 20 includes a first holding unit 32a, which is collectively referred to as a first delay unit 30a, an eleventh delay unit 30k, a twelfth delay unit 301, a twenty-second delay unit 30v, and a holding unit 32, which are collectively referred to as a delay unit 30.
- the second holding unit 32b, the eleventh holding unit 32k, the twelfth holding unit 321, the thirteenth holding unit 32m, the twenty-second holding unit 32v, the twenty-third holding unit 32w, and the first multiplying unit 34a collectively referred to as a multiplying unit 34
- the second multiplier 34b, the eleventh multiplier 34k, the twelfth multiplier 341, the thirteenth multiplier 34m, the twenty-second multiplier 34v, the twenty-third multiplier 34w, and the summation unit 36 are included.
- the delay unit 30 delays the equalizer input signal 202.
- the space between the two delay units 30 corresponds to the tap described above. Since 22 delay units 30 are provided as shown, the number of taps corresponds to 23.
- the delay amount in the delay unit 30 is set to 1Z2, which is the time interval of the chip signal.
- the holding unit 32 holds the tap coefficients calculated by the LMS algorithm unit 24 via! /, Na! /, And signal lines as shown. As described above, once the tap coefficient is set in the holding unit 32, it is fixed during the burst signal period.
- the multiplication unit 34 multiplies the signal output from the delay unit 30 by the tap coefficient held in the holding unit 32.
- the summation section 36 sums up the multiplication results in the multiplication section 34 and outputs a filter output signal 206.
- FIG. 6 shows a configuration of the DFE unit 22.
- the DFE unit 22 includes a first delay unit 40a, a second delay unit 40b, a third delay unit 40c, a tenth delay unit 40j, and a first holding unit 42a, commonly referred to as a holding unit 42, which are collectively referred to as a delay unit 40.
- the delay unit 40 is divided into two parts, which are divided into a feed forward tap unit (hereinafter, referred to as “FF unit”) including a first delay unit 40a and a second delay unit 40b, and a third delay unit.
- the feedback tap section (hereinafter, referred to as “FB section” t) which also has a power 40c and a tenth delay section 40j is called.
- FB section The feedback tap section
- the space between the two delay sections 40 corresponds to the tap described above. Since two delay units 40 are provided as shown in the drawing, the number of taps is three.
- the FB section one delay section 40 corresponds to the tap described above. Since eight delay units 40 are provided as shown in the figure, the number of taps is eight.
- the amount of delay in the delay unit 40 is set to the time interval of the chip signal.
- the holding unit 42 holds the tap coefficients calculated by the LMS algorithm unit 24 via! /, Na! /, And signal lines as shown. As described above, the tap coefficient to be held in the holding unit 42 is updated during the burst period.
- the multiplication unit 44 multiplies the signal output from the delay unit 40 by the tap coefficient held in the holding unit 42.
- the summation section 46 sums up the multiplication results in the multiplication section 44.
- the determination unit 48 determines the signal output from the summation unit 46. The determined signal is output to the above-described LMS algorithm unit 24 by the tap-related signal 210 and is input to the third delay unit 40c.
- the adding section 50 subtracts the signal output from the summing section 46 and the signal determined by the determining section 48 to obtain an error, and outputs the error to the above-described LMS algorithm section 24 using a tap-related signal 210. Note that the signal output from the summation section 46 is output as an equalizer output signal 204.
- Receiving apparatus 100 receives the burst signal, and delay spread estimating section 16 estimates the delay spread using the preamble included in the burst signal.
- the determination unit 26 determines the operation of the DFE unit 22 because the estimated delay spread is equal to or larger than the threshold.
- Preamble section included in the burst signal Then, the LMS algorithm unit 24 calculates tap coefficients of the linear filter unit 20 and subsequently calculates tap coefficients of the DFE unit 22.
- the linear filter section 20 equalizes the data signal and outputs a filter output signal 206, and the DFE section 22 equalizes the DFE input signal 208 identical to the filter output signal 206.
- An equalizer output signal 204 is output.
- the LMS algorithm unit 24 updates the tap coefficient of the DFE unit 22 over the data section of the burst signal.
- the delay component can be removed by the DFE even if the delay spread is large. If it is small, the DFE will not operate, which can reduce power consumption.
- the operation of the DFE since the operation of the DFE is determined only by the delay spread, the operation of the DFE can be easily determined. Also, since the operation of the entire DFE is controlled without controlling the operation in tap units, control becomes easy.
- taps to be used for the equalization processing are determined based on the delay spread estimated from the received signal.
- the operation or stop of the entire DFE is determined instead of determining the operation or stop in tap units.
- FIG. 7 shows a configuration of the equalizer 18 according to the second embodiment.
- the equalizer 18 in FIG. 7 has the same configuration as that of the equalizer 18 in FIG. 4 except that the DFE section 22 is omitted.
- the second delay section 30b and the 21st delay section 30u are different from the linear filter section 20 in FIG. ,
- a third holding unit 32c, and a third multiplying unit 34c are illustrated.
- the operations of the delay unit 30, the holding unit 32, the multiplication unit 34, and the summation unit 36 are the same as those described so far, and a description thereof will be omitted.
- the determination unit 26 stores a predetermined threshold value in advance, as in the determination unit 26 of FIG. 4, and compares the input delay spread value 200 with the threshold value.
- the threshold values are stored in a plurality of levels, and the number of taps to be used in the equalization processing, that is, the delay unit 30, the holding unit 32 , The number of multipliers 34 is adjusted.
- FIG. 8 shows threshold values used in the determination unit 26.
- the threshold for delay spread is indicated by "A" to "E", and "A" to "E” ”In this order.
- the figure also shows the number of delay units 30 corresponding to the case in which the threshold value is exceeded.
- delay spread value 200 is greater than or equal to threshold value “A”
- 22 delay units 30 are used, and first delay unit 30a to 22nd delay unit 30v are used.
- 21 delay units 30 are used, and the first delay unit 30a to the 21st delay unit 3 Ou are used. .
- the operation or stop of the tap is determined in tap units, so that the operation of the equalizer can be optimized according to the characteristics of the radio channel.
- the receiving apparatus 100 is used for a wireless LAN compliant with the IEEE 802.11b standard.
- the present invention is not limited to this, and may be used for, for example, a mobile phone system, particularly a third-generation mobile phone system, or a wireless LAN compliant with standards such as IEEE802.11b other than the IEEE802.11b standard.
- the present invention can be applied to various wireless systems. That is, the present invention is applied to a wireless system used in an environment where the characteristics of the wireless propagation path located between the transmitting side and the receiving side fluctuate.
- the linear filter unit 20 is applied as the equalizer 18, and in the second embodiment of the present invention, the linear filter unit 20 is applied as the equalizer 18 did.
- the present invention is not limited thereto, and for example, MLSE (Maximum Likelihood Sequence Estimation) alone or a combination of the MLSE and the DFE unit 22 may be applied as the equalizer 18.
- MLSE Maximum Likelihood Sequence Estimation
- various types of equalizers can be applied as the equalizer 18. That is, the type of the equalizer used as the equalizer 18 may be arbitrarily selected according to the characteristics of the radio channel on which the receiving device 100 is to be used.
- the operation or stop of the DFE unit 22 is determined according to the delay spread value 200, and in the second embodiment of the present invention, the equalization process is performed according to the delay spread value 200.
- the tap to be used is determined.
- the present invention is not limited to this.
- the operation or stop of the DFE unit 22 is determined, and the DFE unit 22 is used for equalization processing. May be executed in combination. That is, in the configuration like the equalizer 18 in FIG. 3, if the value is equal to or more than the first threshold value, the operation or stop of the DFE unit 22 is determined, and a plurality of values are set with a value smaller than the first threshold value.
- taps to be used for equalization processing are determined based on the relationship between the delay spread value 200 and the plurality of thresholds.
- finer settings can be made according to the characteristics of the wireless propagation path. That is, the setting may be made in accordance with the characteristics of the wireless channel in which the receiving device 100 is to be used.
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JPH01258511A (ja) * | 1988-04-08 | 1989-10-16 | Matsushita Electric Ind Co Ltd | 適応等化装置 |
JPH11261457A (ja) * | 1998-03-10 | 1999-09-24 | Hitachi Ltd | 波形等化処理方法 |
JP2001177451A (ja) * | 1999-12-15 | 2001-06-29 | Matsushita Electric Ind Co Ltd | データ受信装置 |
JP2002198869A (ja) * | 2000-11-07 | 2002-07-12 | Stmicroelectronics Nv | 情報送信チャネルのインパルス応答を推定する方法 |
JP2003318789A (ja) * | 2002-04-25 | 2003-11-07 | Matsushita Electric Ind Co Ltd | 等化装置及び等化方法 |
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JPH0750863B2 (ja) * | 1987-09-25 | 1995-05-31 | 日本電気株式会社 | 受信器 |
JP3116982B2 (ja) * | 1991-11-18 | 2000-12-11 | 日本電気株式会社 | 自動等化器 |
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JPH01258511A (ja) * | 1988-04-08 | 1989-10-16 | Matsushita Electric Ind Co Ltd | 適応等化装置 |
JPH11261457A (ja) * | 1998-03-10 | 1999-09-24 | Hitachi Ltd | 波形等化処理方法 |
JP2001177451A (ja) * | 1999-12-15 | 2001-06-29 | Matsushita Electric Ind Co Ltd | データ受信装置 |
JP2002198869A (ja) * | 2000-11-07 | 2002-07-12 | Stmicroelectronics Nv | 情報送信チャネルのインパルス応答を推定する方法 |
JP2003318789A (ja) * | 2002-04-25 | 2003-11-07 | Matsushita Electric Ind Co Ltd | 等化装置及び等化方法 |
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US10554452B2 (en) | 2018-03-22 | 2020-02-04 | Toshiba Memory Corporation | Electronic device and method of receiving data |
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