JPH09246983A - Digital signal processor - Google Patents
Digital signal processorInfo
- Publication number
- JPH09246983A JPH09246983A JP5122396A JP5122396A JPH09246983A JP H09246983 A JPH09246983 A JP H09246983A JP 5122396 A JP5122396 A JP 5122396A JP 5122396 A JP5122396 A JP 5122396A JP H09246983 A JPH09246983 A JP H09246983A
- Authority
- JP
- Japan
- Prior art keywords
- signal
- digital
- component
- frequency axis
- noise
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
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- Compression, Expansion, Code Conversion, And Decoders (AREA)
Abstract
Description
【0001】[0001]
【発明の属する技術分野】本発明はディジタル信号処理
装置に関し、特にディジタル信号伝送系で発生するノイ
ズを除去するディジタル信号処理装置に関する。BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a digital signal processing device, and more particularly to a digital signal processing device for removing noise generated in a digital signal transmission system.
【0002】[0002]
【従来の技術】信号レベルが変動し、ノイズの多い伝送
路での、例えばRZ(リターンツウゼロ)信号等の直流
分が多く、必要伝送帯域が広くて、ノイズやレベル変動
に弱い信号形式のディジタル信号伝送については、ノイ
ズ除去技術とともにレベル変動対策が重要である。2. Description of the Related Art In a signal line in which a signal level fluctuates and has a lot of noise, for example, a DC component such as an RZ (return to zero) signal is large, a required transmission band is wide, and a signal format is weak against noise and level fluctuation For digital signal transmission, it is important to take measures against level fluctuation as well as noise reduction technology.
【0003】近年、LSI技術の発展にともない、FF
T(高速フーリエ変換)用のLSIが容易に入手できる
ようになったほか、ゲートアレーでも容易にFFT回路
を製作できるようになった。In recent years, with the development of LSI technology, FF
LSIs for T (Fast Fourier Transform) can be easily obtained, and FFT circuits can be easily manufactured with gate arrays.
【0004】特開平1−257224号公報には、高速
フーリエ変換及び逆高速フーリエ変換を利用したディジ
タル信号のノイズ除去技術が示唆されている。特開平1
−257224号公報に示された従来のノイズ除去装置
の例を図4に示す。Japanese Unexamined Patent Publication No. 1-257224 suggests a noise elimination technique for a digital signal using a fast Fourier transform and an inverse fast Fourier transform. JP 1
FIG. 4 shows an example of a conventional noise removing device disclosed in Japanese Patent Publication No. 257224.
【0005】図4において、時系列信号である入力ディ
ジタル信号を高速フーリエ変換部3で周波数成分(周波
数軸信号)にフーリエ展開する。ディジタル(時系列)
信号は周波数成分(周波数軸信号)に展開すると、その
基本周波数(クロック周波数)の高調波成分で構成され
る離散信号(信号成分)となる。In FIG. 4, an input digital signal which is a time-series signal is Fourier expanded into a frequency component (frequency axis signal) by a fast Fourier transform unit 3. Digital (time series)
When the signal is expanded into frequency components (frequency axis signals), it becomes discrete signals (signal components) composed of harmonic components of the fundamental frequency (clock frequency).
【0006】すなわち、基本周波数の高調波成分の近辺
以外には信号成分が存在しないので、図5の左側に示す
ように、フーリエ変換処理された信号から、各高調波成
分を抜き出すウインドウ(図5の中央の破線で示す)を
例えばディジタルの櫛型フィルタを使って作り出し、高
周波成分抽出部6にてN次高調波ウインドウ処理(高調
波信号成分の抽出)を行った後、逆高速フーリエ変換部
5で逆フーリエ変換処理を行って元のディジタル(時系
列)信号を回復する(図5の右側)。That is, since there is no signal component except near the harmonic component of the fundamental frequency, as shown on the left side of FIG. 5, a window for extracting each harmonic component from the Fourier-transformed signal (see FIG. 5). (Indicated by a broken line in the center of) is created by using, for example, a digital comb filter, and the high-frequency component extraction unit 6 performs Nth-order harmonic window processing (extraction of harmonic signal components), and then the inverse fast Fourier transform unit. Inverse Fourier transform processing is performed at 5 to restore the original digital (time series) signal (right side of FIG. 5).
【0007】上述の如く、フーリエ変換されたディジタ
ル(時系列)信号(周波数軸信号)は、基本周波数の高
調波成分の近辺にのみ存在するので、図5の破線で示し
たウインドウ以外に存在する成分はすべてノイズ成分と
考えることができる。従って、N次高調波ウインドウ処
理を行った後、逆フーリエ変換処理を行って復元したデ
ィジタル(時系列)信号は、ノイズが完全に除去されて
いるはずである。As described above, the Fourier-transformed digital (time series) signal (frequency axis signal) exists only in the vicinity of the harmonic component of the fundamental frequency, and therefore exists outside the window shown by the broken line in FIG. All components can be considered noise components. Therefore, noise should be completely removed from the digital (time series) signal restored by performing the inverse Fourier transform process after performing the Nth harmonic window process.
【0008】しかし、Nは有限となる(無限に多くの高
調波を抜き出すウインドウを作ることは実用上できな
い)ので、復元したディジタル(時系列)信号は、多少
波形がなまっていわゆるローパス特性を持つことは避け
られない。However, since N is finite (it is practically impossible to make a window for extracting infinitely many harmonics), the restored digital (time-series) signal has a so-called low-pass characteristic with a slightly blunted waveform. It is inevitable.
【0009】[0009]
【発明が解決しようとする課題】図4に示した特開平1
−257224号公報に記載されたディジタル信号処理
装置の場合、高調波成分抽出部が信号本線中に挿入され
るため、復元されたディジタル信号の波形がなまる問題
があり、さらに信号のレベル変動に対する考慮もない。DISCLOSURE OF THE INVENTION Problems to be Solved by the Invention
In the case of the digital signal processing device described in Japanese Patent Application Laid-Open No. 257224/1998, since the harmonic component extraction unit is inserted in the signal main line, there is a problem that the waveform of the restored digital signal becomes dull, and further the level fluctuation of the signal There is no consideration.
【0010】本発明の目的は、高調波成分抽出部が信号
本線に入らず、レベル変動に対しても考慮したディジタ
ル信号処理装置を提供することである。It is an object of the present invention to provide a digital signal processing device in which the harmonic component extraction unit does not enter the signal main line and the level fluctuation is taken into consideration.
【0011】[0011]
【課題を解決するための手段】本発明によるディジタル
信号処理装置は、入力されたディジタル時系列信号を周
波数軸信号にフーリエ展開するフーリエ変換手段と、前
記周波数軸信号から信号成分を除去し、ノイズ成分を抽
出するノイズ成分抽出手段と、前記周波数軸信号から前
記ノイズ成分を減算するノイズ減算手段と、前記ノイズ
成分を減算された前記周波数軸信号を逆フーリエ変換し
て前記ディジタル時系列信号を復元する逆フーリエ変換
手段とを含むことを特徴とする。A digital signal processing apparatus according to the present invention comprises a Fourier transform means for performing a Fourier expansion of an input digital time-series signal into a frequency axis signal and a noise component for removing a signal component from the frequency axis signal. Noise component extraction means for extracting a component, noise subtraction means for subtracting the noise component from the frequency axis signal, and inverse Fourier transform of the frequency axis signal from which the noise component has been subtracted to restore the digital time series signal And an inverse Fourier transform means for performing the inverse Fourier transform.
【0012】本発明によるディジタル信号処理装置は、
さらに、前記周波数軸信号から前記信号成分の基本周波
数成分を抽出する信号成分抽出手段と、この抽出された
基本周波数成分を用いて前記ディジタル時系列信号ある
いは前記周波数軸信号の利得を制御して信号成分のレベ
ルが一定になる様に制御する利得制御手段とを含むこと
を特徴としている。The digital signal processing device according to the present invention comprises:
Further, a signal component extracting means for extracting a fundamental frequency component of the signal component from the frequency axis signal, and a signal by controlling the gain of the digital time series signal or the frequency axis signal using the extracted fundamental frequency component Gain control means for controlling the level of the component to be constant is included.
【0013】[0013]
【発明の実施の形態】本発明の作用は次の通りである。
ディジタル(時系列)信号を高速フーリエ変換し、高速
フーリエ変換された周波数軸信号から高調波成分を抽出
してそのレベルを検出し、可変利得回路を制御してレベ
ル変動を除去するとともに、周波数軸信号から信号(高
調波)成分を除去した後、周波数軸信号から減算し、逆
高速フーリエ変換することによりディジタル(時系列)
信号を復元する。DESCRIPTION OF THE PREFERRED EMBODIMENTS The operation of the present invention is as follows.
Fast Fourier transform of a digital (time series) signal is performed, the harmonic component is extracted from the frequency axis signal subjected to the fast Fourier transform, the level is detected, and the variable gain circuit is controlled to remove the level fluctuation and Digital (time series) by removing the signal (harmonic) component from the signal, subtracting it from the frequency axis signal, and performing inverse fast Fourier transform
Restore the signal.
【0014】以下に、本発明の実施例について図面を参
照して説明する。An embodiment of the present invention will be described below with reference to the drawings.
【0015】図1は本発明によるディジタル信号処理装
置の実施例の構成を示すブロック図であり、図3はノイ
ズ除去機能の説明図であって、図5と同等部分は同一符
号にて示している。なお、重複する説明は省略する。FIG. 1 is a block diagram showing a configuration of an embodiment of a digital signal processing device according to the present invention, FIG. 3 is an explanatory diagram of a noise removing function, and the same parts as those in FIG. There is. In addition, overlapping description is omitted.
【0016】図1において、RZ入力ディジタル(時系
列)信号(図3(a))はアナログ信号レベル制御部1に
加わる。アナログ信号レベル制御部1は、入力ディジタ
ル(時系列)信号のアナログ信号としての信号レベル
を、電気的に直線制御できる利得制御回路である。In FIG. 1, an RZ input digital (time series) signal (FIG. 3A) is applied to an analog signal level control section 1. The analog signal level control unit 1 is a gain control circuit capable of electrically linearly controlling the signal level of an input digital (time series) signal as an analog signal.
【0017】アナログ信号レベル制御部1で利得制御さ
れた信号は、高速フーリエ変換部3でフーリエ展開(変
換)されることにより、ディジタル(時系列)信号が周
波数領域の成分(周波数軸信号)に展開される。周波数
成分検出部2は例えばディジタルフィルタで、フーリエ
展開された周波数軸信号から基本周波数の成分を抽出
し、その基本周波数成分のレベルが常に一定となるよう
にアナログ信号レベル制御部1を制御する。The signal whose gain has been controlled by the analog signal level control unit 1 is subjected to Fourier expansion (transformation) by the fast Fourier transform unit 3 so that a digital (time series) signal becomes a frequency domain component (frequency axis signal). Be expanded. The frequency component detection unit 2 is, for example, a digital filter, extracts a fundamental frequency component from the frequency axis signal subjected to Fourier expansion, and controls the analog signal level control unit 1 so that the level of the fundamental frequency component is always constant.
【0018】すなわち、予め設定されている閾値レベル
と抽出信号成分とのレベルを比較し、この差が零となる
様にフィードバック制御を行うものである。That is, the preset threshold level is compared with the level of the extracted signal component, and feedback control is performed so that this difference becomes zero.
【0019】一方、さらに周波数成分検出部2は例えば
ディジタルの櫛型フィルタによって、周波数軸信号から
逆に高調波成分(信号成分)を除去した(上述のように
ノイズ成分だけを含んだ)信号を作り、減算器部4で高
速フーリエ変換部3の出力のフーリエ展開された周波数
軸信号から減算する。On the other hand, the frequency component detecting section 2 further removes a harmonic component (signal component) from the frequency axis signal by a digital comb filter, for example, to remove the signal (including only the noise component as described above). Then, the subtracter unit 4 subtracts it from the Fourier-developed frequency axis signal output from the fast Fourier transform unit 3.
【0020】従って、ここでノイズ成分が減算され、除
去される(図3(b))。後、逆高速フーリエ変換部5で
ディジタル(時系列)信号を復元すると、ノイズが除去
され、レベル変動も除去されたディジタル(時系列)信
号(図3(c))が忠実に復元される。Therefore, the noise component is subtracted and removed here (FIG. 3 (b)). Thereafter, when the inverse fast Fourier transform unit 5 restores the digital (time series) signal, noise is removed, and the digital (time series) signal from which the level fluctuation is also removed (FIG. 3C) is faithfully restored.
【0021】図1に示した本発明の実施例の場合は、ア
ナログ信号レベル制御部1の出力(信号)レベルが一定
となるように、周波数成分検出部2からフィードバック
制御されるので、高速フーリエ変換部3の入力ダイナミ
ックレンジいっぱいを効率よく使える(入力ディジタル
信号レベルが一定になるように制御されているので、入
力ディジタル信号レベルを入力ダイナミックレンジとほ
ぼ同じに選ぶことができる)ので、精度の高い高速フー
リエ変換が可能だが、アナログ信号レベル制御部1にア
ナログ利得制御回路(ディジタル回路に比べ若干不安定
要素がある)が残ることとなる他、LSI化が難しい。In the case of the embodiment of the present invention shown in FIG. 1, since the frequency component detector 2 performs feedback control so that the output (signal) level of the analog signal level controller 1 becomes constant, the fast Fourier transform is performed. Since the full input dynamic range of the conversion unit 3 can be used efficiently (the input digital signal level is controlled to be constant, the input digital signal level can be selected to be almost the same as the input dynamic range). Although a high fast Fourier transform is possible, an analog gain control circuit (having some unstable elements as compared with a digital circuit) remains in the analog signal level control unit 1 and it is difficult to realize an LSI.
【0022】図2に示した本発明の他の実施例の場合
は、RZ入力ディジタル信号は直接(信号レベル変動を
含んだまま)高速フーリエ変換部1に加わるので、信号
レベル変動を考慮しても入力ダイナミックレンジを越え
ないように、高速フーリエ変換部1の入力ディジタル信
号レベルを選ぶ必要があるので、ダイナミックレンジの
使用効率が落ちることは止むを得ないが、周波数成分検
出部2で基本周波数成分の信号レベルを検出して、この
信号レベルが設定レベルと同一になる様にディジタル信
号乗算器部7でディジタル的に信号レベル変動を補正す
ることにより、アナログ回路の不安定要素を除去でき、
LSI化も容易となる。In the case of another embodiment of the present invention shown in FIG. 2, since the RZ input digital signal is directly added to the fast Fourier transform unit 1 (while the signal level variation is included), the signal level variation is taken into consideration. Since it is necessary to select the input digital signal level of the fast Fourier transform unit 1 so as not to exceed the input dynamic range, the use efficiency of the dynamic range is unavoidably lowered, but the frequency component detection unit 2 causes the fundamental frequency to decrease. The unstable element of the analog circuit can be removed by detecting the signal level of the component and digitally correcting the signal level fluctuation in the digital signal multiplier section 7 so that this signal level becomes equal to the set level.
It can be easily integrated into an LSI.
【0023】[0023]
【発明の効果】以上説明したように本発明は、ノイズ除
去のためのフーリエ展開後の、信号波形になまりをもた
らす高調波成分抽出部が信号本線に入らず、レベル変動
に対してもフーリエ展開して信号成分のレベルを抽出し
て信号レベルを補正することにより、精度の良い、レベ
ル変動を除去された、ノイズ除去回路を得ることができ
る効果がある。As described above, according to the present invention, after the Fourier expansion for noise removal, the harmonic component extraction unit that causes rounding of the signal waveform does not enter the signal main line, and Fourier expansion is performed even for level fluctuations. By extracting the level of the signal component and correcting the signal level, it is possible to obtain a highly accurate noise removal circuit from which level fluctuations have been removed.
【図1】本発明の実施例のブロック図である。FIG. 1 is a block diagram of an embodiment of the present invention.
【図2】本発明の他の実施例のブロック図である。FIG. 2 is a block diagram of another embodiment of the present invention.
【図3】ノイズ除去方法の説明図である。FIG. 3 is an explanatory diagram of a noise removal method.
【図4】従来のフーリエ変換を利用したノイズ除去回路
の一例を示すブロック図である。FIG. 4 is a block diagram showing an example of a conventional noise removal circuit using Fourier transform.
【図5】従来のフーリエ変換を利用したノイズ除去回路
の動作を説明する図である。FIG. 5 is a diagram for explaining the operation of a conventional noise removal circuit using Fourier transform.
1 アナログ信号レベル制御部 2 周波数成分検出部 3 高速フーリエ変換部 4 減算器部 5 逆高速フーリエ変換部 7 ディジタル信号乗算器部 1 analog signal level control unit 2 frequency component detection unit 3 fast Fourier transform unit 4 subtractor unit 5 inverse fast Fourier transform unit 7 digital signal multiplier unit
Claims (3)
数軸信号にフーリエ展開するフーリエ変換手段と、前記
周波数軸信号から信号成分を除去し、ノイズ成分を抽出
するノイズ成分抽出手段と、前記周波数軸信号から前記
ノイズ成分を減算するノイズ減算手段と、前記ノイズ成
分を減算された前記周波数軸信号を逆フーリエ変換して
前記ディジタル時系列信号を復元する逆フーリエ変換手
段とを含むことを特徴とするディジタル信号処理装置。1. A Fourier transform means for performing a Fourier expansion of an input digital time series signal into a frequency axis signal, a noise component extracting means for removing a signal component from the frequency axis signal and extracting a noise component, and the frequency axis. It is characterized by including noise subtraction means for subtracting the noise component from the signal, and inverse Fourier transform means for inverse Fourier transforming the frequency axis signal from which the noise component is subtracted to restore the digital time series signal. Digital signal processor.
成分の基本周波数成分を抽出する信号成分抽出手段と、
この抽出された基本周波数成分を用いて前記ディジタル
時系列信号あるいは前記周波数軸信号の利得を制御して
信号成分のレベルが一定になる様に制御する利得制御手
段とを含むことを特徴とする請求項1記載のディジタル
信号処理装置。2. A signal component extracting means for extracting a fundamental frequency component of the signal component from the frequency axis signal,
Gain control means for controlling the gain of the digital time series signal or the frequency axis signal using the extracted fundamental frequency component so that the level of the signal component becomes constant. Item 1. The digital signal processing device according to Item 1.
分抽出手段がディジタル櫛型フィルタで構成されること
を特徴とする請求項1あるいは2記載のディジタル信号
処理装置。3. The digital signal processing apparatus according to claim 1, wherein the noise component extracting means and the signal component extracting means are constituted by digital comb filters.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP5122396A JPH09246983A (en) | 1996-03-08 | 1996-03-08 | Digital signal processor |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP5122396A JPH09246983A (en) | 1996-03-08 | 1996-03-08 | Digital signal processor |
Publications (1)
Publication Number | Publication Date |
---|---|
JPH09246983A true JPH09246983A (en) | 1997-09-19 |
Family
ID=12880951
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP5122396A Withdrawn JPH09246983A (en) | 1996-03-08 | 1996-03-08 | Digital signal processor |
Country Status (1)
Country | Link |
---|---|
JP (1) | JPH09246983A (en) |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR100462611B1 (en) * | 2002-06-27 | 2004-12-20 | 삼성전자주식회사 | Audio coding method with harmonic extraction and apparatus thereof. |
JP2005233681A (en) * | 2004-02-17 | 2005-09-02 | Jms Co Ltd | Pressure measuring system and pressure measurement method |
KR100684029B1 (en) * | 2005-09-13 | 2007-02-20 | 엘지전자 주식회사 | Method for generating harmonics using fourier transform and apparatus thereof, method for generating harmonics by down-sampling and apparatus thereof and method for enhancing sound and apparatus thereof |
JP2010188170A (en) * | 2010-05-24 | 2010-09-02 | Jms Co Ltd | Hemodialyzer |
-
1996
- 1996-03-08 JP JP5122396A patent/JPH09246983A/en not_active Withdrawn
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR100462611B1 (en) * | 2002-06-27 | 2004-12-20 | 삼성전자주식회사 | Audio coding method with harmonic extraction and apparatus thereof. |
JP2005233681A (en) * | 2004-02-17 | 2005-09-02 | Jms Co Ltd | Pressure measuring system and pressure measurement method |
KR100684029B1 (en) * | 2005-09-13 | 2007-02-20 | 엘지전자 주식회사 | Method for generating harmonics using fourier transform and apparatus thereof, method for generating harmonics by down-sampling and apparatus thereof and method for enhancing sound and apparatus thereof |
JP2010188170A (en) * | 2010-05-24 | 2010-09-02 | Jms Co Ltd | Hemodialyzer |
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