JPH11331299A - 64qam, 256qam modulation analysis method - Google Patents

64qam, 256qam modulation analysis method

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Publication number
JPH11331299A
JPH11331299A JP10135009A JP13500998A JPH11331299A JP H11331299 A JPH11331299 A JP H11331299A JP 10135009 A JP10135009 A JP 10135009A JP 13500998 A JP13500998 A JP 13500998A JP H11331299 A JPH11331299 A JP H11331299A
Authority
JP
Japan
Prior art keywords
gain
symbol point
amplitude
value
phase
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.)
Granted
Application number
JP10135009A
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Japanese (ja)
Other versions
JP3819592B2 (en
Inventor
Michiaki Arai
通明 新井
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Advantest Corp
Original Assignee
Advantest Corp
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Priority to JP13500998A priority Critical patent/JP3819592B2/en
Publication of JPH11331299A publication Critical patent/JPH11331299A/en
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Publication of JP3819592B2 publication Critical patent/JP3819592B2/en
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Expired - Fee Related legal-status Critical Current

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Abstract

PROBLEM TO BE SOLVED: To attain analysis of 64 point QAM modulation. SOLUTION: A maximum amplitude and a minimum amplitude of base band I, Q input signals are retrieved (S5), a gain is decided so that the minimum amplitude is in matching with a minimum amplitude of 1st to 9th amplitudes taken in a 64 point QAM signal space (S6), the gain is multiplied with each symbol point string (S7), the symbol point string is phase-rotated by πi/256 rad each to produce an ideal symbol point string (S10). The correlation between this string and the original input symbol point string is obtained till an angle πi/256 reaches π/4, and the gain is decided so that the minimum amplitude is in matching with a 2nd standard amplitude (S15). Whether or not the product of the gain and the maximum amplitude is larger than a sum of a prescribed value to the standard maximum amplitude is discriminated (S17), and when larger, the phase rotation at that time is given to an input symbol to obtain a frequency error.

Description

【発明の詳細な説明】DETAILED DESCRIPTION OF THE INVENTION

【0001】[0001]

【発明の属する技術分野】この発明は64QAM変調、
256QAM変調の変調解析を行う方法に関する。
The present invention relates to 64QAM modulation,
The present invention relates to a method of performing modulation analysis of 256QAM modulation.

【0002】[0002]

【従来の技術】図3に従来の技術を示す。入力端子11
からの入力信号はダウンコンバータ12において、局部
発信器13からの局部信号により中間周波信号に変換さ
れる。この中間周波信号の中間周波数は、後段のAD変
換器での変換可能な周波数であり、かつ変調信号の変調
帯域をもつものである。この中間周波信号は帯域通過フ
ィルタ14により、次段のAD変換器15でアリアジン
グが生じないように帯域制限されて、AD変換器15で
デジタル信号に変換され、このデジタル信号はローカル
信号発生器16からの余弦波と正弦波のデジタルローカ
ル信号と乗算器17,18で乗算され、更に低域通過フ
ィルタ21,22に通されてベースバンド信号、いわゆ
るI,Q信号に変換される。なお正弦波のローカル信号
は移相器19により余弦波のローカル信号が90度移相
されて得られる。このデジタル信号処理部分はソフトウ
エア処理、又はハードウエア処理の何れかで行われる。
このようにして行われたベースバンドのI,Q信号はD
SP(デジタルシグナルプロセッサ)などよりなる変調
解析部23で、周波数誤差推定、変調精度などの変調解
析が行われる。この変調解析部23の具体的手法は例え
ば1993年2月16日発行米国特許第5,187,7
19号明細書、特に第15図を参照しての説明に示され
ている。
2. Description of the Related Art FIG. Input terminal 11
Is converted into an intermediate frequency signal in the down converter 12 by the local signal from the local oscillator 13. The intermediate frequency of this intermediate frequency signal is a frequency that can be converted by a subsequent AD converter and has a modulation band of a modulation signal. This intermediate frequency signal is band-limited by a band-pass filter 14 so that aliasing does not occur in an AD converter 15 at the next stage, and is converted into a digital signal by the AD converter 15, and this digital signal is converted into a local signal generator. The digital local signal of the cosine wave and the sine wave from 16 is multiplied by multipliers 17 and 18 and further passed through low-pass filters 21 and 22 to be converted into baseband signals, so-called I and Q signals. The local signal of the sine wave is obtained by phase-shifting the local signal of the cosine wave by 90 degrees by the phase shifter 19. This digital signal processing portion is performed by either software processing or hardware processing.
The baseband I and Q signals performed in this way are D
A modulation analysis unit 23 including an SP (Digital Signal Processor) performs frequency error estimation and modulation analysis such as modulation accuracy. A specific method of the modulation analysis unit 23 is described in, for example, US Pat. No. 5,187,7 issued on Feb. 16, 1993.
No. 19, particularly in the description with reference to FIG.

【0003】[0003]

【発明が解決しようとする課題】変調解析を正しく行う
ためには、ローカル信号発生器16のローカル信号が、
送信信号における直交変調の際のローカル信号と位相を
同期させる必要がある。受信信号がシンクワードのよう
な既知のデータパターンによる変調であれば、この既知
データパターンを頼りに、受信側のローカル信号の位相
を送信側のそれに同期させることができる。しかし計測
器の場合は一般にそのデータパターンが解っていない場
合があり、そのような場合にも測定ができることが要求
される。
In order to perform the modulation analysis correctly, the local signal of the local signal generator 16 must be
It is necessary to synchronize the phase with the local signal at the time of quadrature modulation in the transmission signal. If the received signal is modulated by a known data pattern such as a sync word, the phase of the local signal on the receiving side can be synchronized with that on the transmitting side by relying on the known data pattern. However, in the case of a measuring instrument, its data pattern may not be generally understood, and it is required that measurement can be performed in such a case.

【0004】また変調解析を行う場合、受信信号を復調
して、復調データから理想変調信号を作成する必要があ
る。QPSK変調の場合、シンボル点がとり得る位相
は、図4Aに示すように、45°、135°、−45
°、−135°の4通りしかないので、最初の受信シン
ボル点を強制的に、この4点のうちどれかに合わせ込む
ことによって、理想変調信号は作成できる。送信パター
ンと復調パターンが一致していない場合でも、変調解析
は可能である。
When performing modulation analysis, it is necessary to demodulate a received signal and create an ideal modulated signal from the demodulated data. In the case of QPSK modulation, the possible phases of the symbol points are 45 °, 135 °, −45 °, as shown in FIG. 4A.
° and -135 °, so that the ideal modulation signal can be created by forcibly adjusting the first received symbol point to one of these four points. Even if the transmission pattern and the demodulation pattern do not match, modulation analysis is possible.

【0005】ローカル信号の位相が送信側のそれと一致
していないと、シンボル点の位相が例えば図4Bに示す
ようにずれてしまう。QPSK変調の場合は、シンボル
点がとり得る位相は図4Aに示したように、4つの位相
しかないから最初の受信シンボル点を、図4Aの1つに
合わせ込むことにより図4Aに示した信号点配置になる
ため、理想変調信号を作成することができる。更に、Q
PSK変調の場合は、シンボル点の位相情報のみで復調
することができ、振幅情報は無視でき、振幅情報の合わ
せ込みを行う必要がない。
If the phase of the local signal does not match that of the transmitting side, the phase of the symbol point will be shifted, for example, as shown in FIG. 4B. In the case of QPSK modulation, the possible phase of a symbol point is only four phases as shown in FIG. 4A, so that the first received symbol point is adjusted to one of FIG. 4A to obtain the signal shown in FIG. 4A. Because of the point arrangement, an ideal modulation signal can be created. Furthermore, Q
In the case of PSK modulation, demodulation can be performed only with phase information of a symbol point, amplitude information can be ignored, and it is not necessary to perform amplitude information matching.

【0006】しかし、64QAM変調の信号空間は図5
Aに示すように定義されている。送信側と受信側とのロ
ーカル信号の位相だけがずれても、例えば図5Bに示す
ようになる。この時、受信側では、位相のみずれている
のか振幅もずれているのか、不明である上に、位相のみ
ずれていると仮定しても、そのずれ量がわからないと、
ただその最初の受信シンボルの振幅から、その振幅でと
り得るいずれかの位相に合わせただけでは、図5Aの信
号点配置となる場合の方が少なく、復調をすることがで
きない。
However, the signal space of 64QAM modulation is shown in FIG.
A is defined as shown in FIG. Even if only the phases of the local signals on the transmitting side and the receiving side are shifted, for example, the result is as shown in FIG. 5B. At this time, on the receiving side, it is unknown whether only the phase is shifted or the amplitude is also shifted, and even if it is assumed that only the phase is shifted, if the shift amount is not known,
However, if only the phase of the first received symbol is adjusted to one of the possible phases at that amplitude, the signal point arrangement shown in FIG. 5A is less likely to occur, and demodulation cannot be performed.

【0007】64QAM変調ではシンボル点の位相情報
のみならず、振幅情報も復調に必要となるため、受信信
号が既知のデータパターンをもつものでないと、変調解
析を行うことが困難であった。
In 64QAM modulation, not only phase information of a symbol point but also amplitude information is required for demodulation. Therefore, it is difficult to perform modulation analysis unless the received signal has a known data pattern.

【0008】[0008]

【課題を解決するための手段】この発明によれば、入力
信号のシンボル点における振幅の最大値と最小値を検出
し、その検出した最小値(又は最大値)と規定値とから
利得を決定し、その利得を入力信号のシンボル点の振幅
に乗算し、その利得が乗算された入力信号のシンボル点
列の位相を所定量回転させ、その位相回転された入力信
号のシンボル点列を復調して、理想シンボル点列を求
め、その理想シンボル点列と、位相回転された入力信号
のシンボル点列と相互相関を求め、所定量の位相回転が
π/4ラジアンになるまで、シンボル点の位相回転と、
理想シンボル点列の生成と、相互相関を求めることを繰
返す。
According to the present invention, a maximum value and a minimum value of an amplitude at a symbol point of an input signal are detected, and a gain is determined from the detected minimum value (or maximum value) and a specified value. The gain is multiplied by the amplitude of the symbol point of the input signal, the phase of the symbol point sequence of the input signal multiplied by the gain is rotated by a predetermined amount, and the symbol point sequence of the phase-rotated input signal is demodulated. Then, an ideal symbol point sequence is obtained, a cross-correlation between the ideal symbol point sequence and the symbol point sequence of the phase-rotated input signal is obtained, and the phase of the symbol point is kept until a predetermined amount of phase rotation becomes π / 4 radian. Rotation and
The generation of the ideal symbol point sequence and the calculation of the cross-correlation are repeated.

【0009】入力信号中に、64QAM又は256QA
Mの信号空間における最小値(又は最大値)が含まれて
いない場合があるから、検出した最小値(又は最大値)
と信号空間から求まる規定振幅の最小値(最大値)から
2番目の規定値とから利得を求め、この利得を検出した
最大値(又は最小値)に対し乗算し、その乗算値が(最
大値(又は最小値)+許容値)を越えないか、つまりし
きい値を越えないかを調べ、しきい値を越えていれば、
相互相関値が最大と対応する位相と利得を用いて周波数
誤差の推定を行う。
In the input signal, 64QAM or 256QA
Since the minimum value (or maximum value) in the signal space of M may not be included, the detected minimum value (or maximum value)
And a second specified value from the minimum value (maximum value) of the specified amplitude obtained from the signal space, and a gain is multiplied by the detected maximum value (or minimum value). (Or minimum value) + allowable value), that is, check whether the threshold is exceeded.
The frequency error is estimated using the phase and the gain corresponding to the maximum cross-correlation value.

【0010】[0010]

【発明の実施の形態】この発明の実施例を図面を参照し
て説明する。図1にこの発明の機能構成例を示す。図4
で述べたように入力信号は中間周波信号とされ、かつデ
ジタルデータとされた信号がメモリ31に記憶される。
このデジタル値とされ、かつ中間周波とされた入力信号
は、メモリ31から取出され(図2、S1)、ローカル
信号発生器16からのローカル信号により直交検波部3
2で直交検波され、ベースバンド信号のI,Q信号が得
られる(S2)。直交検波部32は図3に示した乗算器
17,18、移相器19、低域通過フィルタ21,22
にて構成される。
Embodiments of the present invention will be described with reference to the drawings. FIG. 1 shows a functional configuration example of the present invention. FIG.
As described above, the input signal is an intermediate frequency signal, and the digital data signal is stored in the memory 31.
The input signal converted to the digital value and set to the intermediate frequency is fetched from the memory 31 (S1 in FIG. 2), and the quadrature detector 3
2 to perform quadrature detection to obtain baseband I and Q signals (S2). The quadrature detector 32 includes the multipliers 17 and 18, the phase shifter 19, the low-pass filters 21 and 22 shown in FIG.
It is composed of

【0011】このI,Q信号はクロック遅延検出部33
でクロック遅延が検出され、つまり、デジタル信号のサ
ンプリング点と、入力信号の変調信号のシンボル点との
ずれが検出され(S3)、その検出したクロック遅延が
クロック遅延補正部34で、I,Q信号に対して補正さ
れ、サンプリング点と、シンボル点とが一致させられる
(S4)。クロック遅延検出、クロック遅延補正の各手
法は例えば前記米国特許明細書の第15図中のクロック
遅延推定部63とリサンプラ64に説明されている。
The I and Q signals are supplied to a clock delay detector 33.
, The shift between the sampling point of the digital signal and the symbol point of the modulation signal of the input signal is detected (S3), and the detected clock delay is converted by the clock delay correction unit 34 into I and Q. The signal is corrected, and the sampling point and the symbol point are matched (S4). The respective methods of clock delay detection and clock delay correction are described in, for example, the clock delay estimator 63 and the resampler 64 in FIG.

【0012】クロック遅延補正がなされたI,Q信号の
各シンボル点の振幅を調べ、その最大値と最小値が最大
値・最小値探索部35で探索される(S5)。その探索
された最小値が、規格化された64QAM信号がとりう
る振幅のもっとも小さい値になるように利得が利得決定
部36で決定される(S6)。つまり64QAM信号の
信号空間の0からπ/2ラジアンを示せば、図4Cに示
すようになり、これより64QAM信号の全シンボルは
図4C中に示す最小の1番目から最大の9番目の何れか
の振幅をとることになる。この9つの振幅は規格で決め
られている。よって入力信号のシンボル点の最小振幅
が、この規格化された1番目(最小)の振幅と一致する
ような利得を決定すればよい。
The amplitude of each symbol point of the I and Q signals subjected to the clock delay correction is checked, and the maximum value and the minimum value are searched by the maximum value / minimum value search unit 35 (S5). The gain is determined by the gain determiner 36 so that the searched minimum value is the smallest value of the amplitude that the standardized 64QAM signal can take (S6). That is, if 0 to π / 2 radians of the signal space of the 64QAM signal is indicated, the result is as shown in FIG. 4C. From this, all the symbols of the 64QAM signal can be any one of the minimum 1st to the maximum 9th shown in FIG. 4C. Will be taken. These nine amplitudes are determined by standards. Therefore, the gain may be determined so that the minimum amplitude of the symbol point of the input signal matches the standardized first (minimum) amplitude.

【0013】この決定された利得がクロック遅延補正さ
れた入力シンボル列に対し利得乗算部37で乗算される
(S7)。パラメータiが0に初期化され(S8)、利
得乗算された入力シンボル点列がπi/256radだ
け位相回転部39で位相回転される(S9)。この位相
回転された入力シンボル点列が理想シンボル生成部41
で復調されて、その復調データにもとづき、理想シンボ
ル点列が生成される(S10)。その理想シンボル点列
と、位相回転部39からの入力シンボル点列との相互相
関が相関計算部42で計算される(S11)。その各回
転位相πi/256radと相互相関値と利得との関係
が制御部43内の記憶部44に記憶される。
The determined gain is multiplied by the gain multiplying section 37 with the input symbol sequence whose clock delay has been corrected (S7). The parameter i is initialized to 0 (S8), and the gain-multiplied input symbol point sequence is phase-rotated by πi / 256rad by the phase rotation unit 39 (S9). The input symbol point sequence rotated in phase is converted into an ideal symbol generation unit 41.
And an ideal symbol point sequence is generated based on the demodulated data (S10). The cross-correlation between the ideal symbol point sequence and the input symbol point sequence from the phase rotation unit 39 is calculated by the correlation calculation unit 42 (S11). The relationship between each rotation phase πi / 256 rad, the cross-correlation value, and the gain is stored in the storage unit 44 in the control unit 43.

【0014】次にステップS9での位相回転がπ/4r
adになったか制御部43内の判定部45で判定される
(S12)。つまり図4Cの信号空間の信号点から、信
号点の何れかをπ/4の整数倍だけ回転すれば、他の全
ての信号点を表わすことができる。位相回転の単位π/
256は実験により適当に決める。この値をπ/256
より小さくすると計算量が多くなり、π/256より大
きくすると、入力シンボル点列を正しく復調することが
できないことがある。この位相回転πi/256の指定
は制御部43中の回転位相決定部46で行う。
Next, the phase rotation in step S9 is π / 4r.
It is determined by the determination unit 45 in the control unit 43 whether it has become ad (S12). That is, by rotating any of the signal points by an integral multiple of π / 4 from the signal points in the signal space of FIG. 4C, all other signal points can be represented. Unit of phase rotation π /
256 is appropriately determined by experiment. This value is π / 256
If it is smaller, the amount of calculation increases, and if it is larger than π / 256, the input symbol point sequence may not be correctly demodulated. The designation of the phase rotation πi / 256 is performed by the rotation phase determination unit 46 in the control unit 43.

【0015】ステップS12でπi/256=π/4と
判定されないとiを+1してステップS9に戻る(S1
3)。従って、入力シンボルに対するπi/256の位
相回転と、理想シンボル点列の生成と、これら位相回転
入力シンボル点列との相互相関の計算が繰返される。π
i/256=π/4になると、パラメータjが+1され
る(jは予め1に初期化されている)(S14)。最大
値・最小値探索部35で探索した最小値を、信号空間で
信号点がとり得る振幅中のj=2番目の振幅と一致する
ように利得を利得決定部36で決定する(S15)。
If it is not determined in step S12 that πi / 256 = π / 4, i is incremented by 1 and the process returns to step S9 (S1).
3). Accordingly, the phase rotation of πi / 256 with respect to the input symbol, the generation of the ideal symbol point sequence, and the calculation of the cross-correlation with the phase rotated input symbol point sequence are repeated. π
When i / 256 = π / 4, the parameter j is incremented by 1 (j is initialized to 1 in advance) (S14). The gain determination unit 36 determines the gain so that the minimum value searched by the maximum / minimum value search unit 35 matches j = 2nd amplitude among the amplitudes that the signal point can take in the signal space (S15).

【0016】この決定された利得を、探索した最大振幅
に乗算し(S16)、その利得乗算した最大振幅が、規
格振幅の最大値つまりj=9番目の振幅にあるマージン
を加えたもの、つまりしきい値より大であるかを判定す
る(S17)。もし、探索最小値が規格振幅の最小値j
=1と対応し、探索最大値が規格振幅の最大値j=9の
値と対応していれば、ステップS17は、しきい値より
大と判定される。ステップS15の利得決定、ステップ
S16の利得乗算、ステップS17の判定などは制御部
43により行われる。
The determined gain is multiplied by the searched maximum amplitude (S16), and the gain-multiplied maximum amplitude is obtained by adding a margin to the maximum value of the standard amplitude, that is, the j = 9th amplitude, that is, It is determined whether the value is larger than the threshold value (S17). If the search minimum value is the minimum value j of the standard amplitude
= 1, and if the search maximum value corresponds to the value of the maximum value j = 9 of the standard amplitude, step S17 is determined to be larger than the threshold value. The control unit 43 performs the gain determination in step S15, the gain multiplication in step S16, and the determination in step S17.

【0017】ステップS17の判定がしきい値以下であ
れば、ステップS7に戻る。この際用いる利得はステッ
プS16で求めたものを用いる。つまり、入力シンボル
点列中に、規格振幅のj=1と対応するものがなったと
判定され、最小値がj=2の規格振幅と一致するように
利得が決定され、その利得が入力シンボル点列に乗算さ
れ、これに対するπi/256の位相回転が行われ、同
様のことが行われる。
If the determination in step S17 is equal to or less than the threshold, the process returns to step S7. At this time, the gain used in step S16 is used. In other words, it is determined that there is an input symbol point sequence corresponding to the standard amplitude j = 1, the gain is determined so that the minimum value matches the standard amplitude j = 2, and the gain is determined as the input symbol point. The column is multiplied and a phase rotation of πi / 256 is performed on it, and so on.

【0018】探索最大値が規格振幅最大値j=9番目と
対応するものがない場合は、探索最小値が対応規格値振
幅と一致しても、ステップS17でしきい値を越えない
が、jが+1されてステップS14〜S17が繰返さ
れ、探索最小値と対応する規格振幅よりも大きいものと
一致するように利得が決定され、つまり大きな利得を探
索最大値に乗算するようになり、ステップS17でしき
い値を越える状態になる。
If there is no search maximum value corresponding to the standard amplitude maximum value j = 9th, the threshold value is not exceeded in step S17 even if the search minimum value matches the corresponding standard value amplitude. Is incremented by 1 and steps S14 to S17 are repeated, and the gain is determined so as to match the search minimum value and the value larger than the corresponding standard amplitude. That is, the large gain is multiplied by the search maximum value, and step S17 is performed. To exceed the threshold.

【0019】ステップS17でしきい値を越えると、そ
の時得られた記憶部44内の相互相関値の最大となった
時の、回転位相と利得を求め(S18)、これより周波
数誤差推定部47で周波数誤差を推定し(S19)、そ
の推定周波数誤差がクロック遅延補正部34よりの遅延
補正されたシンボル点列に対し、周波数誤差補正部48
で行われ(S20)、その周波数誤差補正されたシンボ
ル点列を用いて変調精度計算部49で、変調精度が計算
され(S21)、表示部51に表示される。
When the threshold value is exceeded in step S17, the rotational phase and gain at the time when the obtained cross-correlation value in the storage unit 44 becomes maximum are obtained (S18), and the frequency error estimating unit 47 is obtained from this. (S19), and the frequency error is estimated by the frequency error correction unit 48 with respect to the symbol point sequence whose delay has been corrected by the clock delay correction unit 34.
(S20), the modulation accuracy is calculated by the modulation accuracy calculation unit 49 using the symbol point sequence corrected for the frequency error (S21), and displayed on the display unit 51.

【0020】制御部43は各部を動作させたり、各種判
定演算などを行うと共に、第1〜第9番目の規格振幅を
記憶部52内にもつなど、所要データの記憶、その読出
しを行う。上述において、ステップS6で探索最小値
を、規格最小振幅に一致させるように利得を決定した
が、探索最大値を、規格最大振幅に一致させるようにし
てもよい。この場合は、規格最大振幅をj=1番目と
し、最小振幅をj=9番目とし、ステップS15では探
索最大値がj番目の規格振幅となるように利得を決定
し、その利得をステップS16では探索最小値に乗算
し、ステップS17では最小規格振幅にマージンを引い
たものをしきい値とし、そのしきい値以下になると、ス
テップS18に移り、しきい値以下でなければステップ
S7に移るようにすればよい。
The control unit 43 operates each unit, performs various determination calculations, and stores and reads out required data such as having the first to ninth standard amplitudes in the storage unit 52. In the above description, the gain is determined so that the search minimum value matches the standard minimum amplitude in step S6. However, the search maximum value may match the standard maximum amplitude. In this case, the standard maximum amplitude is set to j = 1 and the minimum amplitude is set to j = 9. In step S15, the gain is determined so that the search maximum value becomes the j-th standard amplitude, and the gain is determined in step S16. The search minimum value is multiplied. In step S17, a value obtained by subtracting a margin from the minimum standard amplitude is set as a threshold. When the amplitude is equal to or smaller than the threshold, the process proceeds to step S18. What should I do?

【0021】位相回転部39で入力シンボル点列に対し
て位相回転を行うかわりに、ローカル信号発生器16の
ローカル信号に対し位相回転を行ってもよい。また周波
数誤差補正部48へ供給する入力シンボル点列は、前記
ローカル信号の初期位相を、前記相互相関が最大の時の
回転位相とする。図1に示した構成は機能構成であり、
これらをコンピュータにより実行させることもできる。
上述ではこの発明を64QAM信号に適用したが、25
6QAM信号に対しても適用できる。この場合の、信号
空間でのシンボル点がとり得る振幅は32通りとなる。
Instead of performing the phase rotation on the input symbol point sequence in the phase rotation section 39, the phase rotation on the local signal of the local signal generator 16 may be performed. In the input symbol point sequence supplied to the frequency error correction unit 48, the initial phase of the local signal is used as the rotation phase when the cross-correlation is maximum. The configuration shown in FIG. 1 is a functional configuration,
These can be executed by a computer.
In the above description, the present invention is applied to a 64QAM signal.
It can also be applied to 6QAM signals. In this case, there are 32 possible amplitudes of the symbol points in the signal space.

【0022】[0022]

【発明の効果】以上述べたようにこの発明によれば信号
空間内で取り得る振幅値が予め決められた限られた値で
あることに着目し、入力シンボル点列の最大値と最小値
を探し、その一方を基準として、規格振幅に対する利得
を求め、また、各シンボルを正しく復調できる程に実験
的に決められた単位位相ずつの回転を与えて、最大π/
4の回転を与えることにより、理想シンボル点列を求
め、これともとの入力シンボル点列との相互相関を求め
ることにより、入力シンボル点列の利得と、位相を求め
ることができ、64QAM信号、256QAM信号の変
調精度解析を行うことができる。
As described above, according to the present invention, focusing on the fact that the amplitude value that can be taken in the signal space is a predetermined limited value, the maximum value and the minimum value of the input symbol point sequence are determined. The gain with respect to the standard amplitude is determined with reference to one of them, and the rotation is performed by a unit phase experimentally determined so that each symbol can be correctly demodulated.
4 to obtain the ideal symbol point sequence and the cross-correlation with the original input symbol point sequence to obtain the gain and phase of the input symbol point sequence. Modulation accuracy analysis of a 256QAM signal can be performed.

【図面の簡単な説明】[Brief description of the drawings]

【図1】この発明の実施例を適用した変調解析装置の機
能構成例を示すブロック図。
FIG. 1 is a block diagram showing an example of a functional configuration of a modulation analyzer to which an embodiment of the present invention is applied.

【図2】この発明の実施例における処理手順を示す流れ
図。
FIG. 2 is a flowchart showing a processing procedure in the embodiment of the present invention.

【図3】従来の変調解析の一般的機能構成例を示すブロ
ック図。
FIG. 3 is a block diagram showing a general functional configuration example of a conventional modulation analysis.

【図4】A及びBはQPSK信号の信号空間を示す図、
Cは64QAM信号のシンボル点のとり得る振幅を示す
図である。
4A and 4B are diagrams showing a signal space of a QPSK signal,
C is a diagram showing a possible amplitude of a symbol point of the 64QAM signal.

【図5】Aは64QAM変調の信号空間を示す図、Bは
その位相回転された図である。
5A is a diagram illustrating a signal space of 64QAM modulation, and FIG. 5B is a diagram in which the phase is rotated;

Claims (2)

【特許請求の範囲】[Claims] 【請求項1】 入力信号を復号し、その理想シンボル点
を推定し、その理想シンボル点列を生成し、その理想シ
ンボル点列と上記入力信号とから周波数誤差を推定する
変調解析方法において、 上記入力信号のシンボル点における振幅の最大値、最小
値を検出する第1過程と、 上記検出した最大値又は最小値と規定値とから利得を決
定する第2過程と、 上記決定された利得を上記入力信号のシンボル点の振幅
に乗算する第3過程と、 利得が乗算された入力信号のシンボル点列の位相を所定
量回転させる第4過程と、 上記位相回転された入力信号のシンボル点列を復調し
て、理想シンボル点列を生成する第5過程と、 上記理想シンボル点列と位相回転された入力信号シンボ
ル点列との相互相関を求める第6過程と、 上記所定量の位相回転がπ/4ラジアンになるまで上記
第4過程乃至第6過程を繰返す第7過程と、 上記相互相関の最大値を求め、その時の利得と、位相を
上記周波数誤差の推定に用いる第8過程とを有すること
を特徴とする64QAM、256QAM変調解析方法。
1. A modulation analysis method for decoding an input signal, estimating an ideal symbol point thereof, generating an ideal symbol point sequence, and estimating a frequency error from the ideal symbol point sequence and the input signal. A first step of detecting a maximum value and a minimum value of the amplitude at a symbol point of the input signal; a second step of determining a gain from the detected maximum or minimum value and a specified value; A third step of multiplying the amplitude of the symbol point of the input signal by a predetermined amount; a fourth step of rotating the phase of the symbol point sequence of the input signal multiplied by the gain by a predetermined amount; A fifth step of demodulating and generating an ideal symbol point sequence, a sixth step of obtaining a cross-correlation between the ideal symbol point sequence and the input signal symbol point sequence whose phase has been rotated, and / A seventh step of repeating the fourth to sixth steps until the current reaches 4 radians; and an eighth step of obtaining the maximum value of the cross-correlation, and using the gain and phase at that time for estimating the frequency error. 64QAM, 256QAM modulation analysis method.
【請求項2】 上記第7過程の後、上記第2過程で利得
決定に用いた規定値に対し、次に小さい又は大きい規定
値を用いて、上記最大値又は最小値とを用いて利得を決
定する第9過程と、 上記第9過程で決定された利得を、上記最小値又は最大
値を乗算する第10過程と、 上記第10過程の乗算結果がしきい値より大であるか判
定し、小であれば上記第3過程に戻り、その際の利得と
して上記第9過程で求めたものを用い、判定が大であれ
ば上記第8過程に移る第11過程とを有することを特徴
とする請求項1記載の64QAM、256QAM変調解
析方法。
2. After the seventh step, the gain is determined by using the next lower or higher specified value and the maximum value or the minimum value with respect to the specified value used for determining the gain in the second step. A ninth step of determining; a tenth step of multiplying the gain determined in the ninth step by the minimum value or the maximum value; and determining whether a result of the multiplication in the tenth step is greater than a threshold value. If the judgment is small, the process returns to the third process, and the gain obtained in the ninth process is used. If the judgment is large, the process proceeds to the eighth process. The 64QAM and 256QAM modulation analysis method according to claim 1, wherein
JP13500998A 1998-05-18 1998-05-18 64QAM, 256QAM modulation analysis method Expired - Fee Related JP3819592B2 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP13500998A JP3819592B2 (en) 1998-05-18 1998-05-18 64QAM, 256QAM modulation analysis method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP13500998A JP3819592B2 (en) 1998-05-18 1998-05-18 64QAM, 256QAM modulation analysis method

Publications (2)

Publication Number Publication Date
JPH11331299A true JPH11331299A (en) 1999-11-30
JP3819592B2 JP3819592B2 (en) 2006-09-13

Family

ID=15141808

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Application Number Title Priority Date Filing Date
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Country Status (1)

Country Link
JP (1) JP3819592B2 (en)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2002067523A1 (en) * 2001-02-20 2002-08-29 Advantest Corporation Symbol point estimating device, method and program, recording medium on which the program is recorded, and modulation analyzing device
JP2007515093A (en) * 2003-12-17 2007-06-07 日本電気株式会社 Demodulation of multilevel quadrature amplitude modulation signal
JP4772792B2 (en) * 2005-07-26 2011-09-14 株式会社アドバンテスト Symbol modulation accuracy measuring apparatus, method, program, and recording medium
US8040977B2 (en) 2006-11-22 2011-10-18 Fujitsu Limited Reception synchronization control device, reception synchronization control method, and program therefor

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2002067523A1 (en) * 2001-02-20 2002-08-29 Advantest Corporation Symbol point estimating device, method and program, recording medium on which the program is recorded, and modulation analyzing device
JP2007515093A (en) * 2003-12-17 2007-06-07 日本電気株式会社 Demodulation of multilevel quadrature amplitude modulation signal
JP4772792B2 (en) * 2005-07-26 2011-09-14 株式会社アドバンテスト Symbol modulation accuracy measuring apparatus, method, program, and recording medium
US8040977B2 (en) 2006-11-22 2011-10-18 Fujitsu Limited Reception synchronization control device, reception synchronization control method, and program therefor

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