Skip to main content
Erschienen in: Evolutionary Intelligence 4/2022

04.10.2019 | Special Issue

Frequency offset estimation based on a combination of FFT and CZT for DP-QDB coherent receiver

verfasst von: Chun Chang, Maonan Wang, Zhengguang Xu, Tiezhou Wu

Erschienen in: Evolutionary Intelligence | Ausgabe 4/2022

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

A new frequency-offset-estimation (FOE) method for dual-polarized quadrature duobinary modulation (DP-QDB), which is based on a combination of fast Fourier transform (FFT) and chirp z transform (CZT), is proposed. This method is investigated at 128 Gb/s in five-channel wavelength-division-multiplexing DP-QDB systems by simulations. The simulation results show that the proposed method can greatly promote FOE accuracy. When the proposed method with FFT and CZT points of 1024 is compared with the traditional unimproved method with FFT points of 2048, the former is 70% lower than the latter in FOE error in the case of basically the same computational complexity. Besides, two FOE implementation schemes for DP-QDB are compared. It is found that the implementation scheme in which the FOE module is put after the post filter has better estimation performance.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Ullah A, Li J, Hussain A (2018) Towards workload-aware cloud resource provisioning using a multi-controller fuzzy switching approach. Int J High Perform Comput Netw 12(1):13–25CrossRef Ullah A, Li J, Hussain A (2018) Towards workload-aware cloud resource provisioning using a multi-controller fuzzy switching approach. Int J High Perform Comput Netw 12(1):13–25CrossRef
2.
Zurück zum Zitat Lin W-T, Chu C-P (2017) A fast and parallel algorithm for frequent pattern mining from big data in many-task environments. Int J High Perform Comput Netw 10(3):157–167CrossRef Lin W-T, Chu C-P (2017) A fast and parallel algorithm for frequent pattern mining from big data in many-task environments. Int J High Perform Comput Netw 10(3):157–167CrossRef
3.
Zurück zum Zitat Santhi H, Jaisankar N (2017) Fuzzy cost probability-based suppressed flooding multi-constrained QoS multicast routing for MANETs. Int J High Perform Comput Netw 10(1–2):100–108CrossRef Santhi H, Jaisankar N (2017) Fuzzy cost probability-based suppressed flooding multi-constrained QoS multicast routing for MANETs. Int J High Perform Comput Netw 10(1–2):100–108CrossRef
4.
Zurück zum Zitat Hu Q, Schuh K, Chagnon M et al (2019) 84 GBd faster-than-Nyquist PAM-4 transmission using only linear equalizer at receiver. In: Optical fiber communication conference (OFC) 2019, San Diego, California, 2019, p W4I.2 Hu Q, Schuh K, Chagnon M et al (2019) 84 GBd faster-than-Nyquist PAM-4 transmission using only linear equalizer at receiver. In: Optical fiber communication conference (OFC) 2019, San Diego, California, 2019, p W4I.2
5.
Zurück zum Zitat Jana M, Lampe L, Mitra J (2018) Dual-polarized faster-than-Nyquist transmission using higher-order modulation schemes. IEEE Trans Commun 66(11):5332–5345CrossRef Jana M, Lampe L, Mitra J (2018) Dual-polarized faster-than-Nyquist transmission using higher-order modulation schemes. IEEE Trans Commun 66(11):5332–5345CrossRef
6.
Zurück zum Zitat Chang D, Omomukuyo O, Xiang L et al (2018) Robust faster-than-Nyquist PDM-mQAM systems with Tomlinson–Harashima precoding. IEEE Photon Technol Lett 28(19):2106–2109CrossRef Chang D, Omomukuyo O, Xiang L et al (2018) Robust faster-than-Nyquist PDM-mQAM systems with Tomlinson–Harashima precoding. IEEE Photon Technol Lett 28(19):2106–2109CrossRef
7.
Zurück zum Zitat Abelló A, Roque D, Freixe JM (2017) Blind symbol rate estimation of faster-than-Nyquist signals based on higher-order statistics. In: International conference on cognitive radio oriented wireless networks, Springer, Cham, 2017, pp 200–210 Abelló A, Roque D, Freixe JM (2017) Blind symbol rate estimation of faster-than-Nyquist signals based on higher-order statistics. In: International conference on cognitive radio oriented wireless networks, Springer, Cham, 2017, pp 200–210
8.
Zurück zum Zitat Zhang S, Chang Dobre O et al (2018) Training symbol-based equalization for quadrature duobinary PDM-FTN systems. IEEE Photon Technol Lett 99:1 Zhang S, Chang Dobre O et al (2018) Training symbol-based equalization for quadrature duobinary PDM-FTN systems. IEEE Photon Technol Lett 99:1
9.
Zurück zum Zitat Chang C, Huang B, Xu Z et al (2018) Comparison of soft-input-soft-output detection methods for dual-polarized quadrature duobinary system. Opt Eng 57(2):026101CrossRef Chang C, Huang B, Xu Z et al (2018) Comparison of soft-input-soft-output detection methods for dual-polarized quadrature duobinary system. Opt Eng 57(2):026101CrossRef
10.
Zurück zum Zitat Wang Y, Wang Z, Zhang J et al (2015) Analysis of a faster-than-Nyquist signaling-based transmission scheme for optical communication systems. Study Opt Commun 3:1–3 Wang Y, Wang Z, Zhang J et al (2015) Analysis of a faster-than-Nyquist signaling-based transmission scheme for optical communication systems. Study Opt Commun 3:1–3
11.
Zurück zum Zitat Oyama T, Tanimura T, Nakashima H et al (2014) Impact of fiber nonlinearity on duobinary-QPSK in super-Nyquist WDM transmission. In: European conference on optical communication, 2014, pp 1–3 Oyama T, Tanimura T, Nakashima H et al (2014) Impact of fiber nonlinearity on duobinary-QPSK in super-Nyquist WDM transmission. In: European conference on optical communication, 2014, pp 1–3
12.
Zurück zum Zitat Zhang J, Yu J, Chi N et al (2013) Multi-modulus blind equalizations for coherent quadrature duobinary spectrum shaped PM-QPSK digital signal processing. J Lightwave Technol 31(7):1073–1078CrossRef Zhang J, Yu J, Chi N et al (2013) Multi-modulus blind equalizations for coherent quadrature duobinary spectrum shaped PM-QPSK digital signal processing. J Lightwave Technol 31(7):1073–1078CrossRef
13.
Zurück zum Zitat Tipsuwannakul E, Li J, Karlsson M et al (2012) Performance comparisons of DP-16QAM and duobinary-shaped DP-QPSK for optical systems with 4.1 bit/s/Hz spectral efficiency. J Lightwave Technol 30(14):2307–2314CrossRef Tipsuwannakul E, Li J, Karlsson M et al (2012) Performance comparisons of DP-16QAM and duobinary-shaped DP-QPSK for optical systems with 4.1 bit/s/Hz spectral efficiency. J Lightwave Technol 30(14):2307–2314CrossRef
14.
Zurück zum Zitat Taylor MG (2004) Coherent detection method using DSP for demodulation of signal and subsequent equalization of propagation impairments. IEEE Photonics Technol Lett 16(2):674–676CrossRef Taylor MG (2004) Coherent detection method using DSP for demodulation of signal and subsequent equalization of propagation impairments. IEEE Photonics Technol Lett 16(2):674–676CrossRef
15.
Zurück zum Zitat Koma R, Fujiwara M, Igarashi R et al (2018) Wide range carrier frequency offset estimation method using training symbols with asymmetric constellations for burst-mode coherent reception. In: Optical fiber communication conference, 2018, p M3B.5 Koma R, Fujiwara M, Igarashi R et al (2018) Wide range carrier frequency offset estimation method using training symbols with asymmetric constellations for burst-mode coherent reception. In: Optical fiber communication conference, 2018, p M3B.5
16.
Zurück zum Zitat Lu J, Li X, Fu S et al (2017) Joint carrier phase and frequency-offset estimation with parallel implementation for dual-polarization coherent receiver. Opt Expr 25(5):5217CrossRef Lu J, Li X, Fu S et al (2017) Joint carrier phase and frequency-offset estimation with parallel implementation for dual-polarization coherent receiver. Opt Expr 25(5):5217CrossRef
17.
Zurück zum Zitat Zhou XG, Cao BY (2012) Wide-range frequency offset estimation algorithm for optical coherent systems using training sequence. IEEE Photon Technol Lett 24(1):82–84CrossRef Zhou XG, Cao BY (2012) Wide-range frequency offset estimation algorithm for optical coherent systems using training sequence. IEEE Photon Technol Lett 24(1):82–84CrossRef
18.
Zurück zum Zitat Fan J, Ren Y, Zhang Y et al (2017) Iterative carrier frequency offset estimation for faster-than-nyquist signaling. In: 2017 20th International symposium on wireless personal multimedia communications (WPMC), Bali, Indonesia, pp 150–153 Fan J, Ren Y, Zhang Y et al (2017) Iterative carrier frequency offset estimation for faster-than-nyquist signaling. In: 2017 20th International symposium on wireless personal multimedia communications (WPMC), Bali, Indonesia, pp 150–153
19.
Zurück zum Zitat Yang Y, Xiang Q, Zhang Q et al (2017) Fast, accurate, and robust frequency offset estimation based on modified adaptive Kalman filter in coherent optical communication system. Opt Eng 56(9):1CrossRef Yang Y, Xiang Q, Zhang Q et al (2017) Fast, accurate, and robust frequency offset estimation based on modified adaptive Kalman filter in coherent optical communication system. Opt Eng 56(9):1CrossRef
20.
Zurück zum Zitat Lu J, Tian Y, Fu S et al (2017) Frequency offset estimation for 32-QAM based on constellation rotation. IEEE Photon Technol Lett 29(23):2115–2118CrossRef Lu J, Tian Y, Fu S et al (2017) Frequency offset estimation for 32-QAM based on constellation rotation. IEEE Photon Technol Lett 29(23):2115–2118CrossRef
21.
Zurück zum Zitat Li L, Tao Z, Oda S et al (2008) Wide-range, accurate and simple digital frequency offset compensator for optical coherent receivers. In: Optical fiber communication/national fiber optic engineers conference, pp 1–3 Li L, Tao Z, Oda S et al (2008) Wide-range, accurate and simple digital frequency offset compensator for optical coherent receivers. In: Optical fiber communication/national fiber optic engineers conference, pp 1–3
22.
Zurück zum Zitat Zhang S, Xu L, Yu J et al (2010) Dual-stage cascaded frequency offset estimation for digital coherent receivers. IEEE Photon Technol Lett 22(6):401–403CrossRef Zhang S, Xu L, Yu J et al (2010) Dual-stage cascaded frequency offset estimation for digital coherent receivers. IEEE Photon Technol Lett 22(6):401–403CrossRef
23.
Zurück zum Zitat Morelli M, Mengali U (1998) Feedforward frequency estimation for PSK: a tutorial review. Eur Trans Telecommun 9(2):103–116CrossRef Morelli M, Mengali U (1998) Feedforward frequency estimation for PSK: a tutorial review. Eur Trans Telecommun 9(2):103–116CrossRef
24.
Zurück zum Zitat Rabiner LR, Schafer RW, Rader CM (2014) The chirp z-transform algorithm and its application. Bell Labs Tech J 48(5):1249–1292MathSciNetCrossRef Rabiner LR, Schafer RW, Rader CM (2014) The chirp z-transform algorithm and its application. Bell Labs Tech J 48(5):1249–1292MathSciNetCrossRef
25.
Zurück zum Zitat Fatadin I, Savory SJ, Ives D (2008) Compensation of quadrature imbalance in an optical QPSK coherent receiver. IEEE Photon Technol Lett 20(20):1733–1735CrossRef Fatadin I, Savory SJ, Ives D (2008) Compensation of quadrature imbalance in an optical QPSK coherent receiver. IEEE Photon Technol Lett 20(20):1733–1735CrossRef
26.
Zurück zum Zitat Ip E (2010) Nonlinear compensation using backpropagation for polarization-multiplexed transmission. J Lightwave Technol 28(6):939–951CrossRef Ip E (2010) Nonlinear compensation using backpropagation for polarization-multiplexed transmission. J Lightwave Technol 28(6):939–951CrossRef
27.
Zurück zum Zitat Godard DN (1980) Self-recovering equalization and carrier tracking in two-dimensional data communication systems. IEEE Trans Commun 28(11):1867–1875CrossRef Godard DN (1980) Self-recovering equalization and carrier tracking in two-dimensional data communication systems. IEEE Trans Commun 28(11):1867–1875CrossRef
28.
Zurück zum Zitat Pfau T, Hoffmann S, Noe R (2009) Hardware-efficient coherent digital receiver concept with feedforward carrier recovery for M-QAM constellations. J Lightwave Technol 27(8):989–999CrossRef Pfau T, Hoffmann S, Noe R (2009) Hardware-efficient coherent digital receiver concept with feedforward carrier recovery for M-QAM constellations. J Lightwave Technol 27(8):989–999CrossRef
Metadaten
Titel
Frequency offset estimation based on a combination of FFT and CZT for DP-QDB coherent receiver
verfasst von
Chun Chang
Maonan Wang
Zhengguang Xu
Tiezhou Wu
Publikationsdatum
04.10.2019
Verlag
Springer Berlin Heidelberg
Erschienen in
Evolutionary Intelligence / Ausgabe 4/2022
Print ISSN: 1864-5909
Elektronische ISSN: 1864-5917
DOI
https://doi.org/10.1007/s12065-019-00296-5

Weitere Artikel der Ausgabe 4/2022

Evolutionary Intelligence 4/2022 Zur Ausgabe

Premium Partner