F. Vacondio, O. Rival, C. Simonneau, E. Grellier, L. Lorcy, J.-C. Antona, S. Bigo, and A. Bononi, “On nonlinear distortions of highly dispersive optical coherent systems,” Opt. Express20, 1022–1032 (2012).

[CrossRef]
[PubMed]

E. Ip, N. Bai, and T. Wang, “Complexity versus performance tradeoff for fiber nonlinearity compensation using frequency-shaped, multi-subband backpropagation,” in Proc. of OFC, paper OThF4, Los Angeles, California, USA, (2011).

F. Vacondio, O. Rival, C. Simonneau, E. Grellier, L. Lorcy, J.-C. Antona, S. Bigo, and A. Bononi, “On nonlinear distortions of highly dispersive optical coherent systems,” Opt. Express20, 1022–1032 (2012).

[CrossRef]
[PubMed]

C. M. Bishop, Pattern Recognition and Machine Learning (Springer, 2006).

F. Vacondio, O. Rival, C. Simonneau, E. Grellier, L. Lorcy, J.-C. Antona, S. Bigo, and A. Bononi, “On nonlinear distortions of highly dispersive optical coherent systems,” Opt. Express20, 1022–1032 (2012).

[CrossRef]
[PubMed]

A. Bononi, N. Rossi, and P. Serena, “Transmission limitations due to fiber nonlinearity,” in Proc. of OFC, paper OWO7, Los Angeles, California, USA, (2011).

D. Zibar, O. Winther, N. Franceshi, R. Borkowski, A. Caballero, A. Valeria, N. M. Schmidt, G. G. Neil, B. Mao, Y. Ye, J. K. Larsen, and T. I. Monroy, “Nonlinear impairment compensation using expectation maximization for pdm 16-qam systems,” in Proc. of ECOC, paper Th1D2, Amsterdam, The Netherlands, (2012).

N. G. Gonzalez, D. Zibar, A. Caballero, and I. T. Monroy, “Experimental 2.5-gb/s qpsk wdm phasemodulated radio-over-fiber link with digital demodulation by a k-means algorithm,” IEEE Photon. Technol. Lett.22, 335–337 (2010).

[CrossRef]

D. Zibar, O. Winther, N. Franceshi, R. Borkowski, A. Caballero, A. Valeria, N. M. Schmidt, G. G. Neil, B. Mao, Y. Ye, J. K. Larsen, and T. I. Monroy, “Nonlinear impairment compensation using expectation maximization for pdm 16-qam systems,” in Proc. of ECOC, paper Th1D2, Amsterdam, The Netherlands, (2012).

N. Stojanovic, Y. Huang, F. N. Hauske, Y. Fang, M. Chen, C. Xie, and Q. Xiong, “Mlse-based nonlinearity mitigation for wdm 112 gbit/s pdm-qpsk transmissions with digital coherent receiver,” in Proc. of OFC, paper OTu3C.5, Los Angeles, California, USA, (2011).

D. Zibar, J. C. R. F. de Olivera, V. B. Ribeiro, A. Paradisi, J. C. Diniz, K. J. Larsen, and I. T. Monroy, “Experimental investigation and digital compensation of dgd for 112 gb/s pdm-qpsk clock recovery,” Opt. Express19, 429–437 (2011).

[CrossRef]

A. P. Dempster, N. M. Laird, and D. B. Rubin, “Maximum likelihood from incomplete data via the em algorithm,” J. Roy. Stat Soc. Series B.39, 1–38 (1977).

D. Zibar, J. C. R. F. de Olivera, V. B. Ribeiro, A. Paradisi, J. C. Diniz, K. J. Larsen, and I. T. Monroy, “Experimental investigation and digital compensation of dgd for 112 gb/s pdm-qpsk clock recovery,” Opt. Express19, 429–437 (2011).

[CrossRef]

D. Rafique, J. Zhao, and A. D. Ellis, “Compensation of nonlinear fibre impairments in coherent systems employing spectrally efficient modulation formats,” IEICE Trans. on Commun.E94-B, 1815–1822 (2011).

[CrossRef]

N. Stojanovic, Y. Huang, F. N. Hauske, Y. Fang, M. Chen, C. Xie, and Q. Xiong, “Mlse-based nonlinearity mitigation for wdm 112 gbit/s pdm-qpsk transmissions with digital coherent receiver,” in Proc. of OFC, paper OTu3C.5, Los Angeles, California, USA, (2011).

H. Meyr, M. Moeneclaey, and S. Fechtel, Digital Communication Receivers / Synchronization, Channel Estimation, and Signal Processing (Wiley, 1998).

D. Zibar, O. Winther, N. Franceshi, R. Borkowski, A. Caballero, A. Valeria, N. M. Schmidt, G. G. Neil, B. Mao, Y. Ye, J. K. Larsen, and T. I. Monroy, “Nonlinear impairment compensation using expectation maximization for pdm 16-qam systems,” in Proc. of ECOC, paper Th1D2, Amsterdam, The Netherlands, (2012).

N. G. Gonzalez, D. Zibar, A. Caballero, and I. T. Monroy, “Experimental 2.5-gb/s qpsk wdm phasemodulated radio-over-fiber link with digital demodulation by a k-means algorithm,” IEEE Photon. Technol. Lett.22, 335–337 (2010).

[CrossRef]

F. Vacondio, O. Rival, C. Simonneau, E. Grellier, L. Lorcy, J.-C. Antona, S. Bigo, and A. Bononi, “On nonlinear distortions of highly dispersive optical coherent systems,” Opt. Express20, 1022–1032 (2012).

[CrossRef]
[PubMed]

N. Stojanovic, Y. Huang, F. N. Hauske, Y. Fang, M. Chen, C. Xie, and Q. Xiong, “Mlse-based nonlinearity mitigation for wdm 112 gbit/s pdm-qpsk transmissions with digital coherent receiver,” in Proc. of OFC, paper OTu3C.5, Los Angeles, California, USA, (2011).

N. Stojanovic, Y. Huang, F. N. Hauske, Y. Fang, M. Chen, C. Xie, and Q. Xiong, “Mlse-based nonlinearity mitigation for wdm 112 gbit/s pdm-qpsk transmissions with digital coherent receiver,” in Proc. of OFC, paper OTu3C.5, Los Angeles, California, USA, (2011).

E. Ip and J. Kahn, “Compensation of dispersion and nonlinear impairments using digital backpropagation,” J. Lightwave Technol.26, 3416–3425 (2008).

[CrossRef]

E. Ip, N. Bai, and T. Wang, “Complexity versus performance tradeoff for fiber nonlinearity compensation using frequency-shaped, multi-subband backpropagation,” in Proc. of OFC, paper OThF4, Los Angeles, California, USA, (2011).

J. Kurzweil, An Introduction to Digital Communications (John Wiley, 2000).

A. P. Dempster, N. M. Laird, and D. B. Rubin, “Maximum likelihood from incomplete data via the em algorithm,” J. Roy. Stat Soc. Series B.39, 1–38 (1977).

D. Zibar, O. Winther, N. Franceshi, R. Borkowski, A. Caballero, A. Valeria, N. M. Schmidt, G. G. Neil, B. Mao, Y. Ye, J. K. Larsen, and T. I. Monroy, “Nonlinear impairment compensation using expectation maximization for pdm 16-qam systems,” in Proc. of ECOC, paper Th1D2, Amsterdam, The Netherlands, (2012).

D. Zibar, J. C. R. F. de Olivera, V. B. Ribeiro, A. Paradisi, J. C. Diniz, K. J. Larsen, and I. T. Monroy, “Experimental investigation and digital compensation of dgd for 112 gb/s pdm-qpsk clock recovery,” Opt. Express19, 429–437 (2011).

[CrossRef]

F. Vacondio, O. Rival, C. Simonneau, E. Grellier, L. Lorcy, J.-C. Antona, S. Bigo, and A. Bononi, “On nonlinear distortions of highly dispersive optical coherent systems,” Opt. Express20, 1022–1032 (2012).

[CrossRef]
[PubMed]

D. Zibar, O. Winther, N. Franceshi, R. Borkowski, A. Caballero, A. Valeria, N. M. Schmidt, G. G. Neil, B. Mao, Y. Ye, J. K. Larsen, and T. I. Monroy, “Nonlinear impairment compensation using expectation maximization for pdm 16-qam systems,” in Proc. of ECOC, paper Th1D2, Amsterdam, The Netherlands, (2012).

H. Meyr, M. Moeneclaey, and S. Fechtel, Digital Communication Receivers / Synchronization, Channel Estimation, and Signal Processing (Wiley, 1998).

H. Meyr, M. Moeneclaey, and S. Fechtel, Digital Communication Receivers / Synchronization, Channel Estimation, and Signal Processing (Wiley, 1998).

D. Zibar, J. C. R. F. de Olivera, V. B. Ribeiro, A. Paradisi, J. C. Diniz, K. J. Larsen, and I. T. Monroy, “Experimental investigation and digital compensation of dgd for 112 gb/s pdm-qpsk clock recovery,” Opt. Express19, 429–437 (2011).

[CrossRef]

N. G. Gonzalez, D. Zibar, A. Caballero, and I. T. Monroy, “Experimental 2.5-gb/s qpsk wdm phasemodulated radio-over-fiber link with digital demodulation by a k-means algorithm,” IEEE Photon. Technol. Lett.22, 335–337 (2010).

[CrossRef]

D. Zibar, O. Winther, N. Franceshi, R. Borkowski, A. Caballero, A. Valeria, N. M. Schmidt, G. G. Neil, B. Mao, Y. Ye, J. K. Larsen, and T. I. Monroy, “Nonlinear impairment compensation using expectation maximization for pdm 16-qam systems,” in Proc. of ECOC, paper Th1D2, Amsterdam, The Netherlands, (2012).

D. Zibar, O. Winther, N. Franceshi, R. Borkowski, A. Caballero, A. Valeria, N. M. Schmidt, G. G. Neil, B. Mao, Y. Ye, J. K. Larsen, and T. I. Monroy, “Nonlinear impairment compensation using expectation maximization for pdm 16-qam systems,” in Proc. of ECOC, paper Th1D2, Amsterdam, The Netherlands, (2012).

D. Zibar, J. C. R. F. de Olivera, V. B. Ribeiro, A. Paradisi, J. C. Diniz, K. J. Larsen, and I. T. Monroy, “Experimental investigation and digital compensation of dgd for 112 gb/s pdm-qpsk clock recovery,” Opt. Express19, 429–437 (2011).

[CrossRef]

D. Rafique, J. Zhao, and A. D. Ellis, “Compensation of nonlinear fibre impairments in coherent systems employing spectrally efficient modulation formats,” IEICE Trans. on Commun.E94-B, 1815–1822 (2011).

[CrossRef]

D. Zibar, J. C. R. F. de Olivera, V. B. Ribeiro, A. Paradisi, J. C. Diniz, K. J. Larsen, and I. T. Monroy, “Experimental investigation and digital compensation of dgd for 112 gb/s pdm-qpsk clock recovery,” Opt. Express19, 429–437 (2011).

[CrossRef]

F. Vacondio, O. Rival, C. Simonneau, E. Grellier, L. Lorcy, J.-C. Antona, S. Bigo, and A. Bononi, “On nonlinear distortions of highly dispersive optical coherent systems,” Opt. Express20, 1022–1032 (2012).

[CrossRef]
[PubMed]

A. Bononi, N. Rossi, and P. Serena, “Transmission limitations due to fiber nonlinearity,” in Proc. of OFC, paper OWO7, Los Angeles, California, USA, (2011).

A. P. Dempster, N. M. Laird, and D. B. Rubin, “Maximum likelihood from incomplete data via the em algorithm,” J. Roy. Stat Soc. Series B.39, 1–38 (1977).

S. J. Savory, “Digital coherent optical receivers: Algorithms and subsystems,” IEEE J Sel. Top. Quantum Electron16, 1164–1179 (2010).

[CrossRef]

S. Makovejs, D. S. Millar, D. Lavery, C. Behrens, R. I. Killey, S. J. Savory, and P. Bayvel, “Characterization of long-haul 112gbit/s pdm-qam-16 transmission with and without digital nonlinearity compensation,” Opt. Express18, 12939–12947 (2010).

[CrossRef]
[PubMed]

D. Zibar, O. Winther, N. Franceshi, R. Borkowski, A. Caballero, A. Valeria, N. M. Schmidt, G. G. Neil, B. Mao, Y. Ye, J. K. Larsen, and T. I. Monroy, “Nonlinear impairment compensation using expectation maximization for pdm 16-qam systems,” in Proc. of ECOC, paper Th1D2, Amsterdam, The Netherlands, (2012).

A. Bononi, N. Rossi, and P. Serena, “Transmission limitations due to fiber nonlinearity,” in Proc. of OFC, paper OWO7, Los Angeles, California, USA, (2011).

F. Vacondio, O. Rival, C. Simonneau, E. Grellier, L. Lorcy, J.-C. Antona, S. Bigo, and A. Bononi, “On nonlinear distortions of highly dispersive optical coherent systems,” Opt. Express20, 1022–1032 (2012).

[CrossRef]
[PubMed]

N. Stojanovic, Y. Huang, F. N. Hauske, Y. Fang, M. Chen, C. Xie, and Q. Xiong, “Mlse-based nonlinearity mitigation for wdm 112 gbit/s pdm-qpsk transmissions with digital coherent receiver,” in Proc. of OFC, paper OTu3C.5, Los Angeles, California, USA, (2011).

F. Vacondio, O. Rival, C. Simonneau, E. Grellier, L. Lorcy, J.-C. Antona, S. Bigo, and A. Bononi, “On nonlinear distortions of highly dispersive optical coherent systems,” Opt. Express20, 1022–1032 (2012).

[CrossRef]
[PubMed]

D. Zibar, O. Winther, N. Franceshi, R. Borkowski, A. Caballero, A. Valeria, N. M. Schmidt, G. G. Neil, B. Mao, Y. Ye, J. K. Larsen, and T. I. Monroy, “Nonlinear impairment compensation using expectation maximization for pdm 16-qam systems,” in Proc. of ECOC, paper Th1D2, Amsterdam, The Netherlands, (2012).

E. Ip, N. Bai, and T. Wang, “Complexity versus performance tradeoff for fiber nonlinearity compensation using frequency-shaped, multi-subband backpropagation,” in Proc. of OFC, paper OThF4, Los Angeles, California, USA, (2011).

D. Zibar, O. Winther, N. Franceshi, R. Borkowski, A. Caballero, A. Valeria, N. M. Schmidt, G. G. Neil, B. Mao, Y. Ye, J. K. Larsen, and T. I. Monroy, “Nonlinear impairment compensation using expectation maximization for pdm 16-qam systems,” in Proc. of ECOC, paper Th1D2, Amsterdam, The Netherlands, (2012).

P. Winzer, A. Gnauck, C. Doerr, M. Magarini, and L. Buhl, “Spectrally efficient long-haul optical networking using 112-gb/s polarization-multiplexed 16-qam,” J. Lightwave Technol.28, 547–556 (2010).

[CrossRef]

R.-J. Essiambre, G. Kramer, P. Winzer, G. Foschini, and B. Goebel, “Capacity limits of optical fiber networks,” J. Lightwave Technol.28, 662–701 (2010).

[CrossRef]

N. Stojanovic, Y. Huang, F. N. Hauske, Y. Fang, M. Chen, C. Xie, and Q. Xiong, “Mlse-based nonlinearity mitigation for wdm 112 gbit/s pdm-qpsk transmissions with digital coherent receiver,” in Proc. of OFC, paper OTu3C.5, Los Angeles, California, USA, (2011).

N. Stojanovic, Y. Huang, F. N. Hauske, Y. Fang, M. Chen, C. Xie, and Q. Xiong, “Mlse-based nonlinearity mitigation for wdm 112 gbit/s pdm-qpsk transmissions with digital coherent receiver,” in Proc. of OFC, paper OTu3C.5, Los Angeles, California, USA, (2011).

D. Zibar, O. Winther, N. Franceshi, R. Borkowski, A. Caballero, A. Valeria, N. M. Schmidt, G. G. Neil, B. Mao, Y. Ye, J. K. Larsen, and T. I. Monroy, “Nonlinear impairment compensation using expectation maximization for pdm 16-qam systems,” in Proc. of ECOC, paper Th1D2, Amsterdam, The Netherlands, (2012).

D. Rafique, J. Zhao, and A. D. Ellis, “Compensation of nonlinear fibre impairments in coherent systems employing spectrally efficient modulation formats,” IEICE Trans. on Commun.E94-B, 1815–1822 (2011).

[CrossRef]

D. Zibar, J. C. R. F. de Olivera, V. B. Ribeiro, A. Paradisi, J. C. Diniz, K. J. Larsen, and I. T. Monroy, “Experimental investigation and digital compensation of dgd for 112 gb/s pdm-qpsk clock recovery,” Opt. Express19, 429–437 (2011).

[CrossRef]

N. G. Gonzalez, D. Zibar, A. Caballero, and I. T. Monroy, “Experimental 2.5-gb/s qpsk wdm phasemodulated radio-over-fiber link with digital demodulation by a k-means algorithm,” IEEE Photon. Technol. Lett.22, 335–337 (2010).

[CrossRef]

D. Zibar, O. Winther, N. Franceshi, R. Borkowski, A. Caballero, A. Valeria, N. M. Schmidt, G. G. Neil, B. Mao, Y. Ye, J. K. Larsen, and T. I. Monroy, “Nonlinear impairment compensation using expectation maximization for pdm 16-qam systems,” in Proc. of ECOC, paper Th1D2, Amsterdam, The Netherlands, (2012).

S. J. Savory, “Digital coherent optical receivers: Algorithms and subsystems,” IEEE J Sel. Top. Quantum Electron16, 1164–1179 (2010).

[CrossRef]

N. G. Gonzalez, D. Zibar, A. Caballero, and I. T. Monroy, “Experimental 2.5-gb/s qpsk wdm phasemodulated radio-over-fiber link with digital demodulation by a k-means algorithm,” IEEE Photon. Technol. Lett.22, 335–337 (2010).

[CrossRef]

D. Rafique, J. Zhao, and A. D. Ellis, “Compensation of nonlinear fibre impairments in coherent systems employing spectrally efficient modulation formats,” IEICE Trans. on Commun.E94-B, 1815–1822 (2011).

[CrossRef]

A. Carena, V. Curri, G. Bosco, P. Poggiolini, and F. Forghieri, “Modeling of the impact of nonlinear propagation effects in uncompensated optical coherent transmission links,” J. Lightwave Technol.30, 1524–1539 (2012).

[CrossRef]

R.-J. Essiambre, G. Kramer, P. Winzer, G. Foschini, and B. Goebel, “Capacity limits of optical fiber networks,” J. Lightwave Technol.28, 662–701 (2010).

[CrossRef]

A. Lau and J. Kahn, “Signal design and detection in presence of nonlinear phase noise,” J. Lightwave Technol.25, 3008–3016 (2007).

[CrossRef]

E. Ip and J. Kahn, “Compensation of dispersion and nonlinear impairments using digital backpropagation,” J. Lightwave Technol.26, 3416–3425 (2008).

[CrossRef]

Z. Tao, L. Dou, W. Yan, L. Li, T. Hoshida, and J. C. Rasmussen, “Multiplier-free intrachannel nonlinearity compensating algorithm operating at symbol rate,” J. Lightwave Technol.29, 2570–2576 (2011).

[CrossRef]

P. Winzer, A. Gnauck, C. Doerr, M. Magarini, and L. Buhl, “Spectrally efficient long-haul optical networking using 112-gb/s polarization-multiplexed 16-qam,” J. Lightwave Technol.28, 547–556 (2010).

[CrossRef]

A. P. Dempster, N. M. Laird, and D. B. Rubin, “Maximum likelihood from incomplete data via the em algorithm,” J. Roy. Stat Soc. Series B.39, 1–38 (1977).

S. Makovejs, D. S. Millar, D. Lavery, C. Behrens, R. I. Killey, S. J. Savory, and P. Bayvel, “Characterization of long-haul 112gbit/s pdm-qam-16 transmission with and without digital nonlinearity compensation,” Opt. Express18, 12939–12947 (2010).

[CrossRef]
[PubMed]

F. Vacondio, O. Rival, C. Simonneau, E. Grellier, L. Lorcy, J.-C. Antona, S. Bigo, and A. Bononi, “On nonlinear distortions of highly dispersive optical coherent systems,” Opt. Express20, 1022–1032 (2012).

[CrossRef]
[PubMed]

D. Zibar, J. C. R. F. de Olivera, V. B. Ribeiro, A. Paradisi, J. C. Diniz, K. J. Larsen, and I. T. Monroy, “Experimental investigation and digital compensation of dgd for 112 gb/s pdm-qpsk clock recovery,” Opt. Express19, 429–437 (2011).

[CrossRef]

H. Meyr, M. Moeneclaey, and S. Fechtel, Digital Communication Receivers / Synchronization, Channel Estimation, and Signal Processing (Wiley, 1998).

J. Kurzweil, An Introduction to Digital Communications (John Wiley, 2000).

C. M. Bishop, Pattern Recognition and Machine Learning (Springer, 2006).

N. Stojanovic, Y. Huang, F. N. Hauske, Y. Fang, M. Chen, C. Xie, and Q. Xiong, “Mlse-based nonlinearity mitigation for wdm 112 gbit/s pdm-qpsk transmissions with digital coherent receiver,” in Proc. of OFC, paper OTu3C.5, Los Angeles, California, USA, (2011).

A. Bononi, N. Rossi, and P. Serena, “Transmission limitations due to fiber nonlinearity,” in Proc. of OFC, paper OWO7, Los Angeles, California, USA, (2011).

E. Ip, N. Bai, and T. Wang, “Complexity versus performance tradeoff for fiber nonlinearity compensation using frequency-shaped, multi-subband backpropagation,” in Proc. of OFC, paper OThF4, Los Angeles, California, USA, (2011).

D. Zibar, O. Winther, N. Franceshi, R. Borkowski, A. Caballero, A. Valeria, N. M. Schmidt, G. G. Neil, B. Mao, Y. Ye, J. K. Larsen, and T. I. Monroy, “Nonlinear impairment compensation using expectation maximization for pdm 16-qam systems,” in Proc. of ECOC, paper Th1D2, Amsterdam, The Netherlands, (2012).