Hardware efficient frequency domain equalization in few-mode fiber coherent transmission systems

Few-mode fiber (FMF) transmission system has become an emerging technology to overcome next capacity crunch. To compensate the large accumulated differential mode group delay (DMGD) and random mode coupling in FMF transmission systems, frequency domain least mean square (FD-LMS) algorithm has been proposed and proven as the most hardware efficient approach. Except for the hardware complexity, convergence speed is another major consideration of adaptive FD-LMS algorithm, especially in FMF system with large accumulated DMGD. We propose two algorithms to improve the convergence speed of the adaptive FD-LMS in FMF transmission systems. One is signal power spectrum density (PSD) dependent adaptive algorithm, which adopts variable step size that is the reciprocal of the power level in each frequency bin. The other is noise power directed adaptive FD-LMS algorithm, which adopts the step size of each frequency bin rendering the posterior errors that will converge to background noise in additive white Gaussian noise channel. Our simulation results show that, in a 3000 km FMF transmission system with 35-ps/km DMGD and optical signal to noise ratio (OSNR) of 14 dB, the noise power directed algorithm and PSD dependent algorithm can improve the convergence speed by 54% and 35% over conventional adaptive FD-LMS algorithm with negligible increase in hardware complexity. We also proposed a complexity reduced single-stage adaptive equalizer for compensating both chromatic dispersion (CD) and DMGD simultaneously. The single-stage method can save 6% complex multiplication over conventional two-stage equalization method in a 1000 km FMF transmission system with 76-ps/km DMGD.

[1]  L. Nelson,et al.  Space-division multiplexing in optical fibres , 2013, Nature Photonics.

[2]  O. Zia-Chahabi,et al.  Efficient Frequency-Domain Implementation of Block-LMS/CMA Fractionally Spaced Equalization for Coherent Optical Communications , 2011, IEEE Photonics Technology Letters.

[3]  Guifang Li,et al.  Adaptive frequency-domain equalization for the transmission of the fundamental mode in a few-mode fiber. , 2012, Optics express.

[4]  Neng Bai,et al.  Adaptive frequency domain equalization for mode-division multiplexed transmission , 2012, SUM 2012.

[5]  Yann Frignac,et al.  Understanding discrete linear mode coupling in few-mode fiber transmission systems , 2011, 2011 37th European Conference and Exhibition on Optical Communication.

[6]  Zhongqi Pan,et al.  Low Complexity Single-Stage Adaptive Frequency Domain Equalizer for SDM Systems using Few Mode Fibers , 2013 .

[7]  Kazuro Kikuchi,et al.  Adaptive frequency-domain equalization in digital coherent optical receivers. , 2011, Optics express.

[8]  Guifang Li,et al.  Adaptive Frequency-Domain Equalization for Mode-Division Multiplexed Transmission , 2012 .

[9]  Sercan Ö. Arik,et al.  Effect of Mode Coupling on Signal Processing Complexity in Mode-Division Multiplexing , 2013, Journal of Lightwave Technology.

[10]  Xuan He,et al.  Noise power directed adaptive frequency domain least mean square algorithm with fast convergence for DMGD compensation in few-mode fiber transmission systems , 2014, OFC 2014.

[11]  Xiaoli Ma,et al.  A Frequency Domain Step-Size Control Method for LMS Algorithms , 2010, IEEE Signal Processing Letters.

[12]  J. Shynk Frequency-domain and multirate adaptive filtering , 1992, IEEE Signal Processing Magazine.

[13]  S. Randel,et al.  Space-division multiplexed transmission , 2013, 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC).

[14]  W. Marsden I and J , 2012 .

[15]  Peter J. Winzer,et al.  Digital signal processing in spatially multiplexed coherent communications , 2012, 2012 38th European Conference and Exhibition on Optical Communications.

[16]  Junyi Wang,et al.  A fast convergence frequency domain least mean square algorithm for compensation of differential mode group delay in few mode fibers , 2013, 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC).

[17]  Roland Ryf,et al.  6×56-Gb/s mode-division multiplexed transmission over 33-km few-mode fiber enabled by 6×6 MIMO equalization. , 2011, Optics express.