Low-Resolution Digital Pre-Compensation for High-Speed Optical Links Based on Dynamic Digital-to-Analog Conversion

Digital precompensation (DPC) is considered a promising technique for high-throughput optical communication systems. The digital signal processing (DSP) at the transmitter relies on the availability of high-speed and high-resolution digital-to-analog devices to generate complex analog waveforms. However, one major challenge in current digital-to-analog converters (DACs) technology is the limited resolution, which introduces dominant quantization distortions when extensive DSP is implemented. In this paper, a dynamic quantization approach is suggested, termed as digital-resolution-enhancer (DRE), which mitigates the quantization distortion effects. This approach is based on the underlying assumption that quantization is a non-linear deterministic operation, implying that its impact on transmission can be anticipated and minimized. The proposed method is theoretically and experimentally investigated with special focus on linear precompensation for bandwidth limited systems. Simulation results demonstrate that the DRE improves the signal-to-quantization noise-ratio by up to 8 dB. Thus, the DPC can be applied with the reduced number of DAC's bits. Conversely, the DRE can enable the use of more complex DPC schemes using the same DACs hardware, and consequently, achieve extended reaches and higher transmission rates. Numerical simulations are verified by a set of extensive lab experiments. For electrical back-to-back (BTB) transmission, with an analog bandwidth of 13 GHz, 45 Gbaud QAM-64 is demonstrated using only 4 bits DACs. For optical BTB setup with an overall optoelectronic bandwidth of less than 5 GHz, 32 Gbaud QAM-4 is demonstrated using only 2.6 bits DACs.

[1]  B. Widrow,et al.  Statistical theory of quantization , 1996 .

[2]  I. Tafur Monroy,et al.  Experimental investigation of impulse response shortening for low-complexity MLSE of a 112-Gbit/s PAM-4 transceiver , 2016 .

[3]  Ginni Khanna,et al.  Joint adaptive pre-compensation of transmitter I/Q skew and frequency response for high order modulation formats and high baud rates , 2015, 2015 Optical Fiber Communications Conference and Exhibition (OFC).

[4]  Danish Rafique,et al.  Digital Preemphasis in Optical Communication Systems: On the DAC Requirements for Terabit Transmission Applications , 2014, Journal of Lightwave Technology.

[5]  Shahid U. H. Qureshi,et al.  Reduced-state sequence estimation with set partitioning and decision feedback , 1988, IEEE Trans. Commun..

[6]  Junwen Zhang,et al.  A novel adaptive digital pre-equalization scheme for bandwidth limited optical coherent system with DAC for signal generation , 2014, OFC 2014.

[7]  Jianjun Yu,et al.  Time-domain digital pre-equalization for band-limited signals based on receiver-side adaptive equalizers. , 2014, Optics express.

[8]  Yi Cai,et al.  Performance analysis of pre- and post-compensation for bandwidth-constrained signal in high-spectral-efficiency optical coherent systems , 2014, OFC 2014.

[9]  Dan Sadot,et al.  Single channel 112Gbit/sec PAM4 at 56Gbaud with digital signal processing for data centers applications , 2015, OFC 2015.

[10]  D. Sadot,et al.  Novel low resolution ADC-DSP optimization based on non-uniform quantization and MLSE for data centers interconnects. , 2016, Optics express.

[11]  Dan Sadot,et al.  Digitally Enhanced DAC: Low-Resolution Digital Pre-Compensation for High Speed Optical Links , 2018, 2018 Optical Fiber Communications Conference and Exposition (OFC).

[12]  David L. Neuhoff,et al.  The validity of the additive noise model for uniform scalar quantizers , 2005, IEEE Transactions on Information Theory.

[13]  T. Duthel,et al.  Optimizing power consumption of a coherent DSP for metro and data center interconnects , 2017, 2017 Optical Fiber Communications Conference and Exhibition (OFC).

[14]  Colja Schubert,et al.  Nonlinear digital pre-distortion of transmitter components , 2017 .

[15]  Dimitri P. Bertsekas,et al.  Dynamic Programming and Optimal Control, Vol. II , 1976 .

[16]  Marc Bohn,et al.  Adaptive digital pre-emphasis for high speed digital analogue converters , 2016, 2016 Optical Fiber Communications Conference and Exhibition (OFC).

[17]  Marc Bohn,et al.  Novel DAC digital pre-emphasis algorithm for next-generation flexible optical transponders , 2015, 2015 Optical Fiber Communications Conference and Exhibition (OFC).

[18]  Talha Rahman,et al.  Digital Pre-Emphasis in Optical Communication Systems: On the Nonlinear Performance , 2015, Journal of Lightwave Technology.

[19]  Dan Sadot,et al.  Digital Pre-Compensation Techniques Enabling Cost-Effective High-Order Modulation Formats Transmission , 2019, Journal of Lightwave Technology.

[20]  Dan Sadot,et al.  DSP-Enhanced Analog-to-Digital Conversion for High-Speed Data Centers' Optical Connectivities , 2015, IEEE Photonics Journal.

[21]  Maxim Kuschnerov,et al.  Digital Compensation of Bandwidth Limitations for High-Speed DACs and ADCs , 2016, Journal of Lightwave Technology.

[22]  Ginni Khanna,et al.  400G single carrier transmission in 50 GHz grid enabled by adaptive digital pre-distortion , 2016, 2016 Optical Fiber Communications Conference and Exhibition (OFC).

[23]  Dimitri P. Bertsekas,et al.  Dynamic Programming and Optimal Control, Two Volume Set , 1995 .