High-speed FPGA implementations of Volterra DFEs based on iterated short convolution

In this work, an architecture of low complexity non-linear Decision Feedback Equalizers is proposed, where the parallel filters of the feed-forward section are hardware-efficient structures based on Iterated Short Convolution. For the design of the parallel filters an algorithm is proposed, which provides an architecture with regularity that is more suitable for FPGA implementation. The proposed architecture achieves the typical throughput of 10 Gb/s, while its balanced design allows the implementation on smaller FPGA devices while reaching the target throughput.

[1]  A. Emeretlis,et al.  Efficient FPGA implementations of volterra DFES for optical systems , 2014, 2014 IEEE Dallas Circuits and Systems Conference (DCAS).

[2]  W. Rosenkranz,et al.  Nonlinear Electrical Equalization for Different Modulation Formats With Optical Filtering , 2007, Journal of Lightwave Technology.

[3]  Keshab K. Parhi,et al.  Low Complexity Design of High Speed Parallel Decision Feedback Equalizers , 2006, IEEE 17th International Conference on Application-specific Systems, Architectures and Processors (ASAP'06).

[4]  Keshab K. Parhi,et al.  Hardware efficient fast parallel FIR filter structures based on iterated short convolution , 2004, IEEE Trans. Circuits Syst. I Regul. Pap..

[5]  Keshab K. Parhi,et al.  VLSI digital signal processing systems , 1999 .

[6]  Markku Renfors,et al.  The maximum sampling rate of digital filters under hardware speed constraints , 1981 .

[7]  George-Othon Glentis,et al.  Electronic dispersion compensation of fiber links using sparsity induced volterra equalizers , 2013, IEEE International Symposium on Signal Processing and Information Technology.

[8]  Andrew C. Singer,et al.  Electronic dispersion compensation , 2008, IEEE Signal Processing Magazine.

[9]  George-Othon Glentis,et al.  Performance evaluation of decision feedback equalizers in fiber communication links , 2014, 2014 6th International Symposium on Communications, Control and Signal Processing (ISCCSP).

[10]  George-Othon Glentis,et al.  High-performance FPGA implementations of volterra DFEs for optical fiber systems , 2014, 2014 International Conference on ReConFigurable Computing and FPGAs (ReConFig14).

[11]  Keshab K. Parhi Design of multigigabit multiplexer-loop-based decision feedback equalizers , 2005, IEEE Transactions on Very Large Scale Integration (VLSI) Systems.