A model predictive control equalization transmitter for asymmetric interfaces in 28nm FDSOI

An all-digital nonlinear transmit-side equalization technique based on Model Predictive Control (MPC) is presented. The MPC equalizer performs an online optimization subject to eye height constraints at the RX using transmit waveform as a variable. Compared to existing TX equalization schemes such a...

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Published in2016 IEEE Asian Solid-State Circuits Conference (A-SSCC) pp. 237 - 240
Main Authors Taehwan Kim, Bhargava, Pavan, Stojanovic, Vladimir
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.11.2016
Subjects
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ISBN1509036997
9781509036998
DOI10.1109/ASSCC.2016.7844179

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Abstract An all-digital nonlinear transmit-side equalization technique based on Model Predictive Control (MPC) is presented. The MPC equalizer performs an online optimization subject to eye height constraints at the RX using transmit waveform as a variable. Compared to existing TX equalization schemes such as IIR or Tomlinson-Harashima Precoding, MPC has been shown to achieve the best eye performance for any type of channel, especially when the control signal resolution is low, with minimal overhead at the RX. A simplified Direct Search algorithm and architecture optimization techniques are proposed to realize the MPC equalizer for high-speed links. A 20-tap MPC transmitter has been implemented in 28nm FDSOI technology. For a multidrop channel, the equalizer achieves opening of a closed eye at 4.5Gb/s for PAM2 and 6Gb/s for PAM4 mode.
AbstractList An all-digital nonlinear transmit-side equalization technique based on Model Predictive Control (MPC) is presented. The MPC equalizer performs an online optimization subject to eye height constraints at the RX using transmit waveform as a variable. Compared to existing TX equalization schemes such as IIR or Tomlinson-Harashima Precoding, MPC has been shown to achieve the best eye performance for any type of channel, especially when the control signal resolution is low, with minimal overhead at the RX. A simplified Direct Search algorithm and architecture optimization techniques are proposed to realize the MPC equalizer for high-speed links. A 20-tap MPC transmitter has been implemented in 28nm FDSOI technology. For a multidrop channel, the equalizer achieves opening of a closed eye at 4.5Gb/s for PAM2 and 6Gb/s for PAM4 mode.
Author Bhargava, Pavan
Stojanovic, Vladimir
Taehwan Kim
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  surname: Taehwan Kim
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  givenname: Pavan
  surname: Bhargava
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  givenname: Vladimir
  surname: Stojanovic
  fullname: Stojanovic, Vladimir
  email: vlada@berkeley.edu
  organization: Dept. of Electr. Eng. & Comput. Sci., Univ. of California, Berkeley, Berkeley, CA, USA
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Snippet An all-digital nonlinear transmit-side equalization technique based on Model Predictive Control (MPC) is presented. The MPC equalizer performs an online...
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StartPage 237
SubjectTerms Equalizers
Modulation
Optimization
Predictive control
Receivers
Signal resolution
Transmitters
Title A model predictive control equalization transmitter for asymmetric interfaces in 28nm FDSOI
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