Dynamic ADC and Equalizer Adaptation with Background SNR Monitoring for a DSP-Based PAM-4 Receiver

ADC-DSP-based PAM-4 receivers are widely used in 100+ Gbps data links to compensate for high channel losses through flexible digital equalization. To support applications ranging from very short- to long-reach, where channel loss can vary by over 20 dB, it is crucial to incorporate both channel-adaptive ADCs and equalizers for optimizing energy efficiency during operation. This paper introduces a system controller with an integrated SNR monitor that dynamically reconfigures the ADC resolution and FFE tap count in the background. By maintaining a relatively constant SNR at the input of the PAM-4 demodulator, hardware resources are co-optimized to reduce power consumption while achieving a target bit error rate (BER) of 10<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">-6</sup>. A digital engine for a 112 Gb/s PAM-4 receiver, featuring a 1-tap DFE and reconfigurable ADC and FFE, is implemented to handle channel losses ranging from 12.4 dB to 34.5 dB. By automatically reducing the ADC resolution and FFE taps from 6 to 5 bits and from 24 to 6 taps, respectively, power savings of over 40% are achieved.

Authors

Institutions

Publication Details

Published
2025-05-25
DOI
https://doi.org/10.1109/iscas56072.2025.11043799
Primary Topic
Advanced Electrical Measurement Techniques
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Dynamic ADC and Equalizer Adaptation with Background SNR Monitoring for a DSP-Based PAM-4 Receiver

Wei‐Zen Chen, R. T. Kuo, You-Cheng Tu
Advanced Electrical Measurement Techniques
article

Dynamic ADC and Equalizer Adaptation with Background SNR Monitoring for a DSP-Based PAM-4 Receiver

Wei‐Zen Chen, R. T. Kuo, You-Cheng Tu
article en

Abstract

ADC-DSP-based PAM-4 receivers are widely used in 100+ Gbps data links to compensate for high channel losses through flexible digital equalization. To support applications ranging from very short- to long-reach, where channel loss can vary by over 20 dB, it is crucial to incorporate both channel-adaptive ADCs and equalizers for optimizing energy efficiency during operation. This paper introduces a system controller with an integrated SNR monitor that dynamically reconfigures the ADC resolution and FFE tap count in the background. By maintaining a relatively constant SNR at the input of the PAM-4 demodulator, hardware resources are co-optimized to reduce power consumption while achieving a target bit error rate (BER) of 10<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">-6</sup>. A digital engine for a 112 Gb/s PAM-4 receiver, featuring a 1-tap DFE and reconfigurable ADC and FFE, is implemented to handle channel losses ranging from 12.4 dB to 34.5 dB. By automatically reducing the ADC resolution and FFE taps from 6 to 5 bits and from 24 to 6 taps, respectively, power savings of over 40% are achieved.

National Yang Ming Chiao Tung University (TW)
Ministry of Science and Technology
Affordable and clean energy
Openalex Percentile: Top 87%
Advanced Electrical Measurement Techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.