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Novel low resolution ADC-DSP optimization based on non-uniform quantization and MLSE for data centers interconnects.

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    A novel combined analog-to-digital-converter (ADC) and digital-signal-processing (DSP) scheme uses non-uniform quantization for improved optical communication receivers. This method enhances signal-to-noise ratio (SNR) and offers low-cost, low-power solutions.

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    Area of Science:

    • Electrical Engineering
    • Optical Communications
    • Signal Processing

    Background:

    • High-speed optical communication receivers face bottlenecks due to analog-to-digital-converter (ADC) resolution.
    • Existing receiver architectures struggle with power consumption and cost.

    Purpose of the Study:

    • To propose a new combined ADC-DSP scheme optimizing non-uniform quantization for MLSE receivers.
    • To enable the use of low-resolution ADCs in optical communication systems.

    Main Methods:

    • Development of a novel non-uniform quantization technique.
    • Optimization of the scheme for Maximum Likelihood Sequence Estimation (MLSE) receivers.
    • Monte-simulation for performance evaluation.

    Main Results:

    • Demonstrated significant Signal-to-Noise Ratio (SNR) gain over conventional designs.
    • Validated the effectiveness of the non-uniform quantization method.
    • Achieved performance improvements using low-resolution ADC devices.

    Conclusions:

    • The proposed ADC-DSP scheme offers a viable solution for high-speed optical communications.
    • This approach can lead to low-cost and low-power digital implementations.
    • It is particularly suitable for datacenter interconnects.