mlsanityData to 14 Oct 2026

Analytical Derivation of Quantization Error in Threshold Level Quantizers Using Bipolar PFM

arXiv 2602.17471 ↗First posted 19 Feb 2026eess.SPcited by 0

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Abstract (arXiv)

Uniform quantization is a topic that has been extensively studied. However and although an analytical description of quantization noise has been proposed, most descriptions of the spectral properties of quantization error resort to statistical descriptions. In this paper, we show how the spectrum of a quantized signal can be expressed using pulse frequency modulation. We first establish the equivalence of a uniform quantizer with a system based on the bipolar pulse frequency modulation and we define afterwards the Fourier transform of the quantized signal using pulse frequency modulation properties. This model brings a more intuitive understanding of the spectral structure of quantization noise and complements prior research in the topic. The results of the paper can be directly applied to level crossing ADCs with zero-order-hold interpolators, giving an accurate estimation of their performance.

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References · 1

  1. 2023A Different View of Sigma-Delta Modulators Under the Lens of Pulse Frequency Modulationcited by 1

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