PulseAugur
EN
LIVE 06:50:59

Research report details noise-shaped coefficients in discrete polynomial Fourier extension

This research report delves into the intricacies of noise-shaped one-bit coefficients within normalized discrete polynomial Fourier extension. It explores error analysis for first-order Sigma-Delta quantization, establishing an O(N^-1) approximation rate on compact parameter sets for specific parabolic phases. The study also derives higher-order finite-record identities and demonstrates O(N^-r) decay for rth-order noise-shaped errors under certain conditions. The report further includes extensions to various complex scenarios, such as multidimensional parameter families and correlated state models. AI

RANK_REASON The item is a research report published on arXiv detailing mathematical and computational methods. [lever_c_demoted from research: ic=1 ai=0.4]

Read on arXiv cs.CL →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Research report details noise-shaped coefficients in discrete polynomial Fourier extension

COVERAGE [1]

  1. arXiv cs.CL TIER_1 English(EN) · Shengquan Wang ·

    Research Report on Noise-Shaped One-Bit Coefficients in Discrete Polynomial Fourier Extension

    arXiv:2607.24868v1 Announce Type: new Abstract: This report studies noise-shaped one-bit coefficients in normalized discrete polynomial Fourier extension. For first-order Sigma-Delta quantization, the error is written as $e_k=u_k-q_k=\Delta v_k$ with a uniformly bounded state. Di…