activity
20082021
most citedDistributed noise-shaping quantization: I. Beta duals of finite frames and near-optimal quantization of random measurements

25 citations · 83 across the 10 of their papers we have counts for

collaborators
Showing cs.ITShow all

6 papers · 1 filter

cs.IT2021

Approximation with one-bit polynomials in Bernstein form

C. Sinan Güntürk, Weilin Li

We prove various theorems on approximation using polynomials with integer coefficients in the Bernstein basis of any given order. In the extreme, we draw the coefficients from $\{…

cs.IT2021

Quantization for spectral super-resolution

C. Sinan Güntürk, Weilin Li

We show that the method of distributed noise-shaping beta-quantization offers superior performance for the problem of spectral super-resolution with quantization whenever there is…

cs.IT2014★ 25 cited

Distributed noise-shaping quantization: I. Beta duals of finite frames and near-optimal quantization of random measurements

Evan Chou, Sinan Güntürk

This paper introduces a new algorithm for the so-called "Analysis Problem" in quantization of finite frame representations which provides a near-optimal solution in the case of ran…

cs.IT2010★ 8 cited

Sobolev Duals for Random Frames and Sigma-Delta Quantization of Compressed Sensing Measurements

S. Güntürk, A. Powell, R. Saab +1

Quantization of compressed sensing measurements is typically justified by the robust recovery results of Candès, Romberg and Tao, and of Donoho. These results guarantee that if a u…

cs.IT2010

An Optimal Family of Exponentially Accurate One-Bit Sigma-Delta Quantization Schemes

Percy Deift, C. Sinan Güntürk, Felix Krahmer

Sigma-Delta modulation is a popular method for analog-to-digital conversion of bandlimited signals that employs coarse quantization coupled with oversampling. The standard mathemat…

cs.IT2008★ 24 cited

The Golden Ratio Encoder

I. Daubechies, C. S. Güntürk, Y. Wang +1

This paper proposes a novel Nyquist-rate analog-to-digital (A/D) conversion algorithm which achieves exponential accuracy in the bit-rate despite using imperfect components. The pr…