Quantity over Quality: Dithered Quantization for Compressive Radar Systems

E. H. Lloyd, Least-squares estimation of location and scale parameters using order statistics. Biometrika 39

1952

Earlier work this paper cites.

R. M. Gray, T. G. Stockham, Dithered quantizers , IEEE Trans. Inf. Th., 39

1993

Earlier work this paper cites.

B. Brannon, Overcoming Converter Nonlinearities with Dither , Application note AN-410, ANALOG DEVICE, 1996

1996

Earlier work this paper cites.

E. Candès, J. Romberg, T. Tao, Stable signal recovery from incomplete and inaccurate measurements , Commun. Pure Appl. Math., 59

2006

Earlier work this paper cites.

M. A. Herman, T. Strohmer, High-resolution radar via compressed sensing, IEEE Trans. Signal Process., 57

2009

Earlier work this paper cites.

T. Blumensath, M. Davies, Iterative Hard Thresholding for Compressed Sensing , Appl. Comp. Harm. Anal., 27

2009

Earlier work this paper cites.

J. Ender, On compressive sensing applied to radar , Signal Processing, 90

2010

Earlier work this paper cites.

S. Foucart, H. Rauhut, A mathematical introduction to compressive sensing . 1

2013

Cited alongside, same era.

L. Jacques, K. Degraux, C. De Vleeschouwer, Quantized Iterative Hard Thresholding: Bridging 1-bit and High-Resolution Quantized Compressed Sensing , Sampta 2013, arXiv:1305.1786

Original

2013

Cited alongside, same era.

L. Jacques, J. N. Laska, P. T. Boufounos, R. G. Baraniuk, Robust 1-bit compressive sensing via binary stable embeddings of sparse vectors . IEEE Trans. Inf. Th., 59

2013

Cited alongside, same era.

Y. Plan, R. Vershynin, Dimension reduction by random hyperplane tessellations. Discr. & Comp. Geom., 51

2014

Cited alongside, same era.

P. T. Boufounos, L. Jacques, F. Krahmer, R. Saab, Quantization and compressive sensing . In Compressed sensing and its applications, 2015 (pp. 193-237). Birkhäuser, Cham

2015

J. Li, M. Naghsh, S. Zahabi, M. Modarres-Hashemi, Compressive radar sensing via one-bit sampling with time-varying thresholds , In Sig., Sys. Comp., IEEE Asilomar Conf., 1164-1168, 2016

2016

Later among the works it cites.

L. Jacques, Error decay of (almost) consistent signal estimations from quantized Gaussian random projections . IEEE Trans. Inf. Th., 62

2016

Later among the works it cites.

X. Wang, G. Li, Y. Liu, M. G. Amin, Enhanced 1-Bit Radar Imaging by Exploiting Two-Level Block Sparsity , IEEE Trans. Geo. Rem. Sens., 2018

2018

Closest in time.

T. Feuillen, C. Xu, L. Vandendorpe, L. Jacques, 1-bit Localization Scheme for Radar using Dithered Quantized Compressed Sensing CoSeRa 2018, arXiv:1806.05408

Original

2018

Closest in time.

C. Xu, L. Jacques, Quantized compressive sensing with RIP matrices: The benefit of dithering , arXiv:1801.05870, 2018