activity
20062023
most citedGeneralized Memory Approximate Message Passing

6 citations · 16 across the 6 of their papers we have counts for

collaborators

6 papers

eess.SP2023★ 1 cited

Low-Complexity Memory AMP Detector for High-Mobility MIMO-OTFS SCMA Systems

Yao Ge, Lei Liu, Shunqi Huang +3

Efficient signal detectors are rather important yet challenging to achieve satisfactory performance for large-scale communication systems. This paper considers a non-orthogonal spa…

eess.SP2022

Algebra of L-banded Matrices

Shunqi Huang, Lei Liu, Brian M. Kurkoski

Convergence is a crucial issue in iterative algorithms. Damping is commonly employed to ensure the convergence of iterative algorithms. The conventional ways of damping are scalar-…

cs.IT2022

Sufficient Statistic Memory Approximate Message Passing

Lei Liu, Shunqi Huang, Brian M. Kurkoski

Approximate message passing (AMP) type algorithms have been widely used in the signal reconstruction of certain large random linear systems. A key feature of the AMP-type algorithm…

cs.IT2021★ 6 cited

Sufficient-Statistic Memory AMP

Lei Liu, Shunqi Huang, YuZhi Yang +2

Approximate message passing (AMP) type algorithms have been widely used in the signal reconstruction of certain large random linear systems. A key feature of the AMP-type algorithm…

cs.IT2021★ 6 cited

Generalized Memory Approximate Message Passing

Feiyan Tian, Lei Liu, Xiaoming Chen

Generalized approximate message passing (GAMP) is a promising technique for unknown signal reconstruction of generalized linear models (GLM). However, it requires that the transfor…

astro-ph2006★ 3 cited

Chaotic Feature in the Light Curve of 3C 273

Lei Liu

Some nonlinear dynamical techniques, including state-space reconstruction and correlation integral, are used to analyze the light curve of 3C 273. The result is compared with a cha…