An overview of signal processing techniques for RIS/IRS-aided wireless systems

C Pan, G Zhou, K Zhi, S Hong, T Wu… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
In the past as well as present wireless communication systems, the wireless propagation
environment is regarded as an uncontrollable black box that impairs the received signal …

Integrated sensing and communication signals toward 5G-A and 6G: A survey

Z Wei, H Qu, Y Wang, X Yuan, H Wu… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Integrated sensing and communication (ISAC) has the advantages of efficient spectrum
utilization and low hardware cost. It is promising to be implemented in the fifth-generation …

[图书][B] Modern signal processing

XD Zhang - 2022 - books.google.com
The book systematically introduces theories of frequently-used modern signal processing
methods and technologies, and focuses discussions on stochastic signal, parameter …

Channel estimation with reconfigurable intelligent surfaces—A general framework

AL Swindlehurst, G Zhou, R Liu, C Pan… - Proceedings of the …, 2022 - ieeexplore.ieee.org
Optimally extracting the advantages available from reconfigurable intelligent surfaces (RISs)
in wireless communications systems requires estimation of the channels to and from the RIS …

Tensor decomposition for signal processing and machine learning

ND Sidiropoulos, L De Lathauwer, X Fu… - … on signal processing, 2017 - ieeexplore.ieee.org
Tensors or multiway arrays are functions of three or more indices (i, j, k,...)-similar to matrices
(two-way arrays), which are functions of two indices (r, c) for (row, column). Tensors have a …

ESPRIT-estimation of signal parameters via rotational invariance techniques

R Roy, T Kailath - IEEE Transactions on acoustics, speech, and …, 1989 - ieeexplore.ieee.org
An approach to the general problem of signal parameter estimation is described. The
algorithm differs from its predecessor in that a total least-squares rather than a standard …

Sensitivity to basis mismatch in compressed sensing

Y Chi, LL Scharf, A Pezeshki… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
The theory of compressed sensing suggests that successful inversion of an image of the
physical world (broadly defined to include speech signals, radar/sonar returns, vibration …

MUSIC, maximum likelihood, and Cramer-Rao bound

P Stoica, A Nehorai - IEEE Transactions on Acoustics, speech …, 1989 - ieeexplore.ieee.org
The performance of the MUSIC and ML methods is studied, and their statistical efficiency is
analyzed. The Cramer-Rao bound (CRB) for the estimation problems is derived, and some …

Matrix pencil method for estimating parameters of exponentially damped/undamped sinusoids in noise

Y Hua, TK Sarkar - IEEE Transactions on Acoustics, Speech …, 1990 - ieeexplore.ieee.org
A study of a matrix pencil method for estimating frequencies and damping factors of
exponentially damped and/or undamped sinusoids in noise is presented. Comparison of this …

Application of antenna arrays to mobile communications. II. Beam-forming and direction-of-arrival considerations

LC Godara - Proceedings of the IEEE, 1997 - ieeexplore.ieee.org
Array processing involves manipulation of signals induced on various antenna elements. Its
capabilities of steering nulls to reduce cochannel interferences and pointing independent …