A novel nonlinear optimization method for fitting a noisy Gaussian activation function

J Li, F Ding, T Hayat - … Journal of Adaptive Control and Signal …, 2022 - Wiley Online Library
It is significant to fit a Gaussian function with the observation data for artificial intelligence or
other engineering fields. Considering the influence of noises, this article proposes a …

Sparse channel estimation for MIMO-OFDM systems in high-mobility situations

X Ma, F Yang, S Liu, J Song… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
A new approach of channel estimation for multiantenna systems is put forward in this paper,
which can be adopted in high-mobility situations such as high speed trains. The channel …

A hybrid method for identifying the spring energy storage state of operating mechanism in circuit breakers

Y Shi, Y Zhou, Y Ren, W Sun… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Robust spring energy state identification of the operating mechanism is of great significance
for monitoring the overall performance of the circuit breakers. However, rapid monitoring of …

A novel noise suppression channel estimation method based on adaptive weighted averaging for OFDM systems

M Zhang, X Zhou, C Wang - Symmetry, 2019 - mdpi.com
Orthogonal frequency division multiplexing (OFDM) systems have inherent symmetric
properties, such as coding and decoding, constellation mapping and demapping, inverse …

Fast fading channel estimation by Kalman filtering and CIR support tracking

Z Jellali, LN Atallah - IEEE Transactions on Broadcasting, 2017 - ieeexplore.ieee.org
Structured estimation of channel impulse response (CIR) is considered in orthogonal
frequency division multiplexing (OFDM) systems for which the channel exhibits a sparse …

An Improved Orthogonal Matching Pursuit Algorithm for CS-Based Channel Estimation

L Si, W Xu, X Yu, H Yin - Sensors, 2023 - mdpi.com
Wireless broadband transmission channels usually have time-domain-sparse properties,
and the reconstruction of these channels using a greedy search-based orthogonal matching …

Sparse channel estimation for interference limited OFDM systems and its convergence analysis

A Bishnu, V Bhatia - IEEE Access, 2017 - ieeexplore.ieee.org
Wireless communication channels are highly prone to interference in addition to the
presence of additive white Gaussian noise (AWGN). Stochastic gradient (SG)-based non …

OFDM signal recovery in deep faded erasure channel

A Rahmati, K Raahemifar, TA Tsiftsis… - IEEE …, 2018 - ieeexplore.ieee.org
In high-speed digital wireless communication applications, the intersymbol interference
channel may have spectral nulls or erasures, which may degrade the orthogonal frequency …

Modified omp algorithm for compressible channel impulse response estimation

G Dziwoki, M Kucharczyk, J Izydorczyk - Computer Networks: 25th …, 2018 - Springer
Wireless communication link at the physical layer can be described as a signal transmission
over multiple propagation paths which are different in the gain and the delay. But in reality …

Virtual oversampling of sparse channel impulse response

M Kucharczyk, G Dziwoki, J Izydorczyk, W Sułek… - … Conference, CN 2019 …, 2019 - Springer
The paper presents the problem of determining the impulse response of a sparse channel,
in which the propagation path delays are not restricted to the sampling grid of the signal …