Channel estimation based on neural network in space time block coded MIMO–OFDM system

MN Seyman, N TaşPıNar - Digital Signal Processing, 2013 - Elsevier
In this study, we propose feed-forward multilayered perceptron (MLP) neural network trained
with the Levenberg–Marquardt algorithm to estimate channel parameters in MIMO–OFDM …

A neural network based channel estimation scheme for OFDM system

K Hiray, KV Babu - 2016 International Conference on …, 2016 - ieeexplore.ieee.org
Recent wireless standards prefer orthogonal frequency division multiplexing (OFDM) along
with multiple input multiple output (MIMO) to offer high spectral efficiency services for any …

A new optimized least‐square sparse channel estimation scheme for underwater acoustic communication

A Kumar - International Journal of Communication Systems, 2023 - Wiley Online Library
In underwater acoustic (UWA) communication, orthogonal frequency division multiplexing
(OFDM) is a promising technology that is highly essential to get channel state information …

Pilot tones optimization using artificial bee colony algorithm for MIMO–OFDM systems

MN Seyman, N Taşpınar - Wireless personal communications, 2013 - Springer
How to design the pilot tones that are used in channel estimation has a significant effect on
the estimation performance. To achieve good performance in least square (LS) algorithm …

A survey on fuzzy logic applications in wireless and mobile communication for LTE networks

A Mudassir, S Akhtar, H Kamel… - 2016 10th International …, 2016 - ieeexplore.ieee.org
This paper conducts a comprehensive survey on fuzzy logic applications in wireless and
mobile communication area in general and of growing LTE communication networks in …

[PDF][PDF] Fuzzy Logic Applications in Wireless Communications.

M Erman, A Mohammed… - IFSA/EUSFLAT Conf., 2009 - researchgate.net
A survey of fuzzy logic applications and principles in wireless communications is presented,
with the aim of highlighting successful usage of fuzzy logic techniques in applied …

Neural network based receiver for multiuser detection in MC-CDMA systems

N Taşpınar, M Çiçek - Wireless Personal Communications, 2013 - Springer
In this paper, we present a multiuser detection technique based on artificial neural network
(NN) for synchronous multicarrier code division multiple access systems over Rayleigh …

Channel estimation using radial basis function neural network in OFDM–IDMA system

Ş Şimşir, N Taşpınar - Wireless Personal Communications, 2015 - Springer
In this paper, channel estimation based on Radial Basis Function Neural Network (RBFNN)
is proposed to estimate channel frequency responses in orthogonal frequency division …

[HTML][HTML] Adaptive neuro-fuzzy based hybrid classification model for emotion recognition from EEG signals

FK Bardak, MN Seyman, F Temurtaş - Neural Computing and Applications, 2024 - Springer
Emotion recognition using physiological signals has gained significant attention in recent
years due to its potential applications in various domains, such as healthcare and …

Hybrid AE and Bi-LSTM-Aided Sparse Multipath Channel Estimation in OFDM Systems

V Kondepogu, B Bhattacharyya - IEEE Access, 2024 - ieeexplore.ieee.org
OFDM is a powerful modulation technique that efficiently transmits high-speed digital data
over frequency-selective fading channels. It divides the signal into multiple subcarriers, each …