Mohammed Sofiane Bendelhoum
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View article: Enhancing network resilience and energy efficiency in the El Abiodh Sidi Cheikh grid through load flow analysis
Enhancing network resilience and energy efficiency in the El Abiodh Sidi Cheikh grid through load flow analysis Open
This study investigates the performance of the El Abiodh Sidi Cheikh (ESC) electrical grid, focusing on energy efficiency, system stability, and the integration of renewable energy sources. Numerical methods, including the Newton-Raphson (…
View article: Optimal Filter Selection for MIMO F-OFDM Systems in 5G Wireless Communication
Optimal Filter Selection for MIMO F-OFDM Systems in 5G Wireless Communication Open
Strong demand for mobile broadband cellular systems has boosted the popularity of emerging high-speed modulation technologies such as multiple input multiple output (MIMO) and cyclic prefix orthogonal frequency division multiplexing (CP-OF…
View article: Advancing Facial Expression Recognition -- Enhanced MobileNetV3 with Integrated Coordinate Attention and Dynamic Kernel Adaptation
Advancing Facial Expression Recognition -- Enhanced MobileNetV3 with Integrated Coordinate Attention and Dynamic Kernel Adaptation Open
This paper presents an improved approach for facial expression recognition (FER), which incorporates the Coordinate Attention (CAM) mechanism into MobileNetV3, a lightweight CNN widely used for its real-time applications on low-power devic…
View article: Decoding the brain: EEG applications in sensory processing, emotion recognition, and pain assessment
Decoding the brain: EEG applications in sensory processing, emotion recognition, and pain assessment Open
This work explores the diverse applications of electroencephalography (EEG) across sensory processing, emotion recognition, and pain assessment. It analyzes recent studies employing EEG to investigate auditory perception, visual processing…
View article: Enhanced facial expression recognition using transfer learning and M-CLAHE
Enhanced facial expression recognition using transfer learning and M-CLAHE Open
In recent years, Facial Expression Recognition (FER) techniques have gained substantial attention within the realm of biometric technology due to their wide range of applications, including emotion analysis, human-computer interaction, and…
View article: Deep learning-driven channel coding: enhancing performance in LDS-CDMA and NOMA systems
Deep learning-driven channel coding: enhancing performance in LDS-CDMA and NOMA systems Open
This paper presents an innovative approach to channel coding for LDS-CDMA and NOMA systems through the integration of deep learning techniques. By leveraging neural networks within the channel coding process, the proposed model achieves su…
View article: Enhancing arabic handwriting recognition through optimized deep learning frameworks
Enhancing arabic handwriting recognition through optimized deep learning frameworks Open
Detecting Arabic handwriting is challenging due to letter shapes, intervening segments, and diacritical marks, despite recent advances in pattern recognition. Deep learning architectures ConvNeXt and NFNet-F5 and the meta-heuristic optimiz…
View article: Improving Performance of MC-CDMA Systems Using UTTCM Channel Coding
Improving Performance of MC-CDMA Systems Using UTTCM Channel Coding Open
Over the past decade, personal communications have witnessed exponential growth, fueled by the increasing number of connected users and the diversity of transmitted data types. This expansion necessitates a boost in the transmission system…
View article: Deep Learning-Powered Beamforming for 5G Massive MIMO Systems
Deep Learning-Powered Beamforming for 5G Massive MIMO Systems Open
In this study, a ResNeSt-based deep learning approach to beamforming for 5G massive multiple-input multiple-output (MIMO) systems is presented. The ResNeSt-based deep learning method is harnessed to simplify and optimize the beamforming pr…
View article: Advanced dynamic stability system developed for nonlinear load
Advanced dynamic stability system developed for nonlinear load Open
The conventional production of electrical energy gives rise to environmental problems and involves high production costs. To cope with the increasing demand for electrical loads and to optimize power transmission on the grid, it is imperat…
View article: VRE Integrating in PIAT grid with aFRR using PSS, MPPT, and PSO-based Techniques: A Case Study Kabertene
VRE Integrating in PIAT grid with aFRR using PSS, MPPT, and PSO-based Techniques: A Case Study Kabertene Open
The Fluctuations in demand and weather conditions have a significant impact on the frequency and the voltage of Algeria's isolated PIAT power grid. To maintain stability and reliable power supply, it is crucial to keep these quantities clo…
View article: A new robust SIDA-PBC approach to control a DFIG
A new robust SIDA-PBC approach to control a DFIG Open
Credible control and overall stabilization of closed-loop nonlinear systems presented in a port-controlled hamiltonian structure (PCH-D) were forever the development of the simultaneous interconnection and damping assignment passivity-base…
View article: A novel theoretical study of elastic and electronic properties of Os2YAl, (Y=Sc, Ti, V) Heusler Alloys
A novel theoretical study of elastic and electronic properties of Os2YAl, (Y=Sc, Ti, V) Heusler Alloys Open
In this study, we have investigated the structural, electronic, and elastic properties of a new series of Os2YAl, (Y=Sc, Ti, V) alloys called "Full Heusler", based on the Wien2k code using the functional density theory (DFT). The exchange …
View article: Transmission performance in compressed medical images using turbo code
Transmission performance in compressed medical images using turbo code Open
Medical imaging is now an essential support for screening, diagnosis, treatment protocols implementation, patient monitoring, operative preparation and post-operative control. In addition, scientific and technological advances make it poss…
View article: Studying and Modeling the Performance of the TCM-STBC Systems in the Rayleigh Channel
Studying and Modeling the Performance of the TCM-STBC Systems in the Rayleigh Channel Open
Multiple-input multiple-output (MIMO) systems will play an important role in future generations of wireless networks. Space-time block code (STBC) and space-time trellis code (STTC) are two techniques that may be used in multi-antenna radi…
View article: An Improved Downlink MC-CDMA System for Efficient Image Transmission
An Improved Downlink MC-CDMA System for Efficient Image Transmission Open
Image compression is an essential stage of the data archiving and transmitting process, as it reduces the number of bits and the time required to complete the transmission. In this article, a study of image transmission over the Multi-Carr…