Mutsam A. Jarajreh
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View article: Enhancing Medical Images Security and Efficiency With Adaptive Compressed Sensing and SHA‐3 in Telemedicine
Enhancing Medical Images Security and Efficiency With Adaptive Compressed Sensing and SHA‐3 in Telemedicine Open
Security issues of telemedicine‐based secure transmission of medical images find a very thin line drawn between diagnostic acceptability and cybersecurity. Partial but imperfect solutions emerge. JPEG2000 and HEVC concentrate only on compr…
View article: Effective handling of nonlinear distortions in CO-OFDM using affinity propagation clustering
Effective handling of nonlinear distortions in CO-OFDM using affinity propagation clustering Open
We experimentally demonstrate a system-agnostic and training-data-free nonlinearity compensator, using affinity propagation (AP) clustering in single- and multi-channel coherent optical OFDM (CO-OFDM) for up to 3200 km transmission. We sho…
View article: Cybersecurity Awareness Level: The Case of Saudi Arabia University Students
Cybersecurity Awareness Level: The Case of Saudi Arabia University Students Open
Cybersecurity plays an important role in reliance on digital equipment and programs to manage daily lives chores including the transmission and storage of personal information. Therefore, it is a global issue in our growing society, and it…
View article: Question Answering Systems: A Systematic Literature Review
Question Answering Systems: A Systematic Literature Review Open
Question answering systems (QAS) are developed to answer questions presented in natural language by extracting the answer. The development of QAS is aimed at making the Web more suited to human use by eliminating the need to sift through a…
View article: Compensation of nonlinear distortion in coherent optical OFDM systems using a MIMO deep neural network-based equalizer
Compensation of nonlinear distortion in coherent optical OFDM systems using a MIMO deep neural network-based equalizer Open
A novel nonlinear equalizer based on a multiple-input multiple-output (MIMO) deep neural network (DNN) is proposed and experimentally demonstrated for compensation of inter-subcarrier nonlinearities in a 40 Gb/s coherent optical orthogonal…
View article: A Blind Nonlinearity Compensator Using DBSCAN Clustering for Coherent Optical Transmission Systems
A Blind Nonlinearity Compensator Using DBSCAN Clustering for Coherent Optical Transmission Systems Open
Coherent fiber-optic communication systems are limited by the Kerr-induced nonlinearity. Benchmark optical and digital nonlinearity compensation techniques are typically complex and tackle deterministic-induced nonlinearities. However, the…
View article: Reduced-Complexity Artificial Neural Network Equalization for Ultra-High-Spectral-Efficient Optical Fast-OFDM Signals
Reduced-Complexity Artificial Neural Network Equalization for Ultra-High-Spectral-Efficient Optical Fast-OFDM Signals Open
Digital-based artificial neural network (ANN) machine learning is harnessed to reduce fiber nonlinearities, for the first time in ultra-spectrally-efficient optical fast orthogonal frequency division multiplexed (Fast-OFDM) signals. The pr…
View article: A Blind Nonlinearity Compensator Using DBSCAN Clustering for Coherent Optical Transmission Systems
A Blind Nonlinearity Compensator Using DBSCAN Clustering for Coherent Optical Transmission Systems Open
We experimentally demonstrate, for the first time, blind nonlinearity compensation using the Density-Based Spatial-Clustering of Applications with Noise (DBSCAN) algorithm for a 40-Gb/s 16-quadrature amplitude modulated being transmitted a…