Search Results - "Arjoune, Youness"

A Comprehensive Survey on Spectrum Sensing in Cognitive Radio Networks: Recent Advances, New Challenges, and Future Research Directions by Arjoune, Youness, Kaabouch, Naima

“…Cognitive radio technology has the potential to address the shortage of available radio spectrum by enabling dynamic spectrum access. Since its introduction,…”
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Wideband Spectrum Sensing: A Bayesian Compressive Sensing Approach by Arjoune, Youness, Kaabouch, Naima

“…Sensing the wideband spectrum is an important process for next-generation wireless communication systems. Spectrum sensing primarily aims at detecting unused…”
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Neuromorphic Architecture Accelerated Automated Seizure Detection in Multi-Channel Scalp EEG by Ambati, Ravi, Raja, Shanker, Al-Hameed, Majed, John, Titus, Arjoune, Youness, Shekhar, Raj

“…Epileptic focal seizures can be localized in the brain using tracer injections during or immediately after the incidence of a seizure. A real-time automated…”
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Soybean cyst nematode detection and management: a review by Arjoune, Youness, Sugunaraj, Niroop, Peri, Sai, Nair, Sreejith V, Skurdal, Anton, Ranganathan, Prakash, Johnson, Burton

“…Abstract Soybeans play a key role in global food security. U.S. soybean yields, which comprise $$32\%$$ 32 % of the total soybeans planted in the world,…”
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An Instance Segmentation and Clustering Model for Energy Audit Assessments in Built Environments: A Multi-Stage Approach by Arjoune, Youness, Peri, Sai, Sugunaraj, Niroop, Biswas, Avhishek, Sadhukhan, Debanjan, Ranganathan, Prakash

“…Heat loss quantification (HLQ) is an essential step in improving a building's thermal performance and optimizing its energy usage. While this problem is…”
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A Noise-Robust Heart Sound Segmentation Algorithm Based on Shannon Energy by Arjoune, Youness, Nguyen, Trong N, Doroshow, Robin W, Shekhar, Raj

“…Heart sound segmentation has been shown to improve the performance of artificial intelligence (AI)-based auscultation decision support systems increasingly…”
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StethAid: A Digital Auscultation Platform for Pediatrics by Arjoune, Youness, Nguyen, Trong N, Salvador, Tyler, Telluri, Anha, Schroeder, Jonathan C, Geggel, Robert L, May, Joseph W, Pillai, Dinesh K, Teach, Stephen J, Patel, Shilpa J, Doroshow, Robin W, Shekhar, Raj

“…(1) Background: Mastery of auscultation can be challenging for many healthcare providers. Artificial intelligence (AI)-powered digital support is emerging as…”
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Multi-Attributes, Utility-Based, Channel Quality Ranking Mechanism for Cognitive Radio Networks by Arjoune, Youness, Mrabet, Zakaria, Kaabouch, Naima

“…[...]even though these techniques rank the channel using some parameters and perform well under specific settings, they consider parameters separately in the…”
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Automated identification of innocent Still's murmur using a convolutional neural network by Shekhar, Raj, Vanama, Ganesh, John, Titus, Issac, James, Arjoune, Youness, Doroshow, Robin W.

“…Background Still's murmur is the most prevalent innocent heart murmur of childhood. Auscultation is the primary clinical tool to identify this murmur as…”
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Primary User Emulation Attacks: A Detection Technique Based on Kalman Filter by Mrabet, Zakaria El, Arjoune, Youness, Ghazi, Hassan El, Majd, Badr Abou Al, Kaabouch, Naima

“…Cognitive radio technology addresses the problem of spectrum scarcity by allowing secondary users to use the vacant spectrum bands without causing interference…”
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Experience-driven learning-based intelligent hybrid beamforming for massive MIMO mmWave communications by Arjoune, Youness, Faruque, Saleh

“…We have studied massive MIMO hybrid beamforming (HBF) for millimeter-wave (mmWave) communications, where the transceivers only have a few radio frequency chain…”
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A performance comparison of measurement matrices in compressive sensing by Arjoune, Youness, Kaabouch, Naima, El Ghazi, Hassan, Tamtaoui, Ahmed

“…Summary Compressive sensing involves 3 main processes: signal sparse representation, linear encoding or measurement collection, and nonlinear decoding or…”
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Technical Characterization of Digital Stethoscopes: Toward Scalable Artificial Intelligence-Based Auscultation by Arjoune, Youness, Nguyen, Trong N., Doroshow, Robin W., Shekhar, Raj

“…Digital stethoscopes can enable the development of integrated artificial intelligence (AI) systems that can remove the subjectivity of manual auscultation,…”
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Technical characterisation of digital stethoscopes: towards scalable artificial intelligence-based auscultation by Arjoune, Youness, Nguyen, Trong N., Doroshow, Robin W., Shekhar, Raj

“…Digital stethoscopes can enable the development of integrated artificial intelligence (AI) systems that can remove the subjectivity of manual auscultation,…”
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Exploration of Deep Learning Models for Maximum Throughput to Hybrid Beamforming and Compressive Channel Estimation by Arjoune, Youness

“…The overall objective of this dissertation is to improve the capacity of 5G and Beyond systems by improving spectral efficiency, efficiently managing…”
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Smart Jamming Attacks in 5G New Radio: A Review by Arjoune, Youness, Faruque, Saleh

“…The fifth generation of wireless cellular networks (5G) is expected to be the infrastructure for emergency services, natural disasters rescue, public safety,…”
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862. Machine Learning to Differentiate Group A Streptococcal (GAS) from Non-GAS Pharyngitis Using a Custom Smartphone App by Hamdy, Rana F, Nguyen, Trong, Ansusinha, Emily, Arjoune, Youness, Dome, Jeffrey S, Shekhar, Raj

“…Abstract Background Sore throat is one of the top three reasons for ambulatory pediatric visits in the United States. Approximately one-third of children with…”
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Artificial Intelligence for 5G Wireless Systems: Opportunities, Challenges, and Future Research Direction by Arjoune, Youness, Faruque, Saleh

“…The advent of the wireless communications systems augurs new cutting-edge technologies, including self-driving vehicles, unmanned aerial systems, autonomous…”
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On Spectrum Sensing, a Machine Learning Method for Cognitive Radio Systems by Arjoune, Youness, Kaabouch, Naima

“…Spectrum sensing plays an important role in enabling cognitive radio technology for the up-and-coming generation of wireless communication systems. Over the…”
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Compressive sensing: Performance comparison of sparse recovery algorithms by Arjoune, Youness, Kaabouch, Naima, El Ghazi, Hassan, Tamtaoui, Ahmed

“…Spectrum sensing is an important process in cognitive radio. Spectrum sensing techniques suffer from high processing time, hardware cost, and computational…”
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