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Viewing Publication 1 - 100 from 232

2024

Benchmarking Deep Learning Frameworks for Automated Diagnosis of Ocular Toxoplasmosis: A Comprehensive Approach to Classification and SegmentationSyed Samiul Alam, Samiul Based Shuvo, Shams Nafisa Ali, Fardeen Ahmed, Arbil Chakma, Yeong Min Jang. access, 12:22759-22777, 2024. [doi]

Feature Selection for Lightweight Deep Learning Based CO2 Level Prediction in Edge DeviceKhairi Hindriyandhito, Radityo Fajar Pamungkas, Ida Bagus Krishna Yoga Utama, Byungdeok Chung, Yeong Min Jang. icaiic 2024: 856-859 [doi]

Proximity-Driven Light Intensity Modulation for Enhanced Bidirectional Optical Camera CommunicationMuhammad Rangga Aziz Nasution, Herfandi Herfandi, Ones Sanjerico Sitanggang, Byungdeok Chung, Yeong Min Jang. icaiic 2024: 851-855 [doi]

Proximity-Based Optical Camera Communication with Multiple Transmitters Using Deep LearningMuhammad Rangga Aziz Nasution, Herfandi Herfandi, Ones Sanjerico Sitanggang, Huy Nguyen, Yeong Min Jang. sensors, 24(2):702, January 2024. [doi]

Machine Learning Based Battery Anomaly Detection Using Empirical DataMd Shahriar Nazim, Yeong Min Jang, Byungdeok Chung. icaiic 2024: 847-850 [doi]

Design and Implementation of Deep Learning-Based MIMO C-OOK Scheme for Optical Camera Communication Considering Mobility EnvironmentHuy Nguyen, Yeong Min Jang. icaiic 2024: 860-863 [doi]

Design and Implementation of a Hybrid Optical Camera Communication System for Indoor ApplicationsHuy Nguyen, Nam Tuan Le, Duy Tuan Anh Le, Yeong Min Jang. sensors, 24(1):300, 2024. [doi]

Enabling Technologies and New Challenges in IEEE 802.15.7 Optical Camera Communications StandardHuy Nguyen, Ida Bagus Krishna Yoga Utama, Yeong Min Jang. cm, 62(3):90-95, 2024. [doi]

A Novel Approach Combining Optical Camera Communication and RADAR in Distance Estimation for Dynamic CommunicationOnes Sanjerico Sitanggang, Herfandi Herfandi, Muhammad Rangga Aziz Nasution, Byungdeok Chung, Yeong Min Jang. icaiic 2024: 217-220 [doi]

Forecasting Daily Power Generation of a PV Power Plant Based on Deep LearningIda Bagus Krishna Yoga Utama, Byungdeok Chung, Yeong Min Jang. icaiic 2024: 705-708 [doi]

Enhancing Optical Camera Communication Performance for Collaborative Communication Using Positioning InformationIda Bagus Krishna Yoga Utama, Ones Sanjerico Sitanggang, Muhammad Rangga Aziz Nasution, Md. Ibne Joha, Jaejun Yoo, Yeong Min Jang. access, 12:11795-11809, 2024. [doi]

2023

Channel Estimation for Indoor Massive MIMO Visible Light Communication With Deep Residual Convolutional Blind Denoising NetworkMd. Habibur Rahman 0002, Mostafa Zaman Chowdhury, Ida Bagus Krishna Yoga Utama, Yeong Min Jang. tccn, 9(3):683-694, June 2023. [doi]

A Software-Defined UAV Network Using Queueing ModelMd. Abu Baker Siddiki Abir, Mostafa Zaman Chowdhury, Yeong Min Jang. access, 11:91423-91440, 2023. [doi]

Software-Defined UAV Networks for 6G Systems: Requirements, Opportunities, Emerging Techniques, Challenges, and Research DirectionsMd. Abu Baker Siddiki Abir, Mostafa Zaman Chowdhury, Yeong Min Jang. ojcs, 4:2487-2547, 2023. [doi]

RF-Enabled Deep-Learning-Assisted Drone Detection and Identification: An End-to-End ApproachSyed Samiul Alam, Arbil Chakma, Md. Habibur Rahman 0002, Raihan Bin Mofidul, Md. Morshed Alam, Ida Bagus Krishna Yoga Utama, Yeong Min Jang. sensors, 23(9):4202, 2023. [doi]

Deep learning based optimal energy management framework for community energy storage systemMd. Morshed Alam, Yeong Min Jang. ict-express, 9(3):333-340, 2023. [doi]

Deep Decoder CsiNet for FDD Massive MIMO SystemArbil Chakma, Syed Samiul Alam, Md. Habibur Rahman 0002, Yeong Min Jang. wcl, 12(12):2073-2077, December 2023. [doi]

Integration of Reconfigurable Intelligent Surface and Visible Light Communication Systems for 5G and Beyond CommunicationsSyed Rakib Hasan, Mostafa Zaman Chowdhury, Md. Saiam, Yeong Min Jang. icaiic 2023: 149-153 [doi]

Quantum Communication Systems: Vision, Protocols, Applications, and ChallengesSyed Rakib Hasan, Mostafa Zaman Chowdhury, Md. Saiam, Yeong Min Jang. access, 11:15855-15877, 2023. [doi]

Sensor Fusion in Autonomous Vehicle with Traffic Surveillance Camera System: Detection, Localization, and AI NetworkingMuhammad Hasanujjaman, Mostafa Zaman Chowdhury, Yeong Min Jang. sensors, 23(6):3335, March 2023. [doi]

A Low-Cost Cross-Border Payment System Based on Auditable Cryptocurrency With Consortium Blockchain: Joint Digital CurrencyMd. Mainul Islam, Md. Kamrul Islam, Md. Shahjalal, Mostafa Zaman Chowdhury, Yeong Min Jang. tsc, 16(3):1616-1629, May - June 2023. [doi]

Self-gated rectified linear unit for performance improvement of deep neural networksIsrat Jahan, Md. Faisal Ahmed, Md. Osman Ali, Yeong Min Jang. ict-express, 9(3):320-325, 2023. [doi]

Predictive Maintenance in Photovoltaic Systems Using Ensemble ML Empirical AnalysisRaihan Bin Mofidul, Syed Samiul Alam, Arbil Chakma, Byungdeok Chung, Yeong Min Jang. icufn 2023: 636-638 [doi]

Deep Learning for 2D-MIMO scheme based on Optical Camera CommunicationHuy Nguyen, Van Linh Nguyen, Duc Hoang Tran, Yeong Min Jang. icoin 2023: 797-800 [doi]

Design and Implementation of RS-OFDM scheme for Optical Camera Communication based on Deep LearningHuy Nguyen, Duc Hoang Tran, Van Linh Nguyen, Byungdeok Chung, Yeong Min Jang. icaiic 2023: 740-743 [doi]

Development of MIMO Scheme-based Optical Camera Communication System using Deep Learning methodVan Linh Nguyen, Duc Hoang Tran, Huy Nguyen, Byungdeok Chung, Yeong Min Jang. icaiic 2023: 736-739 [doi]

Deep Learning based RS-OFDM scheme considering mobility environment for Optical Camera Communication systemHuy Nguyen, Byungdeok Chung, Yeong Min Jang. icufn 2023: 788-791 [doi]

Forecasting Solar Energy Production using a Hybrid GCN-BiLSTM ModelRadityo Fajar Pamungkas, Ida Bagus Krishna Yoga Utama, Muhammad Miftah Faridh, Md. Morshed Alam, Byungdeok Chung, Yeong Min Jang. icaiic 2023: 53-56 [doi]

A Novel Approach for Efficient Solar Panel Fault Classification Using Coupled UDenseNetRadityo Fajar Pamungkas, Ida Bagus Krishna Yoga Utama, Yeong Min Jang. sensors, 23(10):4918, 2023. [doi]

Reconfigurable intelligent surface assisted BackCom: An overview, analysis, and future research directionsMd. Saiam, Mostafa Zaman Chowdhury, Syed Rakib Hasan, Yeong Min Jang. ict-express, 9(5):927-940, October 2023. [doi]

Design and Implementation of a 2D MIMO OCC System Based on Deep LearningOnes Sanjerico Sitanggang, Van Linh Nguyen, Huy Nguyen, Radityo Fajar Pamungkas, Muhammad Miftah Faridh, Yeong Min Jang. sensors, 23(17):7637, September 2023. [doi]

A Method of PV Power Generation Forecasting using Constrained Transformer NetworkDuc Hoang Tran, Van Linh Nguyen, Ida Bagus Krishna Yoga Utama, Huy Nguyen, Byungdeok Chung, Yeong Min Jang. icaiic 2023: 188-191 [doi]

Predicting Indoor PM2.5 Concentration using LSTM-BNN in Edge DeviceIda Bagus Krishna Yoga Utama, Duc Hoang Tran, Radityo Fajar Pamungkas, Byungdeok Chung, Yeong Min Jang. icaiic 2023: 211-215 [doi]

Development of an Intelligent IoT Platform for PV Power Plant Monitoring and ControlIda Bagus Krishna Yoga Utama, Duc Hoang Tran, Muhammad Miftah Faridh, Byungdeok Chung, Yeong Min Jang. icufn 2023: 690-693 [doi]

Intelligent IoT Platform for Multiple PV Plant MonitoringIda Bagus Krishna Yoga Utama, Radityo Fajar Pamungkas, Muhammad Miftah Faridh, Yeong Min Jang. sensors, 23(15):6674, August 2023. [doi]

2022

Continuous Status Monitoring of Industrial Valve Using OCC-Enabled Wireless Sensor NetworkMd. Faisal Ahmed, Moh. Khalid Hasan, Mostafa Zaman Chowdhury, Nguyen Cong Hoan, Yeong Min Jang. tim, 71:1-10, 2022. [doi]

Abnormal Voltage Regulation Detection in on-Grid PV-ESS System by Support Vector Machine with Principal Component AnalysisMd. Morshed Alam, Raihan Bin Mofidul, Radityo Fajar Pamungkas, Byungdeok Chung, Yeong Min Jang. icufn 2022: 500-503 [doi]

Pothole Detection Using Optical Camera CommunicationMd. Osman Ali, Israt Jahan, Raihan Bin Mofidul, Byungdeok Chung, Yeong Min Jang. icaiic 2022: 298-301 [doi]

A Novel Miniaturized mmWave Antenna Sensor for Breast Tumor Detection and 5G CommunicationChinmoy Das, Mostafa Zaman Chowdhury, Yeong Min Jang. access, 10:114856-114868, 2022. [doi]

Optical Camera Communication in Vehicular Applications: A ReviewMoh. Khalid Hasan, Md. Osman Ali, Md. Habibur Rahman, Mostafa Zaman Chowdhury, Yeong Min Jang. tits, 23(7):6260-6281, 2022. [doi]

Vision Anomaly Detection Using Self-Gated Rectified Linear UnitIsrat Jahan, Md. Osman Ali, Md. Habibur Rahman, Byungdeok Chung, Yeong Min Jang. icaiic 2022: 200-203 [doi]

Modified Wilkinson Power Divider with Resonating Stubs for Physical Isolation of Output PortsYeong Min Jang, Jinho Jeong. isocc 2022: 380-381 [doi]

H-Band Broadband Balanced Power Amplifier in 250-nm InP HBT Technology Using Impedance-Transforming BalunYeong Min Jang, Youngchae Jeon, Jinho Jeong. access, 10:114135-114142, 2022. [doi]

D-band Power Amplifier Module with Medium Output Power Using E-plane Waveguide TransitionYoungchae Jeon, Jaehoon Jeong, Yeong Min Jang, Jinho Jeong. isocc 2022: 115-116 [doi]

Real-Time Energy Data Acquisition, Anomaly Detection, and Monitoring System: Implementation of a Secured, Robust, and Integrated Global IIoT Infrastructure with Edge and Cloud AIRaihan Bin Mofidul, Md. Morshed Alam, Md. Habibur Rahman, Yeong Min Jang. sensors, 22(22):8980, 2022. [doi]

Design and Implementation of Deep Learning for MIMO C-OOK Scheme-based Optical Camera CommunicationHuy Nguyen, Duc Hoang Tran, Van Linh Nguyen, Yeong Min Jang. ictc 2022: 1905-1908 [doi]

Human Activity Detection based on Infrared Array Sensor using Advanced Deep Learning TechniqueVan Linh Nguyen, Duc Hoang Tran, Huy Nguyen, Yeong Min Jang. ictc 2022: 2149-2151 [doi]

Spectrum Based Wireless Radio Traffic Classification using Hybrid Deep Neural NetworkMd. Habibur Rahman, Raihan Bin Mofidul, Yeong Min Jang. icufn 2022: 95-99 [doi]

FFDNet Based Channel Estimation for Multiuser Massive MIMO System with One-Bit ADCsMd. Habibur Rahman, Md. Shahjalal, Md. Osman Ali, Byung-Deok Chung, Yeong Min Jang. icaiic 2022: 23-26 [doi]

Implementation of a Secure LoRaWAN System for Industrial Internet of Things Integrated With IPFS and BlockchainMd. Shahjalal, Md. Mainul Islam, Md. Morshed Alam, Yeong Min Jang. sj, 16(4):5455-5464, 2022. [doi]

An Improved Sensor Anomaly Detection Method in IoT System using Federated LearningDuc Hoang Tran, Van Linh Nguyen, Ida Bagus Krishna Yoga Utama, Yeong Min Jang. icufn 2022: 466-469 [doi]

GAN-based Data Augmentation for UWB NLOS Identification Using Machine LearningDuc Hoang Tran, Byungdeok Chung, Yeong Min Jang. icaiic 2022: 417-420 [doi]

Short-term Solar Power Generation Forecasting using Edge AIDuc Hoang Tran, Van Linh Nguyen, Huy Nguyen, Yeong Min Jang. ictc 2022: 341-343 [doi]

Short-term PM2.5 Prediction using Modified Attention Seq2Seq BiLSTMIda Bagus Krishna Yoga Utama, Duc Hoang Tran, Yeong Min Jang. icufn 2022: 462-465 [doi]

Intelligent Receiver for Optical Camera CommunicationIda Bagus Krishna Yoga Utama, Md. Habibur Rahman, Byungdeok Chung, Yeong Min Jang. icaiic 2022: 96-100 [doi]

2021

Real-time health monitoring system design based on optical camera communicationMd. Faisal Ahmed, Md. Osman Ali, Md. Habibur Rahman, Yeong Min Jang. icoin 2021: 870-873 [doi]

Interference Cancellation and Proper Thresholding Using Deep Learning Method in Optical Camera CommunicationMd. Faisal Ahmed, Md. Osman Ali, Md. Morshed Alam, Yeong Min Jang. icaiic 2021: 471-473 [doi]

Energy-Efficient UAV Relaying Robust Resource Allocation in Uncertain Adversarial NetworksShakil Ahmed, Mostafa Zaman Chowdhury, Saifur Rahman Sabuj, Md Imtiajul Alam, Yeong Min Jang. access, 9:59920-59934, 2021. [doi]

Optimal Energy Management Among Multiple Households with Integrated Shared Energy Storage System (ESS)Md. Morshed Alam, Md. Osman Ali, Md. Shahjalal, Byungdeok Chung, Yeong Min Jang. icufn 2021: 399-404 [doi]

Optimal Energy Management Strategy for ESS with Day Ahead Energy PredictionMd. Morshed Alam, Md. Faisal Ahmed, Israt Jahan, Yeong Min Jang. icaiic 2021: 492-496 [doi]

Current Challenges in Optical Vehicular Modulation TechniquesMd. Osman Ali, Md. Faisal Ahmed, Md. Shahjalal, Md. Habibur Rahman, Yeong Min Jang. ictc 2021: 801-804 [doi]

A New Smart-Meter Data Monitoring System based on Optical Camera CommunicationMd. Osman Ali, Md. Morshed Alam, Md. Faisal Ahmed, Yeong Min Jang. icaiic 2021: 477-479 [doi]

Anomaly Detection in Semiconductor Cleanroom Using Isolation ForestIsrat Jahan, Md. Morshed Alam, Md. Faisal Ahmed, Yeong Min Jang. ictc 2021: 795-797 [doi]

Design and Implementation of Rolling Shutter MIMO-OFDM scheme for Optical Camera Communication SystemHuy Nguyen, Yeong Min Jang. ictc 2021: 798-800 [doi]

Design of MIMO C-OOK using Matched filter for Optical Camera Communication SystemHuy Nguyen, Yeong Min Jang. icaiic 2021: 474-476 [doi]

Design and Implementation of 2D MIMO-Based Optical Camera Communication Using a Light-Emitting Diode Array for Long-Range Monitoring SystemHuy Nguyen, Vanhoa Nguyen, Cong Hoan Nguyen, Van Bui, Yeong Min Jang. sensors, 21(9):3023, 2021. [doi]

Battery Management using LSTM for Manhole Underground SystemHimawan Nurcahyanto, Aji Teguh Prihatno, Yeong Min Jang. icaiic 2021: 500-503 [doi]

Metal Defect Classification Using Deep LearningAji Teguh Prihatno, Ida Bagus Krishna Yoga Utama, Jun-Yong Kim, Yeong Min Jang. icufn 2021: 389-393 [doi]

Predictive Maintenance of Relative Humidity Using Random Forest MethodAji Teguh Prihatno, Himawan Nurcahyanto, Yeong Min Jang. icaiic 2021: 497-499 [doi]

Ensemble Classifier Based Modulation Recognition for Beyond 5G Massive MIMO (mMIMO) CommunicationMd. Habibur Rahman, Md. Shahjalal, Yeong Min Jang. icaiic 2021: 483-487 [doi]

Deep Learning Based Pilot Assisted Channel Estimation for Rician Fading Massive MIMO Uplink Communication SystemMd. Habibur Rahman, Md. Shahjalal, Md. Osman Ali, Sukjin Yoon, Yeong Min Jang. icufn 2021: 470-472 [doi]

Design of an SVM Classifier Assisted Intelligent Receiver for Reliable Optical Camera CommunicationMd. Habibur Rahman, Md. Shahjalal, Moh. Khalid Hasan, Md. Osman Ali, Yeong Min Jang. sensors, 21(13):4283, 2021. [doi]

User Clustering Techniques for Massive MIMO-NOMA Enabled mmWave/THz Communications in 6GMd. Shahjalal, Md. Habibur Rahman, Md. Osman Ali, Byungdeok Chung, Yeong Min Jang. icufn 2021: 379-383 [doi]

Fuzzy C-Means Clustering-Based mMIMO-NOMA Downlink Communication for 6G Ultra-Massive InterconnectivityMd. Shahjalal, Md. Faisal Ahmed, Md. Morshed Alam, Md. Habibur Rahman, Yeong Min Jang. icaiic 2021: 421-424 [doi]

A Two-Stage Power Allocation-Based NOMA Architecture for Optical Camera CommunicationMd. Shahjalal, Moh. Khalid Hasan, Md. Mainul Islam, Mostafa Zaman Chowdhury, Yeong Min Jang. sj, 15(3):4421-4430, 2021. [doi]

Rain Attenuation Characterization for 6G Terahertz Wireless CommunicationMohammad Ehatasham Shawon, Mostafa Zaman Chowdhury, Md Biplob Hossen, Md. Faisal Ahmed, Yeong Min Jang. icaiic 2021: 416-420 [doi]

2020

Neural Network-based LED Detection in Vehicular System for High Data Rate in OCCMd. Faisal Ahmed, Md. Shahjalal, Md. Osman Ali, Yeong Min Jang. ictc 2020: 662-665 [doi]

Automatic wireless power transfer management based on receiver feedbackMd. Faisal Ahmed, Md. Morshed Alam, Mostafa Zaman Chowdhury, Yeong Min Jang. icaiic 2020: 109-112 [doi]

Design and Implementation of an OCC-Based Real-Time Heart Rate and Pulse-Oxygen Saturation Monitoring SystemMd. Faisal Ahmed, Moh. Khalid Hasan, Md. Shahjalal, Md. Morshed Alam, Yeong Min Jang. access, 8:198740-198747, 2020. [doi]

Energy-Efficient UAV-to-User Scheduling to Maximize Throughput in Wireless NetworksShakil Ahmed, Mostafa Zaman Chowdhury, Yeong Min Jang. access, 8:21215-21225, 2020. [doi]

Energy Management by Scheduling ESS with Active Demand Response in Low Voltage GridMd. Morshed Alam, Md. Habibur Rahman, Himawan Nurcahyanto, Yeong Min Jang. ictc 2020: 683-686 [doi]

Automatic Control Approach of Reactive Power Compensation of Smart GridMd. Morshed Alam, Md. Faisal Ahmed, Yeong Min Jang, Md. Rafiqul Islam. icaiic 2020: 716-719 [doi]

Power Flow Management With Demand Response Profiles Based on User-Defined Area, Load, and Phase ClassificationMd. Morshed Alam, Md. Shahjalal, Md. Mainul Islam, Moh. Khalid Hasan, Md. Faisal Ahmed, Yeong Min Jang. access, 8:218813-218827, 2020. [doi]

Statistical Feature Extraction in Machine Fault Detection using Vibration SignalVan Bui, Van Hoa Nguyen, Huy Nguyen, Yeong Min Jang. ictc 2020: 666-669 [doi]

RNN-based Deep Learning for One-hour ahead Load ForecastingVan Bui, Van Hoa Nguyen, Tung Lam Pham, Joongheon Kim, Yeong Min Jang. icaiic 2020: 587-589 [doi]

6G Wireless Communication Systems: Applications, Requirements, Technologies, Challenges, and Research DirectionsMostafa Zaman Chowdhury, Md. Shahjalal, Shakil Ahmed, Yeong Min Jang. ojcs, 1:957-975, 2020. [doi]

The Role of Deep Learning in NOMA for 5G and Beyond CommunicationsMoh. Khalid Hasan, Md. Shahjalal, Md. Mainul Islam, Md. Morshed Alam, Md. Faisal Ahmed, Yeong Min Jang. icaiic 2020: 303-307 [doi]

A Decentralized Energy Trading System Based on Public BlockchainMd. Mainul Islam, Israt Jahan, Moh. Khalid Hasan, Yeong Min Jang. ictc 2020: 658-661 [doi]

Blockchain-based Energy Transaction Model for Electric Vehicles in V2G NetworkMd. Mainul Islam, Md. Shahjalal, Moh. Khalid Hasan, Yeong Min Jang. icaiic 2020: 628-630 [doi]

Area-Time Efficient Hardware Implementation of Modular Multiplication for Elliptic Curve CryptographyMd. Mainul Islam, Md. Selim Hossain, Md. Shahjalal, Moh. Khalid Hasan, Yeong Min Jang. access, 8:73898-73906, 2020. [doi]

Design and Implementation of High-Performance ECC Processor with Unified Point Addition on Twisted Edwards CurveMd. Mainul Islam, Md. Selim Hossain, Moh. Khalid Hasan, Md. Shahjalal, Yeong Min Jang. sensors, 20(18):5148, 2020. [doi]

Optical Camera Communication Application using Display ModulationCong Hoan Nguyen, Van Hoa Nguyen, Yeong Min Jang. icaiic 2020: 729-731 [doi]

OCC Technology-based Developing IoT NetworkVan Hoa Nguyen, Huy Nguyen, Cong Hoan Nguyen, Yeong Min Jang. ictc 2020: 670-673 [doi]

Power Demand Forecasting Using Long Short-Term Memory Neural Network based Smart GridVan Hoa Nguyen, Van Bui, Joongheon Kim, Yeong Min Jang. icaiic 2020: 388-391 [doi]

Rolling MIMO-OFDM for Optical Camera Communication SystemHuy Nguyen, Tung Lam Pham, Hoan Nguyen, Van Hoa Nguyen, Yeong Min Jang. icaiic 2020: 103-106 [doi]

Design and Implementation of AS-QL Scheme for LED Matrix based Optical Camera CommunicationHoan Nguyen, Huy Nguyen, Van Hoa Nguyen, Yeong Min Jang. ictc 2020: 674-676 [doi]

Object Detection Framework for High Mobility Vehicles Tracking in Night-TimeTung Lam Pham, Huy Nguyen, Hoan Nguyen, Van Hoa Nguyen, Van Bui, Yeong Min Jang. icaiic 2020: 133-135 [doi]

Deep Learning for Optical Vehicular CommunicationTung Lam Pham, Md. Shahjalal, Van Bui, Yeong Min Jang. access, 8:102691-102708, 2020. [doi]

An Overview of AI-Enabled Remote Smart- Home Monitoring System Using LoRaMd. Shahjalal, Moh. Khalid Hasan, Md. Mainul Islam, Md. Morshed Alam, Md. Faisal Ahmed, Yeong Min Jang. icaiic 2020: 510-513 [doi]

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