Insoo Koo

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 109

Top Venues

Publications

Carla E. Garcia, Mario R. Camana, Insoo Koo
ACO-Based Scheme in Edge Learning NOMA Networks for Task-Oriented Communications. IEEE Access 12 (2024)
Shafi Ullah Khan, Carla E. Garcia, Taewoong Hwang, Insoo Koo
Radio Environment Map Construction Based on Privacy-Centric Federated Learning. IEEE Access 12 (2024)
Abid Afridi, Iqra Hameed, Carla E. Garcia, Insoo Koo
Throughput Maximization of Wireless Powered IoT Network With Hybrid NOMA-TDMA Scheme: A Genetic Algorithm Approach. IEEE Access 12 (2024)
Iqra Hameed, Insoo Koo
Max-Min Throughput Optimization in WPCNs: A Hybrid Active/Passive IRS-Assisted Scheme. IEEE Open J. Commun. Soc. 5 (2024)
Muhammad Rafid, Huma Ghafoor, Insoo Koo
An SVM-Based Optimal-Controller Selection and Path Selection Protocol for Heterogeneous Communications in SDVNs. IEEE Trans. Intell. Transp. Syst. 25 (5) (2024)
Iqra Hameed, Mario R. Camana, Pham Viet Tuan, Insoo Koo
Intelligent Reflecting Surfaces for Sum-Rate Maximization in Cognitive Radio Enabled Wireless Powered Communication Network. IEEE Access 11 (2023)
Iqra Hameed, Insoo Koo
Exploiting Active-IRS by Maximizing Throughput in Wireless Powered Communication Networks. ICIC (2) (2023)
Carla E. Garcia, Insoo Koo
Extremely Randomized Trees Regressor Scheme for Mobile Network Coverage Prediction and REM Construction. IEEE Access 11 (2023)
Carla E. Garcia, Insoo Koo
Coverage Prediction and REM Construction for 5G Networks in Band n78. ICCAE (2023)
Shafi Ullah Khan, Sana Ullah Jan, Insoo Koo
Robust Epileptic Seizure Detection Using Long Short-Term Memory and Feature Fusion of Compressed Time-Frequency EEG Images. Sensors 23 (23) (2023)
Carla E. Garcia, Mario R. Camana, Insoo Koo
Ensemble Learning Aided QPSO-Based Framework for Secrecy Energy Efficiency in FD CR-NOMA Systems. IEEE Trans. Green Commun. Netw. 7 (2) (2023)
Vladimir V. Shakhov, Andrei Materukhin, Olga D. Sokolova, Insoo Koo
Optimizing Urban Air Pollution Detection Systems. Sensors 22 (13) (2022)
Carla E. Garcia, Mario R. Camana, Insoo Koo
Low-Complexity PSO-Based Resource Allocation Scheme for Cooperative Non-Linear SWIPT-Enabled NOMA. IEEE Access 10 (2022)
Tran Thi Kim Nga, Pham Viet Tuan, Dang Minh Nhat, Dang Minh Tam, Insoo Koo, Vladimir Y. Mariano, Tuan Do-Hong
Extending Color Properties for Texture Descriptor Based on Local Ternary Patterns to Classify Rice Varieties. EAI Endorsed Trans. Ind. Networks Intell. Syst. 9 (30) (2022)
Huynh Thanh Thien, Pham Viet Tuan, Insoo Koo
A Secure-Transmission Maximization Scheme for SWIPT Systems Assisted by an Intelligent Reflecting Surface and Deep Learning. IEEE Access 10 (2022)
Mario R. Camana, Carla E. Garcia, Insoo Koo
Deep Learning-Assisted Power Minimization in Underlay MISO-SWIPT Systems Based On Rate-Splitting Multiple Access. IEEE Access 10 (2022)
Mario R. Camana, Carla E. Garcia, Insoo Koo
Rate Splitting Multiple Access for a MISO SWIPT System Aided by a Power Beacon. ICUFN (2022)
Carla E. Garcia, Mario R. Camana, Insoo Koo
DNN aided PSO based-scheme for a Secure Energy Efficiency Maximization in a cooperative NOMA system with a non-linear EH. ICUFN (2022)
Mario R. Camana, Carla E. Garcia, Insoo Koo, Vladimir V. Shakhov
Machine Learning Based Primary User Emulation Attack Detection. BlackSeaCom (2022)
Mario R. Camana, Carla E. Garcia, Insoo Koo
Rate-Splitting Multiple Access in a MISO SWIPT System Assisted by an Intelligent Reflecting Surface. IEEE Trans. Green Commun. Netw. 6 (4) (2022)
Vladimir V. Shakhov, Insoo Koo
Applying Change Point Detection Technique to Dynamically Support Network Security. RIVF (2022)
Shahnaz TayebiHaghighi, Insoo Koo
Sensor Fault Diagnosis Using a Machine Fuzzy Lyapunov-Based Computed Ratio Algorithm. Sensors 22 (8) (2022)
Iqra Hameed, Viet-Tuan Pham, Insoo Koo
Deep Learning-Based Energy Beamforming With Transmit Power Control in Wireless Powered Communication Networks. IEEE Access 9 (2021)
Umer Saeed, Young-Doo Lee, Sana Ullah Jan, Insoo Koo
CAFD: Context-Aware Fault Diagnostic Scheme towards Sensor Faults Utilizing Machine Learning. Sensors 21 (2) (2021)
Carla E. Garcia, Mario R. Camana, Insoo Koo
Machine learning-based scheme for multi-class fault detection in turbine engine disks. ICT Express 7 (1) (2021)
Iqra Hameed, Insoo Koo
Joint Optimization of Time and Power in Energy-Constrained Wireless Powered Communication Network. ICTC (2021)
Hoang Thi Huong Giang, Tran Nhut Khai Hoan, Insoo Koo
Uplink NOMA-based long-term throughput maximization scheme for cognitive radio networks: an actor-critic reinforcement learning approach. Wirel. Networks 27 (2) (2021)
Mario Rodrigo Camana Acosta, Carla Estefania Garcia Moreta, Insoo Koo
Joint Power Allocation and Power Splitting for MISO-RSMA Cognitive Radio Systems With SWIPT and Information Decoder Users. IEEE Syst. J. 15 (4) (2021)
Huynh Thanh Thien, Van-Hiep Vu, Insoo Koo
A Transfer Games Actor-Critic Learning Framework for Anti-Jamming in Multi-Channel Cognitive Radio Networks. IEEE Access 9 (2021)
Quang Vinh Do, Insoo Koo
A Transfer Deep Q-Learning Framework for Resource Competition in Virtual Mobile Networks With Energy-Harvesting Base Stations. IEEE Syst. J. 15 (1) (2021)
Vladimir V. Shakhov, Insoo Koo
Graph-based technique for survivability assessment and optimization of IoT applications. Int. J. Softw. Tools Technol. Transf. 23 (1) (2021)
Carla E. Garcia, Mario R. Camana, Insoo Koo
Relay selection and power allocation for secrecy sum rate maximization in underlying cognitive radio with cooperative relaying NOMA. Neurocomputing 452 (2021)
Shahnaz TayebiHaghighi, Insoo Koo
Sensor Fault Diagnosis Using an Indirect Fuzzy Feedback Linearization and Decision Trees. ICTC (2021)
Quang Do Vinh, Insoo Koo
Deep Reinforcement Learning Based Dynamic Spectrum Competition in Green Cognitive Virtualized Networks. IEEE Access 9 (2021)
Hoang Thi Huong Giang, Pham-Duy Thanh, Insoo Koo
Deep Q-learning-based resource allocation for solar-powered users in cognitive radio networks. ICT Express 7 (1) (2021)
Huynh Thanh Thien, Pham-Viet Tuan, Insoo Koo
Deep Learning-based Secure Transmission for SWIPT System with Power-Splitting Scheme. ICTC (2021)
Umer Saeed, Sana Ullah Jan, Young-Doo Lee, Insoo Koo
Fault diagnosis based on extremely randomized trees in wireless sensor networks. Reliab. Eng. Syst. Saf. 205 (2021)
Tran Thi Kim Nga, Viet-Tuan Pham, Dang Minh Tam, Insoo Koo, Vladimir Y. Mariano, Tuan Do-Hong
Combining Binary Particle Swarm Optimization With Support Vector Machine for Enhancing Rice Varieties Classification Accuracy. IEEE Access 9 (2021)
Vladimir V. Shakhov, Insoo Koo
Analysis of a Network Stability-Aware Clustering Protocol for Cognitive Radio Sensor Networks. IEEE Internet Things J. 8 (15) (2021)
Sana Ullah Jan, Young-Doo Lee, Insoo Koo
A distributed sensor-fault detection and diagnosis framework using machine learning. Inf. Sci. 547 (2021)
Pham-Duy Thanh, Tran Nhut Khai Hoan, Hoang Thi Huong Giang, Insoo Koo
Packet Delivery Maximization Using Deep Reinforcement Learning-Based Transmission Scheduling for Industrial Cognitive Radio Systems. IEEE Access 9 (2021)
Vladimir V. Shakhov, Olga Sokolova, Insoo Koo
A Criterion for IDS Deployment on IoT Edge Nodes. ICCSA (1) (2020)
Viet-Tuan Pham, Insoo Koo
Distributed ADMM-based approach for total harvested power maximization in non-linear SWIPT system. Wirel. Networks 26 (2) (2020)
Mario R. Camana, Carla E. Garcia, Insoo Koo
Transmit Beamforming for a MISO SWIPT System with a Power Beacon. ICTC (2020)
Shahnaz TayebiHaghighi, Insoo Koo
Fault Diagnosis of Rotating Machine Using an Indirect Observer and Machine Learning. ICTC (2020)
Mario R. Camana Acosta, Saeed Ahmed, Carla E. Garcia, Insoo Koo
Extremely Randomized Trees-Based Scheme for Stealthy Cyber-Attack Detection in Smart Grid Networks. IEEE Access 8 (2020)
Hoang Thi Huong Giang, Pham-Duy Thanh, Insoo Koo
Dynamic Power Allocation Scheme for NOMA Uplink in Cognitive Radio Networks Using Deep Q Learning. ICTC (2020)
Huma Ghafoor, Insoo Koo
Cognitive Routing in Software-Defined Maritime Networks. Wirel. Commun. Mob. Comput. 2020 (2020)
Pham-Duy Thanh, Hoang Thi Huong Giang, Insoo Koo
UAV-assisted NOMA Downlink Communications Based on Content Caching. ICTC (2020)
Carla E. Garcia, Mario R. Camana, Insoo Koo
Machine learning-based Scheme for Fault Detection for Turbine Engine Disk. ICTC (2020)
Viet-Tuan Pham, Insoo Koo
Optimizing Efficient Energy Transmission on a SWIPT Interference Channel Under Linear/Nonlinear EH Models. IEEE Syst. J. 14 (1) (2020)
Mario R. Camana, Viet-Tuan Pham, Carla E. Garcia, Insoo Koo
Joint power allocation and power splitting for MISO SWIPT RSMA systems with energy-constrained users. Wirel. Networks 26 (3) (2020)
Usman Mussadiq, Anzar Mahmood, Saeed Ahmed, Sohail Razzaq, Insoo Koo
Economic and Climatic Impacts of Different Peer-to-Peer Game Theoretic-Based Energy Trading Systems. IEEE Access 8 (2020)
Sana Ullah Jan, Saeed Ahmed, Vladimir V. Shakhov, Insoo Koo
Toward a Lightweight Intrusion Detection System for the Internet of Things. IEEE Access 7 (2019)
Vladimir V. Shakhov, Sana Ullah Jan, Saeed Ahmed, Insoo Koo
On Lightweight Method for Intrusions Detection in the Internet of Things. BlackSeaCom (2019)
Hoang Thi Huong Giang, Tran Nhut Khai Hoan, Pham-Duy Thanh, Insoo Koo
A POMDP-based long-term transmission rate maximization for cognitive radio networks with wireless-powered ambient backscatter. Int. J. Commun. Syst. 32 (12) (2019)
Hurmat Ali Shah, Insoo Koo
Improving physical layer security via cooperative diversity in energy-constrained cognitive radio networks with multiple eavesdroppers. Int. J. Commun. Syst. 32 (14) (2019)
Carla E. Garcia Moreta, Mario R. Camana Acosta, Insoo Koo
Prediction of Digital Terrestrial Television Coverage Using Machine Learning Regression. IEEE Trans. Broadcast. 65 (4) (2019)
Huma Ghafoor, Insoo Koo
Infrastructure-aided hybrid routing in CR-VANETs using a Bayesian Model. Wirel. Networks 25 (4) (2019)
Pham-Duy Thanh, Tran Nhut Khai Hoan, Hiep Vu-Van, Insoo Koo
Efficient attack strategy for legitimate energy-powered eavesdropping in tactical cognitive radio networks. Wirel. Networks 25 (6) (2019)
Carla E. Garcia, Mario R. Camana, Insoo Koo, Md. Arifur Rahman
Particle Swarm Optimization-Based Power Allocation Scheme for Secrecy Sum Rate Maximization in NOMA with Cooperative Relaying. ICIC (2) (2019)
Saeed Ahmed, Youngdoo Lee, Seung Ho Hyun, Insoo Koo
Unsupervised Machine Learning-Based Detection of Covert Data Integrity Assault in Smart Grid Networks Utilizing Isolation Forest. IEEE Trans. Inf. Forensics Secur. 14 (10) (2019)
Mario R. Camana, Carla E. Garcia, Insoo Koo
Cluster-Head Selection for Energy-Harvesting IoT Devices in Multi-tier 5G Cellular Networks. ICIC (1) (2019)
Muhammad Sajjad Khan, Muhammad Jibran, Insoo Koo, Su Min Kim, Junsu Kim
A Double Adaptive Approach to Tackle Malicious Users in Cognitive Radio Networks. Wirel. Commun. Mob. Comput. 2019 (2019)
Quang Vinh Do, Insoo Koo
Dynamic Bandwidth Allocation Scheme for Wireless Networks with Energy Harvesting Using Actor-Critic Deep Reinforcement Learning. ICAIIC (2019)
Quang Vinh Do, Insoo Koo
Actor-critic deep learning for efficient user association and bandwidth allocation in dense mobile networks with green base stations. Wirel. Networks 25 (8) (2019)
Hurmat Ali Shah, Insoo Koo, Kyung Sup Kwak
Actor-Critic-Algorithm-Based Accurate Spectrum Sensing and Transmission Framework and Energy Conservation in Energy-Constrained Wireless Sensor Network-Based Cognitive Radios. Wirel. Commun. Mob. Comput. 2019 (2019)
Viet-Tuan Pham, Insoo Koo
Simultaneous Wireless Information and Power Transfer Solutions for Energy-Harvesting Fairness in Cognitive Multicast Systems. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (11) (2018)
Md. Arifur Rahman, Young-Doo Lee, Insoo Koo
Joint Relay Selection and Power Allocation through a Genetic Algorithm for Secure Cooperative Cognitive Radio Networks. Sensors 18 (11) (2018)
Jae-Wan Yang, Young-Doo Lee, Insoo Koo
Convolutional Autoencoder-Based Sensor Fault Classification. ICUFN (2018)
Viet-Tuan Pham, Insoo Koo
Robust Secure Transmit Design for SWIPT System with Many Types of Wireless Users and Passive Eavesdropper. IEICE Trans. Commun. (2) (2018)
Gyu-Hyung Lee, Young-Doo Lee, Insoo Koo
Convolution Neural Network-Based Spectrum Sensing for Cognitive Radio Systems Using USRP with GNU Radio. ICUFN (2018)
Pham-Duy Thanh, Hiep-Vu Van, Insoo Koo
Secure Multi-hop Data Transmission in Cognitive Radio Networks Under Attack in the Physical Layer. Wirel. Pers. Commun. 103 (2) (2018)
Hurmat Ali Shah, Insoo Koo
Reliable Machine Learning Based Spectrum Sensing in Cognitive Radio Networks. Wirel. Commun. Mob. Comput. 2018 (2018)
Van-Hiep Vu, Insoo Koo
Joint Attack-Defense Strategy Based on Game Theory for Cognitive Devices in Covert Communication Networks. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2) (2018)
Saeed Ahmed, Youngdoo Lee, Seung Ho Hyun, Insoo Koo
Feature Selection-Based Detection of Covert Cyber Deception Assaults in Smart Grid Communications Networks Using Machine Learning. IEEE Access 6 (2018)
Pham-Duy Thanh, Hiep-Vu Van, Insoo Koo
Efficient Channel Selection and Routing Algorithm for Multihop, Multichannel Cognitive Radio Networks with Energy Harvesting under Jamming Attacks. Secur. Commun. Networks 2018 (2018)
Sana Ullah Jan, Insoo Koo
A Novel Feature Selection Scheme and a Diversified-Input SVM-Based Classifier for Sensor Fault Classification. J. Sensors 2018 (2018)
Huynh Thanh Thien, Rene Tendeng, Hiep-Vu Van, Insoo Koo
Implementation of Spectrum-Sensing for Cognitive Radio Using USRP with GNU Radio and a Cloud Server. J. Inform. and Commun. Convergence Engineering 16 (1) (2018)
Md. Arifur Rahman, Young-Doo Lee, Insoo Koo
Energy-Efficient Power Allocation and Relay Selection Schemes for Relay-Assisted D2D Communications in 5G Wireless Networks. Sensors 18 (9) (2018)
Hurmat Ali Shah, Insoo Koo
A Novel Physical Layer Security Scheme in OFDM-Based Cognitive Radio Networks. IEEE Access 6 (2018)
Tran Nhut Khai Hoan, Hiep-Vu Van, Insoo Koo
Joint Full-Duplex/Half-Duplex Transmission-Switching Scheduling and Transmission-Energy Allocation in Cognitive Radio Networks with Energy Harvesting. Sensors 18 (7) (2018)
Vladimir V. Shakhov, Insoo Koo
Depletion-of-Battery Attack: Specificity, Modelling and Analysis. Sensors 18 (6) (2018)
Sana Ullah Jan, Van-Hiep Vu, Insoo Koo
Performance Analysis of Support Vector Machine-Based Classifier for Spectrum Sensing in Cognitive Radio Networks. CyberC (2018)
Viet-Tuan Pham, Insoo Koo
Efficient Transceiver Design for Large-Scale SWIPT System with Time-Switching and Power-Splitting Receivers. IEICE Trans. Commun. (7) (2018)
Sana Ullah Jan, Insoo Koo
Sensor faults detection and classification using SVM with diverse features. ICTC (2017)
Muhammad Sajjad Khan, Muhammad Usman, Hiep-Vu Van, Insoo Koo
Efficient Selection of Users' Pair in Cognitive Radio Network to Maximize Throughput Using Simultaneous Transmit-Sense Approach. IEICE Trans. Commun. (2) (2017)
Saeed Ahmed, Youngdoo Lee, Seung Ho Hyun, Insoo Koo
A Cognitive Radio-Based Energy-Efficient System for Power Transmission Line Monitoring in Smart Grids. J. Sensors 2017 (2017)
Viet-Tuan Pham, Insoo Koo
Optimal Multiuser MISO Beamforming for Power-Splitting SWIPT Cognitive Radio Networks. IEEE Access 5 (2017)
Huma Ghafoor, Youngtae Noh, Insoo Koo
OFDM-based spectrum-aware routing in underwater cognitive acoustic networks. IET Commun. 11 (17) (2017)
Sana Ullah Jan, Young-Doo Lee, Jungpil Shin, Insoo Koo
Sensor Fault Classification Based on Support Vector Machine and Statistical Time-Domain Features. IEEE Access 5 (2017)
Tran Nhut Khai Hoan, Hiep-Vu Van, Insoo Koo
Optimizing Sensing Scheduling for Cooperative Spectrum Sensing in Cognitive Radio Networks. IEICE Trans. Commun. (5) (2017)
Md. Arifur Rahman, Young-Doo Lee, Insoo Koo
FLCOR: Fuzzy Logic-based Cooperative Opportunistic Routing for Underwater Acoustic Sensor Networks. ICCAE (2017)
Quang Do Vinh, Insoo Koo
FPGA Implementation of LSB-Based Steganography. J. Inform. and Commun. Convergence Engineering 15 (3) (2017)
Van-Hiep Vu, Insoo Koo
Throughput Maximization for Cognitive Radio Users with Energy Constraints in an Underlay Paradigm. J. Inform. and Commun. Convergence Engineering 15 (2) (2017)
Md. Arifur Rahman, Youngdoo Lee, Insoo Koo
EECOR: An Energy-Efficient Cooperative Opportunistic Routing Protocol for Underwater Acoustic Sensor Networks. IEEE Access 5 (2017)
Viet-Tuan Pham, Insoo Koo
Robust Weighted Sum Harvested Energy Maximization for SWIPT Cognitive Radio Networks Based on Particle Swarm Optimization. Sensors 17 (10) (2017)
Md. Arifur Rahman, Youngdoo Lee, Insoo Koo
An adaptive network allocation vector timer-based carrier sense multiple access with collision avoidance medium access control protocol for underwater acoustic sensor networks. Int. J. Distributed Sens. Networks 13 (1) (2017)
Huma Ghafoor, Insoo Koo
Spectrum and connectivity aware anchor-based routing in cognitive vehicular ad hoc networks. ICUFN (2016)
Hurmat Ali Shah, Laiq Hasan, Insoo Koo
Optimized and Portable FPGA-Based Systolic Cell Architecture for Smith-Waterman-Based DNA Sequence Alignment. J. Inform. and Commun. Convergence Engineering 14 (1) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Insoo Koo