Search Results - "Seong-Dong Kim"

MCNet: An Efficient CNN Architecture for Robust Automatic Modulation Classification by Huynh-The, Thien, Hua, Cam-Hao, Pham, Quoc-Viet, Kim, Dong-Seong

“…This letter proposes a cost-efficient convolutional neural network (CNN) for robust automatic modulation classification (AMC) deployed for cognitive radio…”
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FRATO: Fog Resource Based Adaptive Task Offloading for Delay-Minimizing IoT Service Provisioning by Tran-Dang, Hoa, Kim, Dong-Seong

“…In the IoT-based systems, the fog computing allows the fog nodes to offload and process tasks requested from IoT-enabled devices in a distributed manner…”
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CNN-Based Automatic Modulation Classification for Beyond 5G Communications by Hermawan, Ade Pitra, Ginanjar, Rizki Rivai, Kim, Dong-Seong, Lee, Jae-Min

“…In this letter, we propose an improved convolutional neural network (CNN)-based automatic modulation classification network (IC-AMCNet), an algorithm to…”
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Prospects and challenges of Metaverse application in data‐driven intelligent transportation systems by Njoku, Judith Nkechinyere, Nwakanma, Cosmas Ifeanyi, Amaizu, Gabriel Chukwunonso, Kim, Dong‐Seong

“…The Metaverse is a concept used to refer to a virtual world that exists in parallel to the physical world. It has grown from a conceptual level to having real…”
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Underwater Acoustic Target Classification Based on Dense Convolutional Neural Network by Doan, Van-Sang, Huynh-The, Thien, Kim, Dong-Seong

“…In oceanic remote sensing operations, underwater acoustic target recognition is always a difficult and extremely important task of sonar systems, especially in…”
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Sparsely Connected CNN for Efficient Automatic Modulation Recognition by Tunze, Godwin Brown, Huynh-The, Thien, Lee, Jae-Min, Kim, Dong-Seong

“…This paper proposes a convolutional neural network (CNN), called SCGNet, for low-complexity and robust modulation recognition in intelligent communication…”
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Toward the Internet of Things for Physical Internet: Perspectives and Challenges by Tran-Dang, Hoa, Krommenacker, Nicolas, Charpentier, Patrick, Kim, Dong-Seong

“…The Physical Internet (PI, or <inline-formula> <tex-math notation="LaTeX">\pi </tex-math></inline-formula>) paradigm has been developed to be a global…”
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IoT-based adaptive network mechanism for reliable smart farm system by Ramli, Muhammad Rusyadi, Daely, Philip Tobianto, Kim, Dong-Seong, Lee, Jae Min

“…•There are significant interferences in the deployed of smart system.•Reliability is essential for IoT-based smart farm system.•The proposed adaptive network…”
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Tides of Blockchain in IoT Cybersecurity by Ahakonye, Love Allen Chijioke, Nwakanma, Cosmas Ifeanyi, Kim, Dong-Seong

“…This paper surveys the implementation of blockchain technology in cybersecurity in Internet of Things (IoT) networks, presenting a comprehensive framework that…”
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Encoding Pose Features to Images With Data Augmentation for 3-D Action Recognition by Huynh-The, Thien, Hua, Cam-Hao, Kim, Dong-Seong

“…Recently, numerous methods have been introduced for three-dimensional (3-D) action recognition using handcrafted feature descriptors coupled traditional…”
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Explainable Artificial Intelligence (XAI) for Intrusion Detection and Mitigation in Intelligent Connected Vehicles: A Review by Nwakanma, Cosmas Ifeanyi, Ahakonye, Love Allen Chijioke, Njoku, Judith Nkechinyere, Odirichukwu, Jacinta Chioma, Okolie, Stanley Adiele, Uzondu, Chinebuli, Ndubuisi Nweke, Christiana Chidimma, Kim, Dong-Seong

“…The potential for an intelligent transportation system (ITS) has been made possible by the growth of the Internet of things (IoT) and artificial intelligence…”
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RFDOA-Net: An Efficient ConvNet for RF-Based DOA Estimation in UAV Surveillance Systems by Akter, Rubina, Doan, Van-Sang, Huynh-The, Thien, Kim, Dong-Seong

“…This paper presents a convolution neural network (CNN)-based direction of arrival (DOA) estimation method for radio frequency (RF) signals acquired by a…”
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Image representation of pose-transition feature for 3D skeleton-based action recognition by Huynh-The, Thien, Hua, Cam-Hao, Ngo, Trung-Thanh, Kim, Dong-Seong

“…•An efficient 3D skeleton-based action recognition using Deep CNNs.•A novel encoding technique to transform pose-transition feature to image.•Fine-tuning an…”
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Automatic Modulation Classification: A Deep Architecture Survey by Huynh-The, Thien, Pham, Quoc-Viet, Nguyen, Toan-Van, Nguyen, Thanh Thi, Ruby, Rukhsana, Zeng, Ming, Kim, Dong-Seong

“…Automatic modulation classification (AMC), which aims to blindly identify the modulation type of an incoming signal at the receiver in wireless communication…”
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Optimization of RBF-SVM Kernel Using Grid Search Algorithm for DDoS Attack Detection in SDN-Based VANET by Oluchi Anyanwu, Goodness, Nwakanma, Cosmas Ifeanyi, Lee, Jae-Min, Kim, Dong-Seong

“…The dynamic nature of the vehicular space exposes it to distributed malicious attacks irrespective of the integration of enabling technologies. The…”
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Reinforcement learning based resource management for fog computing environment: Literature review, challenges, and open issues by Tran-Dang, Hoa, Bhardwaj, Sanjay, Rahim, Tariq, Musaddiq, Arslan, Kim, Dong-Seong

“…In the IoT-based systems, the fog computing allowsthe fog nodes to offload and process tasks requested from IoTenableddevices in a distributed manner instead…”
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An Efficient Hybrid-DNN for DDoS Detection and Classification in Software-Defined IIoT Networks by Zainudin, Ahmad, Ahakonye, Love Allen Chijioke, Akter, Rubina, Kim, Dong-Seong, Lee, Jae-Min

“…Software-defined networking (SDN)-based Industrial Internet of Things (IIoT) networks have a centralized controller that is a single attractive target for…”
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Partial Computation Offloading in Parked Vehicle-Assisted Multi-Access Edge Computing: A Game-Theoretic Approach by Pham, Xuan-Qui, Huynh-The, Thien, Huh, Eui-Nam, Kim, Dong-Seong

“…Parked vehicle-assisted multi-access edge computing (PVMEC) is a paradigm that exploits the under-utilized resources of parked vehicles (PVs) to assist MEC…”
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MIMO-OFDM Modulation Classification Using Three-Dimensional Convolutional Network by Huynh-The, Thien, Nguyen, Toan-Van, Pham, Quoc-Viet, da Costa, Daniel Benevides, Kim, Dong-Seong

“…Automatic modulation classification (AMC) plays a vital role in cognitive radio to improve spectrum utilization efficiency, however, most of the existing works…”
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ALIEN: Assisted Learning Invasive Encroachment Neutralization for Secured Drone Transportation System by Ajakwe, Simeon Okechukwu, Ihekoronye, Vivian Ukamaka, Kim, Dong-Seong, Lee, Jae-Min

“…Priority-based logistics and the polarization of drones in civil aviation will cause an extraordinary disturbance in the ecosystem of future airborne…”
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