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Distributed graph neural network-based anti-jamming for scalable and energy-constrained IoT networksThis paper presents a distributed graph neural network (GNN) framework for anti-jamming in large-scale IoT systems with dynamic interference and strict energy constraints. The proposed approach... Author: Hue Tran Thi Keyword: Distributed graph neural networks Anti-jamming communications Internet of Things Energy-efficient networking Scalable wireless networks
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GNN-enhanced multi-agent DRL for adaptive anti-jamming routing in MANETsThis paper proposes a GNN-enhanced multi-agent deep reinforcement learning framework for antijamming routing in mobile ad hoc networks. The approach combines temporal graph representations with... Author: Hanh Vu My, Oanh Le Thi Kieu Keyword: MANET Anti-jamming Graph Neural Networks (GNN) Multi-Agent Reinforcement Learning (MARL) Adversarial Learning
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Trust-aware blockchain-assisted multi-agent DRL for secure and scalable routing in IoT-enabled MANETsThis paper proposes a trust-aware blockchain-assisted multi-agent deep reinforcement learning (MADRL) framework for secure and scalable routing in IoT-enabled Mobile Ad Hoc Networks (MANETs) under... Author: Phuong Hoang Thi Keyword: IoT networks Secure routing Blockchain Multi-agent deep reinforcement learning (MADRL) Double Deep Q-Network (DDQN)
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Emergency braking of the 2022 KIA Seltos under different road conditionsThis paper investigates the emergency braking dynamics of the 2022 KIA Seltos using CarSim simulations to determine safe speed limits under different road-surface conditions. Simulations were... Author: Minh Luong Ngoc, Nguyen Phi Cuong Anh, Uy Nguyen Ba Keyword: Emergency braking adhesion coefficient safe speed dynamics simulation KIA Seltos
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Lightweight DAG-blockchain framework for trust management in edge-assisted VANETsHighly dynamic topology and unreliable vehicular behaviors remain major challenges for blockchain-enabled trust management in Vehicular Ad Hoc Networks (VANETs). Conventional blockchain schemes often... Author: Hang Dao Thi, Phi Pham Van, Hien Tran Thi Keyword: VANET DAG Blockchain Trust management Edge-assisted networks Mobility-aware trust
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Joint power control and spectrum access optimization in FANET via reinforcement learningThis paper studies joint power control and spectrum access in dynamic flying ad hoc networks (FANETs) under co-channel interference and adaptive jamming. We propose a graph neural network-aided... Author: Dung Nguyen Thi Keyword: FANET Multi-agent reinforcement learning Graph neural networks Anti-jamming Resource optimization
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The plain of Jars - Xieng Khuang battlefield (Laos) during the years 1969-1972Laos holds a significant position on the Indochinese Peninsula and in the Southeast Asian region, and was one of the key hotspots of intense confrontation among major powers during the Cold War.... Author: Tuan Nguyen Văn Keyword: Plain of Jars - Xieng Khouang Laos Vietnam - Laos relations
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Dien Mau duke Hoang Cao Khai through the inscription at Dong Thai communal house, Ha Tinh provinceDong Thai is an ancient village located in Tung Anh Commune, Duc Tho District, Ha Tinh Province (now Duc Tho Commune, Ha Tinh Province). It is the only village in Ha Tinh Province recorded in... Author: Nguyễn Lĩnh Tùng Keyword: Dong Thai Phan Dinh Phung Hoang Cao Khai Dien Mau Duke (Quan cong).
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Applying Ho Chi Minh’s thoughts on revolutionary violence in national defense and security education for studentsThis article aims to clarify Ho Chi Minh’s thoughts on revolutionary violence. It proposes several orientations for its application in national defense and security education for students in the... Author: hiep tran ba Keyword: Ho Chi Minh’s thought revolutionary violence national defense and security education political and ideological education
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The Ho dynasty’s war of resistance: causes of failure and reflections on popular supportThis article provides an overview of the Ho dynasty’s war of resistance against the Ming invasion. It analyzes the causes of its failure, emphasizing the decisive role of the factor of “popular... Author: Nhue Nguyen Duc Keyword: Hồ dynasty popular support reform resistance against the Minh.
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