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Reinforcement-Learning-Based UAV 3-D Target Tracking and Digital-Twin-Assisted Collision Avoidance with Integrated Sensing and Communication
IF 10.6 1区 计算机科学
IEEE Internet of Things Journal Pub Date : 2025-04-09 DOI: 10.1109/jiot.2025.3559078
Minghao Chen, Feng Shu, Min Zhu, Di Wu, Yu Yao, Qi Zhang
{"title":"Reinforcement-Learning-Based UAV 3-D Target Tracking and Digital-Twin-Assisted Collision Avoidance with Integrated Sensing and Communication","authors":"Minghao Chen, Feng Shu, Min Zhu, Di Wu, Yu Yao, Qi Zhang","doi":"10.1109/jiot.2025.3559078","DOIUrl":"https://doi.org/10.1109/jiot.2025.3559078","url":null,"abstract":"","PeriodicalId":54347,"journal":{"name":"IEEE Internet of Things Journal","volume":"3 1","pages":"1-1"},"PeriodicalIF":10.6,"publicationDate":"2025-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143813614","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ensuring Privacy and Integrity in IoT Supply Chains through Blockchain and Homomorphic Encryption
IF 10.6 1区 计算机科学
IEEE Internet of Things Journal Pub Date : 2025-04-09 DOI: 10.1109/jiot.2025.3558794
Ikram Ud Din, Ahmad Almogren, Zhu Han, Mohsen Guizani
{"title":"Ensuring Privacy and Integrity in IoT Supply Chains through Blockchain and Homomorphic Encryption","authors":"Ikram Ud Din, Ahmad Almogren, Zhu Han, Mohsen Guizani","doi":"10.1109/jiot.2025.3558794","DOIUrl":"https://doi.org/10.1109/jiot.2025.3558794","url":null,"abstract":"","PeriodicalId":54347,"journal":{"name":"IEEE Internet of Things Journal","volume":"2 1","pages":"1-1"},"PeriodicalIF":10.6,"publicationDate":"2025-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143813616","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
BLE Based Cooperative Awareness for Miniature UAVs: Simulation and Experimental Analysis
IF 10.6 1区 计算机科学
IEEE Internet of Things Journal Pub Date : 2025-04-09 DOI: 10.1109/jiot.2025.3559304
Sandaruwan Jayaweera, Konstantin Mikhaylov, Matti Hämäläinen
{"title":"BLE Based Cooperative Awareness for Miniature UAVs: Simulation and Experimental Analysis","authors":"Sandaruwan Jayaweera, Konstantin Mikhaylov, Matti Hämäläinen","doi":"10.1109/jiot.2025.3559304","DOIUrl":"https://doi.org/10.1109/jiot.2025.3559304","url":null,"abstract":"","PeriodicalId":54347,"journal":{"name":"IEEE Internet of Things Journal","volume":"97 1","pages":"1-1"},"PeriodicalIF":10.6,"publicationDate":"2025-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143813569","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ontology-Based Semantic Reasoning for Multi-Source Heterogeneous Industrial Devices Using OPC UA
IF 10.6 1区 计算机科学
IEEE Internet of Things Journal Pub Date : 2025-04-09 DOI: 10.1109/jiot.2025.3556934
Jing Bi, Rina Wu, Haitao Yuan, Ziqi Wang, Jia Zhang, MengChu Zhou
{"title":"Ontology-Based Semantic Reasoning for Multi-Source Heterogeneous Industrial Devices Using OPC UA","authors":"Jing Bi, Rina Wu, Haitao Yuan, Ziqi Wang, Jia Zhang, MengChu Zhou","doi":"10.1109/jiot.2025.3556934","DOIUrl":"https://doi.org/10.1109/jiot.2025.3556934","url":null,"abstract":"","PeriodicalId":54347,"journal":{"name":"IEEE Internet of Things Journal","volume":"3 1","pages":"1-1"},"PeriodicalIF":10.6,"publicationDate":"2025-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143813558","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mixture of Gradient: A Unified Enhancing Approach for Deep Learning-Based Wireless Network Optimization
IF 10.6 1区 计算机科学
IEEE Internet of Things Journal Pub Date : 2025-04-09 DOI: 10.1109/jiot.2025.3559063
Nan Cheng, Longfei Ma, Yanpeng Dai, Xiucheng Wang, Qihao Li, Wei Quan, Hui Liang, Xuemin Shen
{"title":"Mixture of Gradient: A Unified Enhancing Approach for Deep Learning-Based Wireless Network Optimization","authors":"Nan Cheng, Longfei Ma, Yanpeng Dai, Xiucheng Wang, Qihao Li, Wei Quan, Hui Liang, Xuemin Shen","doi":"10.1109/jiot.2025.3559063","DOIUrl":"https://doi.org/10.1109/jiot.2025.3559063","url":null,"abstract":"","PeriodicalId":54347,"journal":{"name":"IEEE Internet of Things Journal","volume":"14 1","pages":"1-1"},"PeriodicalIF":10.6,"publicationDate":"2025-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143813567","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Smart IoT-based Solutions for Neonatal Sleep Stratification: Single-Dual Channel EEG, AdaptiSelect, Multview Fusion, & Rotational Ensemble Stacking
IF 10.6 1区 计算机科学
IEEE Internet of Things Journal Pub Date : 2025-04-08 DOI: 10.1109/jiot.2025.3558235
Muhammad Irfan, Laishuan Wang, Yan Xu, Abdulhamit Subasi, Chen Chen, Riku Klen, Tomi Westurlund, Wei Chen
{"title":"Smart IoT-based Solutions for Neonatal Sleep Stratification: Single-Dual Channel EEG, AdaptiSelect, Multview Fusion, & Rotational Ensemble Stacking","authors":"Muhammad Irfan, Laishuan Wang, Yan Xu, Abdulhamit Subasi, Chen Chen, Riku Klen, Tomi Westurlund, Wei Chen","doi":"10.1109/jiot.2025.3558235","DOIUrl":"https://doi.org/10.1109/jiot.2025.3558235","url":null,"abstract":"","PeriodicalId":54347,"journal":{"name":"IEEE Internet of Things Journal","volume":"59 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143805657","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Discrete Memristive Delay Feedback Rulkov Neuron Model: Chaotic Dynamics, Hardware Implementation and Application in Secure Communication
IF 10.6 1区 计算机科学
IEEE Internet of Things Journal Pub Date : 2025-04-08 DOI: 10.1109/jiot.2025.3558963
Quanli Deng, Chunhua Wang, Gang Yang, Dingwei Luo
{"title":"Discrete Memristive Delay Feedback Rulkov Neuron Model: Chaotic Dynamics, Hardware Implementation and Application in Secure Communication","authors":"Quanli Deng, Chunhua Wang, Gang Yang, Dingwei Luo","doi":"10.1109/jiot.2025.3558963","DOIUrl":"https://doi.org/10.1109/jiot.2025.3558963","url":null,"abstract":"","PeriodicalId":54347,"journal":{"name":"IEEE Internet of Things Journal","volume":"94 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143805658","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimizing Multi-AAV Formation Cooperative Control Strategies With MCDDPG Approach
IF 8.2 1区 计算机科学
IEEE Internet of Things Journal Pub Date : 2025-04-08 DOI: 10.1109/JIOT.2024.3508820
Jinsheng Xiao;Bolun Yan;Honggang Xie;Qiuze Yu;Linkun Li;Yuan-Fang Wang
{"title":"Optimizing Multi-AAV Formation Cooperative Control Strategies With MCDDPG Approach","authors":"Jinsheng Xiao;Bolun Yan;Honggang Xie;Qiuze Yu;Linkun Li;Yuan-Fang Wang","doi":"10.1109/JIOT.2024.3508820","DOIUrl":"https://doi.org/10.1109/JIOT.2024.3508820","url":null,"abstract":"In recent years, the application of autonomous aerial vehicle (AAV) devices in military, industrial, and civilian sectors has become increasingly widespread. Consequently, research on multi-AAV formation cooperative control strategies has garnered significant attention. However, current multiagent reinforcement learning algorithms often struggle with unguided exploration, making it challenging for agents to develop efficient action strategies for complex collaborative tasks. To address this issue, this article introduces a multicritic deep deterministic policy gradient (MCDDPG) algorithm. This algorithm designs a multicritic (MC) structure based on the DDPG algorithm. This structure guides AAVs using physical models for tracking and obstacle avoidance, while deep learning models are employed to facilitate cooperative coordination among AAVs. Furthermore, to address the weight allocation issue among different Critic modules in the MC structure, a dynamic difficulty priority weight optimization algorithm is implemented. This enhances the algorithm’s collaborative capabilities. To validate the collaborative planning capability of the proposed algorithm, a simulation scenario involving multicoupled tasks is designed in the multiagent particle environment (MPE). In this scenario, the MCDDPG algorithm demonstrates the fastest convergence speed and the optimal collaborative strategy, outperforming other state-of-the-art multiagent deep reinforcement learning (MADRL) algorithms currently in use.","PeriodicalId":54347,"journal":{"name":"IEEE Internet of Things Journal","volume":"12 8","pages":"9775-9791"},"PeriodicalIF":8.2,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143801061","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Secure and Lightweight Signcryption Scheme With Group Equality Test for Heterogeneous WBAN 针对异构无线局域网的安全、轻量级、带群组平等性测试的签名加密方案
IF 10.6 1区 计算机科学
IEEE Internet of Things Journal Pub Date : 2025-04-08 DOI: 10.1109/jiot.2025.3558230
Qijia Zhang, Jianhong Zhang, Nan Yang, Youliang Tian
{"title":"Secure and Lightweight Signcryption Scheme With Group Equality Test for Heterogeneous WBAN","authors":"Qijia Zhang, Jianhong Zhang, Nan Yang, Youliang Tian","doi":"10.1109/jiot.2025.3558230","DOIUrl":"https://doi.org/10.1109/jiot.2025.3558230","url":null,"abstract":"","PeriodicalId":54347,"journal":{"name":"IEEE Internet of Things Journal","volume":"73 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143805751","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IEEE Internet of Things Journal Publication Information
IF 8.2 1区 计算机科学
IEEE Internet of Things Journal Pub Date : 2025-04-08 DOI: 10.1109/JIOT.2025.3553641
{"title":"IEEE Internet of Things Journal Publication Information","authors":"","doi":"10.1109/JIOT.2025.3553641","DOIUrl":"https://doi.org/10.1109/JIOT.2025.3553641","url":null,"abstract":"","PeriodicalId":54347,"journal":{"name":"IEEE Internet of Things Journal","volume":"12 8","pages":"C2-C2"},"PeriodicalIF":8.2,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10958208","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143800784","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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