Pub Date : 2026-01-21DOI: 10.1109/tii.2025.3650667
Guanjie Li, Jin Cao, Jinkai Zheng, Chengzhe Lai, Tom H. Luan, Zehui Xiong
{"title":"SRAA: A Secure and Revocable Access Authentication Scheme in Cross-Domain Vehicular Twin Networks","authors":"Guanjie Li, Jin Cao, Jinkai Zheng, Chengzhe Lai, Tom H. Luan, Zehui Xiong","doi":"10.1109/tii.2025.3650667","DOIUrl":"https://doi.org/10.1109/tii.2025.3650667","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"1 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146042832","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}
Pub Date : 2026-01-21DOI: 10.1109/tii.2025.3649024
Hui Zhang, Hang Liu, Baheti Biekezati, Rui Du, Yunkang Cao, Kaining Zhang, Tongzhi Niu, Yaonan Wang
{"title":"FPF: A Focused Perception Framework for Small Defect Identification in Complex Power Scenarios","authors":"Hui Zhang, Hang Liu, Baheti Biekezati, Rui Du, Yunkang Cao, Kaining Zhang, Tongzhi Niu, Yaonan Wang","doi":"10.1109/tii.2025.3649024","DOIUrl":"https://doi.org/10.1109/tii.2025.3649024","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"52 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146042826","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}
Pub Date : 2026-01-21DOI: 10.1109/tii.2026.3651904
Yi Zhai, Maximilian Beck, Aiman El Asad, Katja Köhler, Michael Hahn, Eric Sax
{"title":"Production-Optimized Automotive Software Architecture: Theory and Applications","authors":"Yi Zhai, Maximilian Beck, Aiman El Asad, Katja Köhler, Michael Hahn, Eric Sax","doi":"10.1109/tii.2026.3651904","DOIUrl":"https://doi.org/10.1109/tii.2026.3651904","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"7 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146042838","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}
Pub Date : 2026-01-19DOI: 10.1109/tii.2025.3627540
Gang Shi, Chengjin Qin, Zhinan Zhang, Pengcheng Xia, Chengliang Liu
{"title":"A Novel Shield Machine Main Bearing Health Evaluation Approach Based on Two-Stage Signal Decomposition","authors":"Gang Shi, Chengjin Qin, Zhinan Zhang, Pengcheng Xia, Chengliang Liu","doi":"10.1109/tii.2025.3627540","DOIUrl":"https://doi.org/10.1109/tii.2025.3627540","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"61 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2026-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146001275","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}
Pub Date : 2026-01-16DOI: 10.1109/tii.2025.3641289
Yupeng Shen, Zhe Chen, Yaan Li, Weijia Li
{"title":"Multidimensional Extension, Coexisting Attractors, Circuit Implementation of Grid-Scroll Memristive Chaotic Oscillator and Its Application in Underwater Acoustic Signal Detection under Ultralow SNR","authors":"Yupeng Shen, Zhe Chen, Yaan Li, Weijia Li","doi":"10.1109/tii.2025.3641289","DOIUrl":"https://doi.org/10.1109/tii.2025.3641289","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"19 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145993325","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}
Pub Date : 2026-01-16DOI: 10.1109/tii.2025.3642530
Ashiyana Abdul Majeed, Mahmoud Meribout, Safa Mohammed Sali
{"title":"Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU—A Critical Review","authors":"Ashiyana Abdul Majeed, Mahmoud Meribout, Safa Mohammed Sali","doi":"10.1109/tii.2025.3642530","DOIUrl":"https://doi.org/10.1109/tii.2025.3642530","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"37 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145993323","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}
Pub Date : 2026-01-15DOI: 10.1109/TII.2025.3627769
Ming Zhan;Zhibo Pang;Qiang Zhou;Fang Wu;Jiangwu Zhang;Shiqing Zhang;Kan Yu
In today's industrial Internet of Things systems, functional safety communication protocols are widely adopted to transmit safety protocol data unit (SPDU). While the guessing random additive noise decoding (GRAND) algorithm can improve the reliability of cyclic redundancy check (CRC)-coded SPDU, the decoding complexity of long SPDU remains too high for practical deployment. To address this, we extend the GRAND-based joint error detection and correction (JEDeC) strategy to long SPDU and propose a JEDeC-based packet fragmentation/assembling mechanism that fragments a long SPDU into multiple short SPDUs for parallel correction of erroneous bits. We clarify the decoder input settings and channel model used in this work. We show that the proposed approach achieves tractable decoding complexity and latency: for an assembled SPDU length of 1024 bits, fragment length of 64 bits, CRC signature length of 32 bits, and maximum error-correction capability of 4 bits, under a representative bit error rate (BER) $P_{e}=10^{-3}$, the BER is reduced from $10^{-3}$ to $1.49times 10^{-8}$, the packet error rate from $6.46times 10^{-1}$ to $8.11times 10^{-7}$, and the residual error probability from $6.36times 10^{-11}$ to $3.42times 10^{-16}$, with an average of $2.86times 10^{3}$ guessing attempts per assembled SPDU. These results indicate that the fragmentation/assembling mechanism can substantially improve safety-communication dependability with implementable cost.
{"title":"Joint Error Detection and Correction for Safety Communication: Packet Fragmentation and Assembling","authors":"Ming Zhan;Zhibo Pang;Qiang Zhou;Fang Wu;Jiangwu Zhang;Shiqing Zhang;Kan Yu","doi":"10.1109/TII.2025.3627769","DOIUrl":"10.1109/TII.2025.3627769","url":null,"abstract":"In today's industrial Internet of Things systems, functional safety communication protocols are widely adopted to transmit safety protocol data unit (SPDU). While the guessing random additive noise decoding (GRAND) algorithm can improve the reliability of cyclic redundancy check (CRC)-coded SPDU, the decoding complexity of long SPDU remains too high for practical deployment. To address this, we extend the GRAND-based joint error detection and correction (JEDeC) strategy to long SPDU and propose a JEDeC-based packet fragmentation/assembling mechanism that fragments a long SPDU into multiple short SPDUs for parallel correction of erroneous bits. We clarify the decoder input settings and channel model used in this work. We show that the proposed approach achieves tractable decoding complexity and latency: for an assembled SPDU length of 1024 bits, fragment length of 64 bits, CRC signature length of 32 bits, and maximum error-correction capability of 4 bits, under a representative bit error rate (BER) <inline-formula><tex-math>$P_{e}=10^{-3}$</tex-math></inline-formula>, the BER is reduced from <inline-formula><tex-math>$10^{-3}$</tex-math></inline-formula> to <inline-formula><tex-math>$1.49times 10^{-8}$</tex-math></inline-formula>, the packet error rate from <inline-formula><tex-math>$6.46times 10^{-1}$</tex-math></inline-formula> to <inline-formula><tex-math>$8.11times 10^{-7}$</tex-math></inline-formula>, and the residual error probability from <inline-formula><tex-math>$6.36times 10^{-11}$</tex-math></inline-formula> to <inline-formula><tex-math>$3.42times 10^{-16}$</tex-math></inline-formula>, with an average of <inline-formula><tex-math>$2.86times 10^{3}$</tex-math></inline-formula> guessing attempts per assembled SPDU. These results indicate that the fragmentation/assembling mechanism can substantially improve safety-communication dependability with implementable cost.","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"22 2","pages":"1506-1517"},"PeriodicalIF":9.9,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11352971","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145972188","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}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：