RESOURCE-CONSTRAINED

作品数：24被引量：13H指数：2
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Empowering Sentiment Analysis in Resource-Constrained Environments:Leveraging Lightweight Pre-trained Models for Optimal Performance
《Journal of Harbin Institute of Technology(New Series)》2025年第1期76-84,共9页V.Prema V.Elavazhahan 
Sentiment analysis,a cornerstone of natural language processing,has witnessed remarkable advancements driven by deep learning models which demonstrated impressive accuracy in discerning sentiment from text across vari...
关键词：sentiment analysis light weight models resource⁃constrained environment pre⁃trained models 
ConGCNet:Convex geometric constructive neural network for Industrial Internet of Things
《Journal of Automation and Intelligence》2024年第3期169-175,共7页Jing Nan Wei Dai Chau Yuen Jinliang Ding 
The intersection of the Industrial Internet of Things(IIoT)and artificial intelligence(AI)has garnered ever-increasing attention and research interest.Nevertheless,the dilemma between the strict resource-constrained n...
关键词：Industrial Internet of Things Lightweight geometric constructive neural network Convex optimization RESOURCE-CONSTRAINED Matrix theory 
Quantized autoencoder(QAE)intrusion detection system for anomaly detection in resource-constrained loT devices using RT-loT2022 dataset被引量：1
《Cybersecurity》2024年第2期13-27,共15页B S Sharmila Rohini Nagapadma 
In recent years,many researchers focused on unsupervised learning for network anomaly detection in edge devices to identify attacks.The deployment of the unsupervised autoencoder model is computationally expensive in ...
关键词：IoT CONSTRAINED system 
A self-driving solution for resource-constrained autonomous vehicles in parked areas
《High-Confidence Computing》2024年第1期32-42,共11页Jin Qian Liang Zhang Qiwei Huang Xinyi Liu Xiaoshuang Xing Xuehan Li 
supported by the Natural Science Foundation of Jiangsu Province(BK20211357);the Qing Lan Project of Jiangsu Province(2022);the Natural Science Foundation of the Jiangsu Higher Education Institutions of China(22KJB520036 and 23KJB510033);the Innovation Project of Engineering Research Center of Integration and Application of Digital Learning Technology of MOE(1221046)。
Autonomous vehicles in industrial parks can provide intelligent,efficient,and environmentally friendly transportation services,making them crucial tools for solving internal transportation issues.Considering the chara...
关键词：Autonomous vehicles Path planning Target recognition Driving decision-making SELF-DRIVING 
Unbalanced private set intersection with linear communication complexity
《Science China(Information Sciences)》2024年第3期75-89,共15页Quanyu ZHAO Bingbing JIANG Yuan ZHANG Heng WANG Yunlong MAO Sheng ZHONG 
supported by National Key Research and Development Program of China (Grant No.2020YFB1005900);Natural Science Foundation on Frontier Leading Technology Basic Research Project of Jiangsu (Grant No.BK20222001);Leading-edge Technology Program of Jiangsu National Science Foundation (Grant No.BK20202001);National Natural Science Foundation of China (Grant Nos.61872176,62272215,61872179,62272222)。
The private set intersection(PSI)protocol allows two parties holding a set of integers to compute the intersection of their sets without revealing any additional information to each other.The unbalanced PSI schemes co...
关键词：unbalanced private set intersection Hash proof system linear communication complexity small set resource-constrained devices 
A Review of Lightweight Security and Privacy for Resource-Constrained IoT Devices
《Computers, Materials & Continua》2024年第1期31-63,共33页Sunil Kumar Dilip Kumar Ramraj Dangi Gaurav Choudhary Nicola Dragoni Ilsun You 
supported by project TRANSACT funded under H2020-EU.2.1.1.-INDUSTRIAL LEADERSHIP-Leadership in Enabling and Industrial Technologies-Information and Communication Technologies(Grant Agreement ID:101007260).
The widespread and growing interest in the Internet of Things(IoT)may be attributed to its usefulness in many different fields.Physical settings are probed for data,which is then transferred via linked networks.There ...
关键词：IOT a sensor device LIGHTWEIGHT CRYPTOGRAPHY block cipher smart card security and privacy 
An Efficient Federated Learning Framework Deployed in Resource-Constrained IoV:User Selection and Learning Time Optimization Schemes
《China Communications》2023年第12期111-130,共20页Qiang Wang Shaoyi Xu Rongtao Xu Dongji Li 
supported by the Fundamental Research Funds for the Central Universities(No.2022YJS127);the National Key Research and Development Program under Grant 2022YFB3303702;the Key Program of National Natural Science Foundation of China under Grant 61931001。
In this article,an efficient federated learning(FL)Framework in the Internet of Vehicles(IoV)is studied.In the considered model,vehicle users implement an FL algorithm by training their local FL models and sending the...
关键词：block coordinate descent concave-convex procedure federated learning learning time resource allocation 
An adaptive and robust secret key extraction scheme from high noise wireless channel in IIoT
《Digital Communications and Networks》2023年第4期809-816,共8页Lupeng Zhang Pingchuan Wang Yuming Zhang Zongzheng Chi Ning Tong Lei Wang Fengqi Li 
supported in part by the National Natural Science Foundation of China(No.61902051);the Key R&D Program of Liaoning Province under Grant 2020JH2/10100038.
The Sixth-Generation(6G)enhances the Industrial Internet of Things(IIoT)communication efficiency and further raises security requirements.It is crucial to construct a post-quantum security communication channel betwee...
关键词：SECURITY Key extraction Resource-constrained devices PRIVACY 
Improving resource-constrained IoT device lifetimes by mitigating redundant transmissions across heterogeneous wireless multimedia of things
《Digital Communications and Networks》2022年第5期778-790,共13页Muhammad Salah ud din Muhammad Atif Ur Rehman Rehmat Ullah Chan-Won Park Dae Ho Kim Byung-seo Kim 
This work was supported in part by the Institute of Information&communications Technology Planning&Evaluation(IITP)grant funded by the Korea government(MSIT)(No.2018-0-01411,A Micro-Service IoTWare Framework Technology Development for Ultra small IoT Device);in part by 2021 Hongik University Innovation Support program Fund.
In Wireless Multimedia Sensor Networks(WMSNs),nodes capable of retrieving video,audio,images,and small scale sensor data,tend to generate immense traffic of various types.The energy-efficient transmission of such a va...
关键词：CLUSTERING WMSN WSN IoTs RESOURCE-CONSTRAINED Fuzzy AHP Sub clustering MAC Energy efficiency Network lifetime 
Lightweight Direct Acyclic Graph Blockchain for Enhancing Resource-Constrained IoT Environment
《Computers, Materials & Continua》2022年第6期5271-5291,共21页Salaheddine Kably Mounir Arioua Nabih Alaoui 
Blockchain technology is regarded as the emergent security solution for many applications related to the Internet of Things(IoT).In concept,blockchain has a linear structure that grows with the number of transactions ...
关键词：Multi zone DAG blockchain dynamic PUF lightweight PoAh consensus BoSo node selection four-q-curve encryption IoT environment 
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