Research on certificateless anonymous authentication and key agreement scheme of vehicle network based on CPN by ZHENG Lu, FENG Tao, SU Chunhua

“…To address the shortcomings of existing authentication schemes in vehicle networks, which commonly suffer from key escrow issues, as well as the lack of consideration for lightweight deployment and secure rapid authentication of compute-constrained electronic control unit (ECU), a lightweight certificateless anonymous authentication and key agreement scheme without bilinear pairings was proposed for compute-unconstrained ECU networks. …”
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Construction of diffusion layers based on cipher structures by Peng-fei LI

“…Taked diffusion layers of block cipher algorithms as the research object,lightweight diffusion layers were constructed by two cipher structures based on the characteristics of diffusion layers of lightweight block cipher algorithms,which were the construction of software-oriented diffusion layers based on Feistel structure and the construction of hardware-oriented diffusion layers based on LFSR.Lightweight involution diffusion layers with branch numbers 7 over eight 4-bit and 8-bit S-boxes were constructed by 3-round Feistel structure and the round functions adopt linear transformations with rotation and XORs.Some suboptimal diffusion layers over four 4 bit and 8 bit S-boxes and diffusion layers with branch numbers 7 over eight 4 bit and 8 bit S boxes based on LFSR were constructed.In addition,6,7,8 dimension MDBL matrices and many 16,18,32 dimension binary matrices with big dimension and branch numbers 7,7,12 based on LFSR were constructed.The experimental results have high practical significance in realm of the design of block cipher algorithms.…”
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Efficient Image Super-Resolution with Multi-Branch Mixer Transformer by Long Zhang, Yi Wan

“…In this paper, we propose a lightweight Transformer model termed Multi-Branch Mixer Transformer (MBMT) for SR. …”
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A Practical Design Method to Determine the Replacement Time of Light Embankment by Fei Zhou, Fan Yu, Tangdai Xia, Bingqi Yu, Yingtao Hu

“…The key of filling technology of lightweight embankment is the design of filling thickness and the selection of filling time. …”
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Improvement and Optimization of the Structure of the Driving Drum based on ANSYS by Yu Yuzhen, Wang Fei, Dong Xiaolei, Li Li, Liu Liwei

“…According to the result,the structure redesign and lightweight research of the driving drum are carried out,and the lightweight results are verified.Finally,the multi-objective optimization design of the driving drum is carried out by using optimization module of ANSYS Workbench,which provides a theoretical basis for the optimization and improvement of the driving drum structure.…”
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DEVELOPMENT IN RESEARCH ON THE MECHANICAL PROPERTY OF ADHESIVE JOINTS by WANG YuQi, HE XiaoCong, ZENG Kai

“…The need to design lightweight structures and the increased use of lightweight materials in industrial field,has led to wide use of adhesive bonding. …”
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FF-YOLO: Fashion Fabric Detection Algorithm Based on YOLOv8 by Caixia Chen

“…The results show our method proves to be effective and lightweight in fashion fabric detection tasks.…”
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Optimization of Magnesium Alloy Wheel Dynamic Impact Performance by Xin Jiang, Hai Liu, Rui Lyu, Yoshio Fukushima, Naoki Kawada, Zhenglai Zhang, Dongying Ju

“…Designing lightweight and comfortable automotive vehicles is a primary aim of the industry. …”
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Temperature-dependent performance and constitutive modeling of additively manufactured Ti600 alloy by Tianhua Wen, Rui Fu, Sihang Xiao, Lei Zhang, Bo Song, Hongshuai Lei

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Light block cipher algorithm for electric power industry by Tao WANG

“…With the development of computer technology,cryptographic algorithms were applied more and more widely in the field of information security.However,it has been a very important problem that how to achieve high performance,high security encryption algorithm and more convenient application in the software and hardware environment.In future grid environment,study of the electric power industry special lightweight block cipher algorithm can get rid of the actual state that only using general algorithm,also makes the information and the safety of the power system more self controlled.According to the electric power industry central business security requirements,the lightweight block cipher algorithm of special power of better performance,higher safety and more convenient application were realized.…”
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Reliability Design and Experimental Development for High-Power Electric Driving Wheel Gearbox by Zhang Lei, Zhao Juan, Zhang Bin, Li Hongbiao, Shan Hongbo, Ge Kai, Yang Bo, Li Zhaochuan, Zhang Hongtao

“…The wheel gearbox is a key component of Multi-axis super-heavy hybrid test platform,for the special nature of the application,on the one hand to meet the requirements of vehicle wheel power transmission requirements,while also meet lightweight and high reliability requirements.Therefore,in the wheel gearbox design,taking the lightweight for the wheel gearbox as the target,reliability as constraints,the optimization design scheme of the wheel gearbox is proposed.After the high- speed test,full load fatigue test and overload fatigue test verification,the wheel gearbox performance and reliability meet the requirements of super- heavy hybrid multi- axis test platform.…”
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LIGHT WEIGHT DESIGN OF GEAR SETS IN WHEEL DRIVING DECELERATION SYSTEM OF ELECTRIC VEHICLE BAESD ON LOAD SPECTRUM by SHEN Jian, ZHENG SongLin, Feng JinZhi

“…For the gear sets of wheel side reduction systems used in electric vehicles,a new lightweight design method based on road load spectrum is put forward.According to the standard road driving cycle,the computational load spectrum of gears generated by extrapolation methods generate gears and the gear fatigue strength characteristics,the reliability and durability of the gear sets can be analysed.Controlling variable method is used to have a good understanding of how the change of module of gear or the gear parameter influence reliability and durability of gear sets.Meeting the demands of driving mileage required,the lightweight optimization design of gear sets has been made.…”
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Research on performance optimizations for TCM-KNN network anomaly detection algorithm by LI Yang1, GUO Li1, LU Tian-bo3, TIAN Zhi-hong1

“…Based on TCM-KNN（transductive confidence machine for K-nearest neighbors） algorithm,the filter-based feature selection and cluster-based instance selection methods were used towards optimizing it as a lightweight network anomaly detection scheme,which not only reduced its complex feature space,but also acquired high quality instances for training.A series of experimental results demonstrate the two methods for optimizations are actually effective in greatly reducing the computational costs while ensuring high detection performances for TCM-KNN algorithm.Therefore,the two methods make TCM-KNN be a good scheme for a lightweight network anomaly detection in practice.…”
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FEA and Structural Optimization of the Planet Carrier of the Speed-increase Gearbox by Pan Jinkun, Geng Feng

“…On the purpose of lightweight design,on the condition that it meets the strength and stiffness requirements the designer began to structural optimization of the planet carrier of speed-increase gearbox.First,the analysis of the strength and stiffness of planet carrier is carried out,and then the structure size which posts an important impact on planet carrier is decided as the design variable.Second,using high-end mesh morph software,the parameterized model of grid is established,and then go further,the optimized model of planet carrier on the purpose of decreasing its weight is built.Finally,the optimized analysis is carried out in combination of Isight multidisciplinary optimization software,the reasonable design plan for lightweight of planet carrier is obtained.The modal analysis towards the optimized planet carrier is carried out,and its natural frequency completely avoid meshing frequency,so as to avoid resonance phenomenon.…”
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Evaluation of Interface Shear Strength Properties of Geogrid Reinforced Foamed Recycled Glass Using a Large-Scale Direct Shear Testing Apparatus by Arul Arulrajah, Suksun Horpibulsuk, Farshid Maghoolpilehrood, Wisanukorn Samingthong, Yan-Jun Du, Shui-Long Shen

“…This research will enable FG, recently assessed as suitable for lightweight backfills, to be used together with geogrids in a sustainable manner as a lightweight MSE wall. …”
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Insights into magnesium alloy significance by Dipen Kumar Rajak, Akriti Menon

“…In applications such as aero-engineering and automobiles, components are designed to operate on critical principles of withstanding high loads while remaining lightweight. Magnesium alloys are known for their lightweight properties, making them commercially popular for such applications. …”
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Research on agricultural IoT pest and disease image recognition algorithm based on STM32 by Botao XU, Xiang CHEN

“…In modern agriculture IoT systems, edge computing is an indispensable component.In this context, it is feasible to deploy lightweight pest and disease image recognition tasks on edge devices.However, due to the constraints of device computation and storage capabilities, this task faces significant challenges.To address these challenges, an economically practical method was proposed for pest and disease image recognition on STM32 edge devices.Specifically, the MobileNetv2 structure was improved to better suit the characteristics of STM32, quantization-aware training technique was used to compresses the network, model portability was enhanced.Meanwhile, the X-CUBE-AI was used to arrange the model and evaluate the performance.Experimental results demonstrate that the proposed model not only ensures image classification accuracy but also reduces the Flash and RAM resource consumption on STM32 compared to other lightweight networks.…”
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DSIA U-Net: deep shallow interaction with attention mechanism UNet for remote sensing satellite images by Naga Surekha Jonnala, Renuka Chowdary Bheemana, Krishna Prakash, Shonak Bansal, Arpit Jain, Vaibhav Pandey, Mohammad Rashed Iqbal Faruque, K. S. Al-mugren

“…When compared to state-of-the-art models, lightweight semantic segmentation models usually exhibit performance gaps. …”
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Remote Lifestyle Coaching Plus a Connected Glucose Meter with Certified Diabetes Educator Support Improves Glucose and Weight Loss for People with Type 2 Diabetes by Jennifer B. Bollyky, Dena Bravata, Jason Yang, Mark Williamson, Jennifer Schneider

“…The estimated 12-week program costs were 5.5 times more for intensive than lightweight coaching. Conclusion. Livongo participation significantly improves BG control in people with T2D. …”
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EAP-Swift: An Efficient Authentication and Key Generation Mechanism for Resource Constrained WSNs by Daniel Granlund, Christer Åhlund, Patrik Holmlund

“…This paper presents EAP-Swift, a novel EAP based authentication protocol with a focus on lightweight processing and faster response. It supports end-to-end session encryption key generation and mutual authentication. …”
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