Review of Lightweight Vibration Isolation Technologies for Marine Power Devices by Yuanran Qiu, Wei Xu, Zechao Hu, Junqiang Fu, Mengxuan He

“…The current reserve of lightweight and high-efficiency VIT for MPD and relevant theoretical and design research are seriously insufficient. …”
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STRUCTURE FINITE ELEMENT ANALYSIS AND LIGHTWEIGHT DESIGN OF MULTILAYER DRUM by WEN MingLiang, WU Xiao, LI Xin, XIONG Gang

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Enhanced Lightweight Quantum Key Distribution Protocol for Improved Efficiency and Security by Ashutosh Bhatia, Sainath Bitragunta, Kamlesh Tiwari

“…In this work, we propose three key optimizations for BB84: (1) PRNG-based predetermined key bit positioning, which eliminates redundant bit exchanges during sifting, (2) hash-based subsequence comparison, enabling lightweight and efficient key verification, and (3) adaptive basis reconciliation, which minimizes the communication costs associated with basis matching. …”
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Image Super-Resolution Reconstruction Based on the Lightweight Hybrid Attention Network by Chu Yuezhong, Wang Kang, Zhang Xuefeng, Liu Heng

“…In order to solve the problem that the current image super-resolution model has too many parameters and high computational complexity, this paper proposes a lightweight hybrid attention network (LHAN). LHAN consists of three parts: shallow feature extraction, lightweight hybrid attention block (LHAB), and upsampling module. …”
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Design and application of a lightweight management software for Internet of things node by Shiyou GUAN, Zaiqun WU

“…The modular design idea was used to abstract the logic of IoT nodes, and the function and control logic of nodes were divided into atoms, the atomic modules can be freely combined and deployed according to different application, they support single system and distributed system deployment, and were pluggable and easy to expand, meet the diversified design needs of IoT applications.The design and implementation of lightweight IoT node management software based on this idea were described in detail.The test results show that the software only needs 14 872 byte of flash and 1 976 byte of RAM, which can be used in limited hardware resources.This software framework was used to design smart hotel RCU(room control unit), including the design of voice gateway node based on esp32 (Wi-Fi SOC) and 4-bit key panel node based on cx32l003 (MCU).The RCU designed with this software framework can deploy to different hotels only needed to be designed once, which solves the problem that RCU cannot be used in different hotels and needs to be designed and modified repeatedly, and greatly speeds up the process of smart hotel deployment.At present, the RCU has been deployed and operated stably in Xi'an, Tupai and other express hotels.…”
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Effect of Aggregate Roughness on Strength and Permeation Characteristics of Lightweight Aggregate Concrete by Ameer A. Hilal

“…This paper aims to examine the effect of surface roughness of lightweight aggregate particles (LWA) on the strength and permeation characteristics of lightweight aggregate concrete (LWAC). …”
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Lightweight authentication protocol for security vehicle network of railway freight train by Congdong LYU, Yucai LI

Subjects: “…lightweight authentication…”
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Chloride Penetration in Lightweight Aggregate Mortars Incorporating Supplementary Cementing Materials by Maria Stratoura, Diana-Ruxandra Iaz, Efstratios Badogiannis

“…The current research is aiming to investigate the chlorides’ penetration resistance of 9 different pumice lightweight aggregate mortars (LWAMs). The composition of the mixture is altered by the addition of metakaolin, fly ash, silica fume, and ground granulated blast furnace slag, substituting 10% and 20% of cement by mass. …”
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Lightweight Data Compression in Wireless Sensor Networks Using Huffman Coding by Henry Ponti Medeiros, Marcos Costa Maciel, Richard Demo Souza, Marcelo Eduardo Pellenz

“…This paper presents a lightweight data compression method for wireless sensor networks monitoring environmental parameters with low resolution sensors. …”
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Dual-granularity lightweight model for vulnerability code slicing method assessment by Bing ZHANG, Zheng WEN, Yuxuan ZHAO, Ning WANG, Jiadong REN

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Lightweight Design of Formula Racing Sprocket based on Topology Optimization Method by Jixiong Li, Jianliang Tan, Guojie Mai

“…Abstract In order to obtain lightweight formula racing sprocket， the topological optimization method is introduced into the design of sprocket structure， the mathematical model of lightweight optimization design is constructed， and the geometric model of initial sprocket design is optimized by reducing the weight three times， and the sprocket with 49.59% mass reduction is obtained. …”
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Development and application of a lightweight five-axis parallel machining robot by Zenghui XIE, Bin MEI, Weiyao BI, Fugui XIE, Xin-Jun LIU

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A STUDY ON FRAME STRUCTURE IMPROVEMENT AND LIGHTWEIGHT DESIGN OF HEAVY TRUCK by WANG QingChun, LIU PeiYong, LONG Ling, ZHAO JuanNi

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Laser Radar System Based on Lightweight Diffractive Lens Receiver System by Jiajia Yin, Mengxia Hou, Bin Fan, Jiang Bian, Junfeng Du

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Malaria Diagnosis Using a Lightweight Deep Convolutional Neural Network by Varun Magotra, Mukesh Kumar Rohil

“…In our study, we propose a lightweight CNN, which requires less time to train, for identifying malaria parasitic red blood cells and distinguishing them from healthy red blood cells. …”
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Differential, Linear, and Meet-in-the-Middle Attacks on the Lightweight Block Cipher RBFK by Sugio Nobuyuki

“…Randomized butterfly architecture of fast Fourier transform for key cipher (RBFK) is the lightweight block cipher for Internet of things devices in an edge computing environment. …”
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Mechanical Properties of Self-Compacting Lightweight Concrete Containing Pumice and Metakaolin by Masoud Dadkhah, Reza Rahgozar, Ali Bandani, Peyman Rahgozar

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LIGHTWEIGHT DESIGN OF STRUCTURES BASED ON A SEMIDEFINITE PROGRAMMING METHOD (MT) by WANG XingFeng, ZHANG Qing, QIN XianRong, SUN YuanTao

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Image Super-Resolution Using Lightweight Multiscale Residual Dense Network by Shilin Li, Ming Zhao, Zhengyun Fang, Yafei Zhang, Hongjie Li

“…In addition, in order to reduce the redundancy of the network parameters of MRDN, we further develop a lightweight parameter method and deploy it at different scales. …”
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SQL Injection Detection Based on Lightweight Multi-Head Self-Attention by Rui-Teng Lo, Wen-Jyi Hwang, Tsung-Ming Tai

“…For the exploration of correlation among the tokens, a lightweight multi-head self-attention scheme with a position encoder is employed. …”
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