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检索条件"任意字段=International Conference on Optical Network Design and Modeling"

共 29277 条记录，以下是71-80 订阅

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Research on pedestrian detection based on lightweight YOLOv8

Research on pedestrian detection based on lightweight YOLOv8

引用

2023 international conference on Computer Graphics, Artificial Intelligence, and Data Processing, ICCAID 2023

作者： Luo, Shihang He, Tao Xu, Chao Su, Jixiang Wang, Shuqin Zhang, Lifeng Liang, Hu Li, Huipeng School of Electrical Engineering University of South China Hengyang China

ISBN: (纸本)9781510677685

For the YOLOv8 pedestrian detection issue on embedded devices with high computational complexity and deployment challenges, we propose a novel lightweight pedestrian detection solution. This involves replacing YOLO's backbone network with lightweight models, MobileNetV3 and EfficientNetv2, and modifying the attention mechanism in the model by introducing the CBAM attention mechanism. Additionally, an SPPF module is added to the last layer of the model to enhance feature extraction. To achieve lightweighting in the head segment, we halved its parameter count. Experimental results show that compared to directly replacing the network, our approach successfully reduces the parameter count while achieving higher accuracy. © 2024 SPIE.

关键词： Object detection Performance modeling Convolution Feature extraction design Education and training Head Instrument modeling Systems modeling Mobile devices

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Mixed integer nonlinear programming-based warehousing construction and optimization for power grid networking 9

Mixed integer nonlinear programming-based warehousing constr...

引用

9th international conference on Energy Materials and Electrical Engineering, ICEMEE 2023

作者： Jiang, Changzhi Ji, Zhongjun Zhang, Ziyan Liu, Qiqi Materials Branch of State Grid Liaoning Electric Power Co. Ltd Shenyang110801 China

ISBN: (纸本)9781510672765

Scientifically constructing the power grid material warehousing network can improve the logistics operation efficiency, reduce the inventory cost and improve the efficiency of the whole power grid logistics system. In this regard, this paper studies the optimization of the power material warehousing construction and uses the mixed integer nonlinear programming method to construct the warehouse location model, so as to finally get the optimal theoretical results. Then, this paper puts forward the power grid material centralized warehousing network optimization solution, which is also combined with the actual traffic conditions, the logistics response time requirements, the social logistics resources and other practical constraints to evaluate and the proposed model and method. The experiment results indicate that the proposed method outperforms the benchmarks. © COPYRIGHT SPIE. Downloading of the abstract is permitted for personal use only.

关键词： Power grids Mathematical modeling Data modeling Nonlinear optimization Performance modeling Transportation network architectures design and modelling

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DeTNet: A projector deblurring method based on CNN and Triplet attention 4

DeTNet: A projector deblurring method based on CNN and Tripl...

引用

4th international conference on Computer Graphics, Image, and Virtualization, ICCGIV 2024

作者： Zhang, Yuqiang Yang, Huamin Han, Cheng Zhang, Chao Changchun University of Science and Technology No.7186 Weixing Road Jilin Changchun China

ISBN: (纸本)9781510683242

Projection blurring and defocusing is a prevalent issue that can significantly degrade the quality and legibility of projected images and visual content. This paper introduces a novel method to address this problem through the development of a deblurring network based on convolution operation and Triplet attention (DeTNet). This dual-pronged design enables the network to effectively extract salient features related to out-of-focus blurring, while also capturing the crucial interdependencies and interactions across multiple feature dimensions. By modeling both the low-level blur characteristics as well as the higher-order feature correlations, the DeTNet is able to reconstruct sharper, more focused projection outputs. Through extensive experimental validation on the collected datasets, the effectiveness of the proposed approach is thoroughly demonstrated. © 2024 SPIE.

关键词： Deblurring Projection systems Feature extraction Education and training Visualization network architectures Image processing Image sharpness modeling

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Fiber Channel modeling Using Kolmogorov-Arnold network based Conditional Generative Adversarial network

Fiber Channel Modeling Using Kolmogorov-Arnold Network based...

引用

2024 Asia Communications and Photonics conference, ACP 2024 and international conference on Information Photonics and optical Communications, IPOC 2024

作者： Gao, Hengda Wang, Yongjun Yang, Haifeng Han, Lu Hong, Shaonan Zhang, Qi State Key Laboratory of Information Photonics and Optical Communications Beijing University of Posts and Telecommunications Beijing China

A Kolmogorov-Arnold network (KAN) based Conditional Generative Adversarial network (CGAN) is proposed for single mode fiber channel *** results demonstrate that the KAN based CGAN aided channel modeling technique is a... 详细信息

ISBN: (纸本)9798350379266

关键词： Generative adversarial networks

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Enhancing trusted computing operation efficiency based on parallel file verification techniques 4

Enhancing trusted computing operation efficiency based on pa...

引用

4th international conference on network Communication and Information Security, ICNCIS 2024

作者： Zhang, Zhilong Pan, Fengyan Hou, Haibo Li, Yuan Shanghai Jiaotong University Shanghai China Beijing Chenguang Rongxin Technology Co. Beijing China

ISBN: (数字)9781510688261

ISBN: (纸本)9781510688254

Trusted Computing technology represents a significant element of cyber security systems, serving to guarantee the integrity and accessibility of data and systems. The incorporation of Trusted Computing introduces a series of security detection and verification mechanisms to the host system, consequently impacting the performance of host system startup and application operation. In this paper, following an analysis of the verification mechanisms of Trusted Computing, a parallel verification mechanism is proposed. The objective is to facilitate the parallel operation of the host system program and the TPM-based file verification process, thereby enhancing the operational efficiency of the trusted computing system. Through the configurable and micro-intervention design scheme, flexible expansion and configuration within the existing Trusted Computing technology framework can be achieved. © 2025 SPIE.

关键词： Computing systems design Computer security Process control Systems modeling Mathematical optimization Operating systems

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Channel modeling for Free Space optical Communication Using Generative Adhversarial network 4

Channel Modeling for Free Space Optical Communication Using ...

引用

4th international conference on Intelligent Technologies, CONIT 2024

作者： Yuvaraj, G. Anvesh, N. Lakshmi, A.Vijaya Reddy, S.Siddhartha Vardhaman College of Engineering Department of Ece Hyderabad India

ISBN: (纸本)9798350349900

Fast data transfer speeds are offered via Free Space optical (FSO) communications, which have applications in a variety of industries. Still, a significant obstacle to improving the performance of the FSO system is accurate channel modeling. In this paper, a novel approach to channel modeling in FSO communications using Generative Adversarial networks (GANs) is presented. By learning the complex mapping between broadcast and received signals, a class of deep learning models known as GANs is utilized to generate realistic channel representations. The proposed method leverages the generating and discriminative capabilities of GANs to capture the intricate characteristics of FSO channels, including air turbulence effects and beam divergence. Our suggested approach, which makes use of GANs, provides an innovative and efficient FSO channel modeling solution that surpasses traditional analytical and empirical methods. We demonstrate the potential of our GAN-based approach to enhance FSO system design and performance optimization in real-world applications by demonstrating its better performance in precisely modeling FSO channels through rigorous testing and evaluation. © 2024 IEEE.

关键词： Generative adversarial networks

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Trusted Node Deployment Strategies for Long-Haul Quantum Key Distribution networks

Trusted Node Deployment Strategies for Long-Haul Quantum Key...

引用

27th international conference on optical network design and modeling (ONDM)

作者： Patri, Sai Kireet Wenning, Mario Gonde, Shivraj Hanumant Autenrieth, Achim Elbers, Joerg-Peter Mas-Machuca, Carmen ADVA Opt Networking SE Martinsried Germany Tech Univ Munich Chair Commun Networks Munich Germany

ISBN: (纸本)9783903176546

The technological maturity of Quantum Key Distribution (QKD) products have generated high demand for secure key distribution in transmitting sensitive data. To provide this service, long-haul network operators are exploring strategies for network-wide deployment of QKD devices while utilizing existing infrastructure. One approach is to place trusted nodes at existing in-line amplifier huts in the network. In this study, we present a near-optimal fiber span aggregation algorithm, which effectively minimizes the number of trusted nodes between Points-of-Presences (PoPs) in the network. In this study, we evaluate six different topological QKD network deployments and eight different technological QKD network deployments in terms of the total secure key rate, as well as the number of QKD fiber pairs deployed. Our results indicate that the span aggregation algorithm increases the distance between each trusted node by up to 20%, thereby reducing the overall number of trusted nodes. Capacity planning for various topologies and technology deployments on simulated Secure Application Entity (SAE) requests is undertaken. Our proposed capacity planning shows that a baseline deployment with span aggregation using a QKD device with a cut-off distance of 140 km can save up to 3 times the number of QKD deployed fibers as compared to a minimum spanning tree-based low-cost deployment.

关键词： Quantum Key Distribution optical networks Classical-Quantum co-existence network capacity planning

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Morphological characteristics modeling and fluid simulation of metal fiber sintered felt based on growth model and Monte Carlo method

Morphological characteristics modeling and fluid simulation ...

引用

2024 international conference on Optics, Electronics, and Communication Engineering, OECE 2024

作者： Yan, Hansheng Wei, Bo Xiao, Zhengtao School of Mechanical and Electrical Engineering Guangdong Polytechnic of Industry and Commerce Guangdong Guangzhou510510 China

ISBN: (纸本)9781510685437

Fibrous porous material has complex special network structure and porosity feature. Effective digital description of these complex micro structures is a challenge that needs to be solved in engineering fields. Building digital model for active design is the basis of function design and manufacturing optimization of related materials. In this paper, a new digital modeling method that aims at metal fibrous porous material is explored based on the growth model viewpoint and using Monte Carlo method. It means to build a parametric feature model which can map the forming processes of these complex micro structures. This feature model makes advances in geometric authenticity and parameters controllability by introducing porosity, gravity and interference as feature control parameters. By comparing the feature attributes with the reverse scanning reconstruction model and combined with fluid simulation experiments, the efficiency of active design model for describing metal fibrous porous structures is verified. © 2024 SPIE.

关键词： Porous materials

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Blockchain-based secure crowdsourcing scheme to support solution reuse 4

Blockchain-based secure crowdsourcing scheme to support solu...

引用

4th international conference on network Communication and Information Security, ICNCIS 2024

作者： Zhang, Yitong Cui, Wenxuan Miao, Jianchen Xi'an Aviation Computing Technology Research Institute Shaanxi Xian710065 China

ISBN: (数字)9781510688261

ISBN: (纸本)9781510688254

Crowdsourcing is a way to solve complex tasks by publicly collecting solutions on the network. The crowdsourcing system that provides task completion and solution reuse facilitates human life and promotes economic development. With the rise of blockchain technology, it is possible to design and implement a decentralized crowdsourcing scheme. However, due to the nature of data sharing on the blockchain, there are many challenges in the blockchain-based crowdsourcing scheme. In this paper, we first classify the required properties of blockchain-based decentralized crowdsourcing scheme including fairness, reusability and integrity. And then we propose a novel blockchain-based secure crowdsourcing scheme to support solution reuse using the Pedersen commitment, Paillier cryptosystem, secure hash function and Diffie-Hellman key exchange. The security analysis shows that our scheme satisfies the above requirements. Finally, we simulated the crowdsourcing task that may exist in the real world and evaluated the experimental results. © 2025 SPIE.

关键词： Blockchain Defense and security Chemical elements design Systems modeling Silicon Computer security Information security Symmetric key encryption Windows

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25th international conference on optical network design and Modelling, ONDM 2021

25th International Conference on Optical Network Design and ...

引用

25th international conference on optical network design and Modelling, ONDM 2021

ISBN: (纸本)9783903176331

The proceedings contain 49 papers. The topics discussed include: usage of a graph neural network for large-scale network performance evaluation;multi-band provisioning in dynamic elastic optical networks: a comparative study of a heuristic and a deep reinforcement learning approach;efficient resource allocation scheme in multi-user LiFi networks based on angle oriented transceiver;design and performance evaluation of resilient optical path networks that adopt spatially-jointed flexible waveband routing;spectrum defragmentation with improved lightpath migration scheme in flex-grid networks;deploying PolKA source routing in p4 switches;performance of PON dynamic bandwidth allocation algorithm for meeting xHaul transport requirements;and parameter optimization for ultra-wideband optical networks in the presence of stimulated Raman scattering effect.

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