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检索条件"机构=Aeronautics Computing Technology"

共 483 条记录，以下是1-10 订阅

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Research on Distributed Service Governance Framework Based on Embedded System 7th

Research on Distributed Service Governance Framework Based o...

引用

7th China Aeronautical Science and technology Conference, CASTC 2024

作者： Qi, Ge Liu, Yukun Ren, Xiaoyu Aeronautics Computing Technology Research Institute Xi’an China

ISBN: (纸本)9789819797646

In order to improve the portability and scalability of embedded software applications and reduce the cost of software development, this paper designs and implements a distributed service governance framework for embedded environment. Based on the characteristics of embedded software development, the software is redefined as a service and deployed on the operating system. The framework consists of three parts: service layer, lifecycle layer and module layer. The service layer provides service registration and parsing capability, the lifecycle layer realizes service lifecycle management, and the module layer provides service encapsulation ability. And the service management center is designed to realize the function of remote deployment and dynamic reconfiguration of services. Finally, the correctness and feasibility of the framework are verified through experiments. © Chinese Society of aeronautics and Astronautics 2025.

关键词： Embedded software

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Data Distribution Algorithms in Distributed File Systems 24

Data Distribution Algorithms in Distributed File Systems

引用

2024 International Conference on Big Data and Digital Management, ICBDDM 2024

作者： Zuo, Xinyu Hu, Ning Zhang, Peng Yuan, Zelan Zhao, Yao ACTRI: Aeronautics Computing Technology Research Institute China

ISBN: (纸本)9798400710278

With the continuous growth of massive data, it becomes more and more important to effectively manage and store data in distributed file system. Data distribution is one of the key problems. This paper introduces the concept of distributed file system and the importance of data distribution, and studies the data distribution algorithm, which is divided into static and dynamic two categories. Static data data distribution methods are usually classified according to the location or attributes of data, including spatial partition, data attribute and data access mode. Dynamic data distribution methods manage data based on real-time load conditions to achieve optimal system performance, including dynamic load balancing, traffic aware data placement and preference learning. In addition, the paper also discusses the system architecture and data distribution mode of several typical distributed file systems such as HDFS, Ceph and GlusterFS. Finally, the paper summarizes the data distribution algorithm of distributed file system and puts forward the understanding of its future development. © 2024 Copyright held by the owner/author(s).

关键词： File organization

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A Review of Research on CoAP Congestion Control Algorithms 24

A Review of Research on CoAP Congestion Control Algorithms

引用

4th International Conference on Signal Processing and Communication technology, SPCT 2024

作者： Wang, Yuanchao Wu, Na Zhang, Yang Li, Yahui Aeronautics Computing Technology Research Institute Shaanxi Xi’an China

ISBN: (纸本)9798400710636

The constrained application protocol CoAP is an IoT communication protocol proposed by the CoRE working group of IETF. It is widely used in the IoT field due to its features such as lightweight, low power consumption, support for IP multicast and RESTful architecture. However, IoT devices are often used in network environments with high packet loss rates and high latency, and the limited processing capability of the devices themselves is highly susceptible to packet loss, which may lead to network congestion, thus affecting the data transmission efficiency and network stability. Therefore, it is of great significance to study the CoAP congestion control algorithm to ensure network performance and service quality. Firstly, provide an introduction to the CoAP protocol model and its congestion control mechanisms. Secondly, there are mainly two types of CoAP congestion control algorithm research at present: those based on the improvement of CoCoA and other CoAP congestion control algorithms. Analyze the principles, advantages and disadvantages of each algorithm. Lastly, look forward to future research directions in CoAP congestion control algorithms. © 2024 Copyright held by the owner/author(s).

关键词： Packet loss

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Fault diagnosis method for embedded electromechanical systems based on 1DCNN-BiGRU 3

Fault diagnosis method for embedded electromechanical system...

引用

3rd International Conference on Electronic Information Engineering, Big Data, and Computer technology, EIBDCT 2024

作者： Yan, Tanbao Wu, Jiayu Liu, Zehua Zhao, Yixuan Aeronautics Computing Technology Research Institute Xi'an China

ISBN: (纸本)9781510680449

Due to the nonlinear and uncertain characteristics of aerospace electromechanical systems, the temporal information is challenging to fully exploit during the fault diagnosis process. In order to address this issue and further enhance the accuracy of fault diagnosis models, this paper proposes a fault diagnosis approach that integrates a One-Dimensional Convolutional Neural Network (1D-CNN) with Bidirectional Gated Recurrent Unit (Bi-GRU). Initially, a sliding time window method is employed to prepare samples from the raw data as input for the 1D-CNN. Subsequently, the features extracted from the convolutional and pooling layers are fed into the Bi-GRU, and the diagnostic results are output through a fully connected layer. Finally, the algorithm model is embedded and deployed in the Xilinx Zynq 7Z100 environment. The proposed algorithm is validated, and the algorithm model undergoes optimization using the High Level Synthesis (HLS) tool to demonstrate the feasibility and necessity of model optimization. © COPYRIGHT SPIE. Downloading of the abstract is permitted for personal use only.

关键词： Failure analysis

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DropNet: a drop-based multiview recognition network for 3D model recognition 3

DropNet: a drop-based multiview recognition network for 3D m...

引用

3rd International Conference on Electronic Information Engineering, Big Data, and Computer technology, EIBDCT 2024

作者： Liu, Zehua Zhang, Yuyao Yan, Tanbao Sun, Lixin Aeronautics Computing Technology Research Institute Xi'an China

ISBN: (纸本)9781510680449

Methods for recognizing 3D models from multiple views have shown remarkable performance in 3D model recognition. The primary challenge faced by these methods is integrating features from multiple views into a single, highly descriptive 3D shape descriptor. This paper proposes a Drop-based Multi-view Recognition Network (DropNet) for accurate recognition of multiple views of 3D models. The proposed DropNet first extracts multi-view features using a backbone network, and then randomly discards individual view features through the DropView module, which makes the number of view combinations that can be learned by the network grow at the level of combinatorial numbers, which can effectively improve the network's ability to recognize multi-views, and at the same time, improve the robustness of the network. Subsequently, the remaining view feature values are randomly discarded by the DropPoint module, which further enhances the robustness of the network and effectively prevents overfitting. The experimental results on benchmark datasets show that the DropNet outperforms several recent approaches in terms of multi-view recognition performance. © COPYRIGHT SPIE. Downloading of the abstract is permitted for personal use only.

关键词： Drops

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Design and implementation of functional components in embedded environments 3

Design and implementation of functional components in embedd...

引用

3rd International Conference on Electronic Information Engineering, Big Data, and Computer technology, EIBDCT 2024

作者： Liu, Yukun Lv, Guangzhe Wang, Yifan Aeronautics Computing Technology Research Institute Xi'an China

ISBN: (纸本)9781510680449

In order to realize a distributed service governance system based on OSGi(Open Service Gateway Initiative) in embedded environment, this paper rewrites and extends the ideas of OSGi framework in module layer, life cycle layer and service layer in Java domain, and verifies them. The main research contents are service encapsulation method, service registration method, service search method and service state management method. Through the above research, distributed service governance system is realized in embedded environment. The system realizes the distributed requirements, and retains the advantages of service standardization, scalability and portability in OSGi. © COPYRIGHT SPIE. Downloading of the abstract is permitted for personal use only.

关键词： Life cycle

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Design and Implementation of Single Image Rain Removal System Based on Deep Learning 5

Design and Implementation of Single Image Rain Removal Syste...

引用

5th International Seminar on Artificial Intelligence, Networking and Information technology, AINIT 2024

作者： Yuan, Zelan Zhao, Yao Wang, Yuyan Zuo, Xinyu Aeronautics Computing Technology Research Institute Xi'an China

ISBN: (纸本)9798350385557

Image enhancement is one of the research hotspots in the field of computer vision, and common image enhancement problems include denoising, rain removal, fog removal, and so on. The images collected during rainy weather may have issues such as blurred background and loss of details. This article focuses on the design and implementation of an image rain removal system. Compared to video based rain removal, single image rain removal faces difficulties due to the lack of richer reference information in terms of time and space. At the same time, the image rain removal model faces difficulties in understanding and applying the model in practical applications, and lacks an application platform that can be directly used. Therefore, this article studies existing representative deep learning based image rain removal methods and designs a single image rain removal system based on relevant algorithms. © 2024 IEEE.

关键词： Image enhancement

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A Review of Key Technologies for Time-Series Data Storage in Embedded Environments 5

A Review of Key Technologies for Time-Series Data Storage in...

引用

5th International Conference on Big Data and Artificial Intelligence and Software Engineering, ICBASE 2024

作者： Yuan, Zelan Ren, Dewang Zhao, Yao Wang, Yuyan Aeronautics Computing Technology Research Institute Xi'an China

ISBN: (纸本)9798331506612

This article delves into the key technologies for time-series data storage in embedded environments. Time-series data, arranged in chronological order, is crucial for various applications such as IoT, finance, and industrial monitoring. Time Series Databases (TSDBs) excel in managing large-scale, high-frequency time-series data, leveraging column-store storage and partitioning techniques for efficient data compression and accelerated query speeds. However, deploying TSDBs in embedded systems poses challenges due to resource constraints, real-time requirements, and low power consumption needs. The article analyzes existing TSDB data models and data structures, focusing on cost-effective historical data storage and handling out-of-order data to reduce storage space and conserve computational resources. It highlights the challenges for adapting TSDBs to embedded environments. © 2024 IEEE.

关键词： Data assimilation

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The Design of a computing Platform Architecture for Collaborative Task Processing in Avionics System 7th

The Design of a Computing Platform Architecture for Collabor...

引用

7th China Aeronautical Science and technology Conference, CASTC 2024

作者： Lu, Chenxin Xie, Jianchun Liu, Zuolong Xi’an Aeronautics Computing Technique Research Institute AVIC Xi’an China Key Laboratory of Science and Technology on Airborne and Missileborne Computer Xi’an China

ISBN: (纸本)9789819797738

With the rapid development and application of the concept of multi-aircraft coordinated operations, there are higher requirements for the performance of airborne computing platforms in processing multi-aircraft coordinated tasks. In this study, we have examined the architecture and computing mode of airborne computing platforms in distributed coordinated application scenarios. We have optimized traditional airborne embedded computer architecture, integrated cloud-edge computing technology and heterogeneous parallel computing technology to enhance the performance of airborne computing platforms. We proposes a multi-level heterogeneous distributed collaborative computing platform architecture. The hardware provides modular computing units, while the software implements distributed collaborative resource management and task management mechanisms, along with a unified high-speed network. Additionally, to meet real-time processing requirements for massive data in coordinated task scenarios, we propose a high-throughput computing mode based on the defined platform architecture to ensure task execution throughput through massively parallel acceleration arrays. By integrating the proposed distributed computing architecture with the high throughput computing model, we have developed an integrated airborne distributed collaborative computing platform. In conclusion, we have conducted an analysis of the application of this platform in typical task scenarios of formation coordinated combat. © Chinese Society of aeronautics and Astronautics 2025.

关键词： HIgh speed networks

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Design and Implementation of Indirect Lightning Protection for Airborne Electronic Equipment 18th

Design and Implementation of Indirect Lightning Protection f...

引用

18th Annual Conference of China Electrotechnical Society, ACCES 2023

作者： He, Zhifei Li, Xinyao Dong, Kai Aeronautics Computing Technology Research Institute Xian710076 China

ISBN: (纸本)9789819710713

Airborne electronic devices are susceptible to lightning attacks during aerial operation, which can affect signal transmission and collection, and even lead to damage to airborne electronic devices, affecting flight safety. In response to the issue of airborne electronic equipment being susceptible to indirect lightning interference or even damage, indirect lightning protection is designed and implemented at the corresponding lightning test level. The protection objects include the chassis, power supply, and various interface signals. The focus is on analyzing the methods of selecting different transient suppression diodes based on the characteristics of various interface signals, aiming to improve the reliability of airborne electronic equipment. After experimental verification, a design method for indirect lightning protection of airborne electronic devices has passed rigorous lightning tests and meets the requirements of lightning protection. It can effectively protect the back-end circuit and provide reference for indirect lightning protection design of other airborne electronic devices. © Beijing Paike Culture Commu. Co., Ltd. 2024.

关键词： Antennas

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