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检索条件"任意字段=3rd International Conference on Signal and Data Processing, ICSDP 2023"

共 2953 条记录，以下是151-160 订阅

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Framework for Simulation Models and Algorithms in ISAC Networks 3

Framework for Simulation Models and Algorithms in ISAC Netwo...

引用

IEEE 3rd international Symposium on Joint Communications and Sensing (JC and S)

作者： Smeenk, Carsten Schneider, Christian Thomae, Reiner S. Fraunhofer Inst Integrated Circuits Wolfsmantel 33 D-91058 Erlangen Germany TU Ilmenau Inst Informat Technol Helmholtzpl 2 D-98693 Ilmenau Germany

ISBN: (纸本)9798350345681

In Integrated Sensing and Communications (ISAC), radar and communications functionalities share the same radio channel and radio resources. This sharing allows the deployment of both functionalities at a low cost without additional frequency bands and infrastructure. Because radar and communications have different radio resource requirements, new radio access and radio resource management (RRM) methods are required in a shared system. To develop and evaluate new ISAC methods, this paper presents a modular simulation framework for the system level and link level of ISAC networks. The main components of the framework are the data storage, the simulators, and the algorithms. This paper presents the framework's architecture, the integrated simulation models for channel and signal simulation, and the integrated algorithms for multiple radar target localization and data transmission.

关键词： ISAC Simulation signal processing

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DEEP-COVID-SEV: AN ENSEMBLE 2D AND 3D CNN-BASED APPROACH FOR COVID-19 SEVERITY PREDICTION FROM 3D CT-SCANS

DEEP-COVID-SEV: AN ENSEMBLE 2D AND 3D CNN-BASED APPROACH FOR...

引用

IEEE international conference on Acoustics, Speech, and signal processing (ICASSP)

作者： Bougourzi, Fares Dornaika, Fadi Nakib, Amir Distante, Cosimo Taleb-Ahmed, Abdelmalik Univ Paris Est Creteil Lab LISSI F-94400 Paris France Univ Basque Country Basque Fdn Sci Ikerbasque Bilbao Spain Natl Res Council Italy I-73100 Lecce Italy Univ Polytech Hauts France UPHF CNRS IEMNUMR 8520 Valenciennes France

ISBN: (纸本)9798350302615

Since the advent of Covid-19 in late 2019, medical image analysis with artificial intelligence (AI) has become an important research topic. CT-scan imaging is an important diagnostic tool for this disease. This study is part of the 3rd COV19D competition for Covid-19 Severity Prediction, where we aim to close the significant gap between validation and testing results of the previous competition. To achieve this, we proposed two methods based on 2D and 3D CNN, respectively. Our 2D-CNN approach, called 2B-InceptResnet, includes two paths for segmented lungs and for infection of all slices of the input CT-scan, respectively. Each path contains a ConvLayer and an Inception-ResNet model pre-trained on ImageNet. In contrast, our 3D-CNN approach, known as Hybrid-DeCoVNet, consists of four blocks: Stem, four 3D-ResNet layers, classification head, and decision layer. Decision-based ensemble models are also created using these two proposed solutions with six training subsets. Our proposed approaches outperformed the baseline approach by 36% in the validation data of the 3rd COV19D competition for predicting the severity of Covid-19. In addition, our approach ranked second in the testing phase with an improvement of 14% compared to the baseline approach. These promising results demonstrate the potential of our novel method to improve the diagnosis and prognosis of Covid-19, which could contribute to the development of better treatment strategies and ultimately save lives.

关键词： Covid-19 Deep Leaning CNN Recognition Severity

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Research and Design of Cloud-Based Digital Three-Dimensional Scanning System for Denture Digitization 3

Research and Design of Cloud-Based Digital Three-Dimensional...

引用

2023 IEEE 3rd international conference on data Science and Computer Application, ICDSCA 2023

作者： Wu, Bangyuan Wuxi Boston International School Wuxi China

ISBN: (纸本)9798350341546

This study delves into the design of a cloud-based digital three-dimensional scanning system for denture digitization. Addressing the requirements of digital denture manufacturing, this article presents a multi-tiered system architecture comprising a user interface, cloud servers, data transmission module, data processing module, and data storage module. Through this system, patients can upload oral model scanning data via the user interface, achieving precise three-dimensional reconstruction and personalized denture design facilitated by cloud server processing and storage. The article also outlines data transmission protocols and security measures, ensuring secure data transmission and privacy protection. Employing a comprehensive array of techniques, including data encryption, end-to-end encryption, data anonymization, and access control, the system safeguards patient privacy and sensitive data. This design furnishes patients with enhanced denture solutions while providing medical professionals with an efficient platform for data sharing and collaboration. © 2023 IEEE.

关键词： Cloud computing technology data transmission denture manufacturing three-dimensional scanning system

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Research on Real-Time Information Exchange Strategy of Large data Volume Based on Internet of Things 3

Research on Real-Time Information Exchange Strategy of Large...

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3rd international conference on Digital data processing, DDP 2023

作者： Hu, Jiangwei Shandong Polytechnic College Jining ShanDong272067 China

ISBN: (纸本)9798350329018

Research purpose and significance: To study the real-time information exchange strategy of the Internet of Things with large data volume to provide a reference for better display of the value of the Internet of Things. Research methods: This paper summarizes the real-time information exchange of large data volume in the Internet of Things and seeks the existing problems in the real-time information exchange of large data volume in the Internet of Things to provide path support for promoting the real-time information exchange of large data volume in the Internet of things. Research process: Through big data analysis in the Internet of Things, the differences between the Internet and the traditional Internet are compared, and the informationization and data-based technical support are finally provided in the big data storage. Research results: The data interaction method and system-making method based on the Internet of Things have a direct impact on its exchange strategy, will further affect our lives, and will have higher quality and faster information exchange value. © 2023 IEEE.

关键词： Internet of things

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data Enhancement Based on YOLOv5 Medical Surgical Glove Recognition 3

Data Enhancement Based on YOLOv5 Medical Surgical Glove Reco...

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3rd international conference on Electronic Information Engineering and Computer, EIECT 2023

作者： Fu, Xu Jiao, Huimin Song, Lizhi Liu, Xiaoqing Beijing Institute of Graphic Communication Department of Mechanical and Electrical Engineering Beijing China

ISBN: (纸本)9798350357707

The re-installation of the camera leads to the problem of rotating the photos collected previously during the process of medical surgical gloves recognition. This paper rotates, translates, stratifies, inverts and other processing methods to enhance the number of data sets. The experiment adopted YOLOv5 is conducted by training the original data and the enhanced data and testing the different sets. After comparing the recognized results, it is shown that the enhanced method is useful for the enhanced data sets and the system accuracy is improved obviously. © 2023 IEEE.

关键词： Palmprint recognition

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Analysis of Acoustic signal in Switchgear Based on VMD Decomposition Algorithm 3

Analysis of Acoustic Signal in Switchgear Based on VMD Decom...

引用

3rd IEEE international conference on Power, Electronics and Computer Applications, ICPECA 2023

作者： Ying, Yan Hao, Cao Tao, Huang Cai, Wei State Grid Laboratory of Electric Equipment Noise and Vibration Research Hunan Electric Power Corporation Changsha China State Grid Hunan Electric Power Co. Ltd Loudi Power Supply Branch Loudi417000 China

ISBN: (纸本)9781665472784

The switchgear acoustic signal collected in the field environment is usually non-stationary and nonlinear, with a complex composition, mainly composed of noise, effective sound vibration waveform and harmonic superposition. At the same time, due to the weak energy of the fault feature signal, it is often submerged by the noise, and it is difficult to find and extract the fault signal with periodic and shock characteristics. This paper presents an acoustic vibration signal analysis method based on variational mode decomposition (VMD) to decompose the raw data into narrow-band eigenmode functions to mine fault information. Practical tests show that this method works well. © 2023 IEEE.

关键词： Variational mode decomposition

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Utilizing Semantic Transformation in Event Streams 3

Utilizing Semantic Transformation in Event Streams

引用

3rd international conference on Advanced Enterprise Information System (AEIS)

作者： Reimer, Tim Univ Calgary Dept Elect & Software Engn Calgary AB Canada

ISBN: (纸本)9798350359268

Semantic transformation is a necessary requirement in the exchange of messages between heterogenous applications. With the increase in applied sensor technologies, stream processing architectures have emerged as a critical processing capability for enterprises. This paper provides a discussion on two different stream architecture styles. The first is the publish and subscribe pattern and the second is the stream process. In both cases, a solution is presented and evaluated to integrate semantic data transformation so that downstream applications can provide analytics beyond the original sensor IDs and their measurements.

关键词： event streaming event processing semantic transformation pub/sub pattern IoT streaming data pipelines semantic routing event brokers stream processors sensors semantic transformation patterns

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Small-signal Modeling of Single-Pulse-Operated Switched Reluctance Generator and Its Verification 3

Small-Signal Modeling of Single-Pulse-Operated Switched Relu...

引用

3rd IEEE international conference on Sustainable Energy and Future Electric Transportation, SeFet 2023

作者： Ahmad, Syed Shahjahan Verma, Anupam Narayanan, G. Indian Institute of Science Department of Electrical Engineering Bangalore India

ISBN: (纸本)9798350319972

This paper proposes a small-signal model of single-pulse-operated switched reluctance generator (SRG). The small-signal model consists of mathematical expressions of the partial derivative of per-phase average dc-bus current with respect to control angles. The proposed partial derivatives are determined online using measured/simulated phase current and dc-bus voltage. During a simulation or an experiment, these partial derivatives are not directly measurable quantities;therefore, for the purpose of validation, a method to determine these partial derivatives (in post-processing) is also presented. Using this method, the proposed small-signal model is validated at several values of control angles through simulations and experiments. © 2023 IEEE.

关键词： Synchronous generators

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Application of Virtual Reality Technology in 3D Landscape Design Simulation System 3

Application of Virtual Reality Technology in 3D Landscape De...

引用

3rd international conference on Digital data processing, DDP 2023

作者： Qiao, Mu Sun, Hao Xi'an Academy of Fine Arts Department of Architecture and Environmental Art Shaanxi Xi'an710065 China

ISBN: (纸本)9798350329018

At this stage, although CAD software has had its advantages in 2D drafting, it has been unable to represent 3D models completely. The simulation system is devised by designing the three-dimensional landscape of the virtual reality technology, and the use of object-oriented parametric three-dimensional book body modelling can show the design scene in real-time. In this paper, the principles and implementation of system computing were introduced, and the OPenGI algorithm technology was described. Then, after applying the local algorithm, the whole function was further elaborated, and the simulation process of the professional module was discussed in detail. Finally, the validity of the system was verified by engineering examples. It is proved that the system design is effective. © 2023 IEEE.

关键词： Virtual reality

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Maneuvering Target Tracking with Modified IMM Algorithm Based on Array Radars 3

Maneuvering Target Tracking with Modified IMM Algorithm Base...

引用

3rd international conference on Frontiers of Electronics, Information and Computation Technologies, ICFEICT 2023

作者： Zhang, Jiaqi Zeng, Cao Wang, Haotian Shi, Jing Xidian University National Key Laboratory of Radar Signal Processing Shanxi Xian710071 China

ISBN: (纸本)9798350302356

Maneuvering target detection and tracking encounter great challenges due to the large measurement error. The characteristics of accurate measurement and different perspectives by array radar and Bistatic radar are used to obtain accurate measurement. To this end, the precise radial-velocity information from bistatic array radar is introduced, and then, we propose a modified interacting multiple model algorithm to improve the tracking accuracy. Simulation results show that the proposed algorithm is superior to traditional tracking algorithms in non-linear scenarios. © 2023 IEEE.

关键词： Target tracking

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