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检索条件"任意字段=Conference on Algorithms and Systems for Optical Information Processing V"

共 4336 条记录，以下是31-40 订阅

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Design of photovoltaic radio energy transmission system based on NSGA-II

Design of photovoltaic radio energy transmission system base...

引用

2024 International conference on Signal processing and Communication Security, ICSPCS 2024

作者： Zhou, Jiacheng Ma, Jun Wang, Hongxiang Chen, Bohang Institute of Computer Science Qinghai Normal University Qinghai China Institute of Physics and Electronic Information Engineering Qinghai Normal University Xining Qinghai China

ISBN: (纸本)9781510681699

In order to efficiently apply Wireless Power Transfer (WPT) technology in photovoltaic (Pv) systems, mathematical modeling and mechanism analysis of Magnetic Coupling Resonant Wireless Power Transfer (MCR-WPT) systems were conducted. By employing the multi-objective genetic algorithm (NSGA-II) and an adjustable coupling distance LCC-S topology, the reliability of power supply was ensured. The results demonstrate stable charging efficiency, strong adaptability, and high potential for widespread application. © 2024 SPIE.

关键词： Genetic algorithms

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Analysis on Different Optimization Methods, Applications, and Categories of optical Fiber Networks: A Review

Analysis on Different Optimization Methods, Applications, an...

引用

2023 International conference on Intelligent Data Communication Technologies and Internet of Things, IDCIoT 2023

作者： Dubey, Arjun Singh, Harmeet Kaur, Simarpreet Chandigarh University Department of Ece Punjab Mohali India

ISBN: (纸本)9781665474511

OFs (optical Fibers) are broadly used for information broadcast systems due to their extensive information-carrying capability and dielectric environment. The OFs network architectures that use several WLs (wavelengths) per OFs connect thousands of users in central, urban, or large-scale applications with a wide range of transmission speeds and capabilities. This article defines a detailed introduction to optical fiber networks and general phases of communication of OF (optical Fiber) procedure. The taxonomy may be based on optical fibers such as;(i) Structure, (ii) number of modes, (iii) refractive index profile, (iv) dispersion, (v) signal processing capacity (vi) Polarization. After that, it explains the merits and demerits of optical fiber networks. They studied optical wireless communications applications such as SMs (shopping malls), UW (underwater), industries, etc. Several analyses with different optimization methods such as Genetic Algorithm (GA), Ant Colony Optimization (ACO), and Particle-Swarm Optimization (PSO) algorithms. An effective resource-allocation method is required to reduce the issue of EE (energy-efficiency) and improve the presentation of quality-of-services of the ONs (optical Networks). © 2023 IEEE.

关键词： Genetic algorithms

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v-PETL Bench: A Unified visual Parameter-Efficient Transfer Learning Benchmark 38

V-PETL Bench: A Unified Visual Parameter-Efficient Transfer ...

引用

38th conference on Neural information processing systems, NeurIPS 2024

作者： Xin, Yi Luo, Siqi Liu, Xuyang Du, Yuntao Zhou, Haodi Cheng, Xinyu Lee, Christina Du, Junlong Wang, Haozhe Chen, Mingcai Liu, Ting Hu, Guimin Wan, Zhongwei Zhang, Rongchao Li, Aoxue Yi, Mingyang Liu, Xiaohong State Key Laboratory for Novel Software Technology Nanjing University China Shanghai Jiao Tong University China Sichuan University China BIGAI China MIT United States Cerebras United States Tencent China Hong Kong University of Science and Technology Hong Kong NUDT China University of Copenhagen Denmark Ohio State University United States Peking University China Huawei Noah's Ark Lab Canada Renmin University of China China

Parameter-efficient transfer learning (PETL) methods show promise in adapting a pre-trained model to various downstream tasks while training only a few parameters. In the computer vision (Cv) domain, numerous PETL algorithms have been proposed, but their direct employment or comparison remains inconvenient. To address this challenge, we construct a Unified visual PETL Benchmark (v-PETL Bench) for the Cv domain by selecting 30 diverse, challenging, and comprehensive datasets from image recognition, video action recognition, and dense prediction tasks. On these datasets, we systematically evaluate 25 dominant PETL algorithms and open-source a modular and extensible codebase for fair evaluation of these algorithms. v-PETL Bench runs on NvIDIA A800 GPUs and requires approximately 310 GPU days. We release all the benchmark, making it more efficient and friendly to researchers. Additionally, v-PETL Bench will be continuously updated for new PETL algorithms and Cv tasks. © 2024 Neural information processing systems foundation. All rights reserved.

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The Complex Representation of an Audio Signal in Tasks of its Analysis and processing

The Complex Representation of an Audio Signal in Tasks of it...

引用

2024 systems of Signals Generating and processing in the Field of on Board Communications, SOSG 2024

作者： Popov, O.B. Chernysheva, T.v. volchkov, D.A. Sapronov, P.S. Orlov, K.v. Moscow Technical University of Communications and Informatics Moscow Russia

ISBN: (纸本)9798350383614

The existing algorithms for compact representation and analysis of audio signals have reached a high level of development. Further advancement is possible by using the complex representation of the signal, which requires the formation of an orthogonal signal from the original signal with high accuracy. The algorithm proposed below allows reducing the conversion error to the magnitude of 10^-5. The complex representation of the signal enables the evaluation of its properties that are important for subjective assessment by the listener and facilitates non-inertial signal level processing. Examples of original measurement and processing algorithms are provided. ©2024 IEEE.

关键词： Signal to noise ratio

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Research and Correction of Distortions when Changing the Sampling Frequency in the Range of Transmitted Levels

Research and Correction of Distortions when Changing the Sam...

引用

2024 systems of Signal Synchronization, Generating and processing in Telecommunications, SYNCHROINFO 2024

作者： Popov, O.B. Chernysheva, T.v. volchkov, D.A. Orlov, K.v. Moscow Technical University of Communications and Informatics Moscow Russia

ISBN: (纸本)9798350373448

The problem of changes in the sound broadcast signal when changing the sampling frequency has become more acute with an increase in the quality of the formation and transmission of the sound broadcast signal. algorithms for changing the sampling frequency ensured ideal quality when converting a test sinusoidal signal and large errors when converting a real signal. Conversion distortions depend on the signal level, which is not always taken into account when assessing them. The purpose of this work is to study distortions in sampling frequency conversion over the entire range of transmitted levels and use developed algorithms for level compression and changing the sampling frequency to reduce these distortions. It is shown that using the developed algorithms it is possible to reduce the distortions of existing and developed algorithms © 2024 IEEE.

关键词： Signal sampling

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A Novel Environment Reconstruction Method based on Distributed NLOS Signals 16

A Novel Environment Reconstruction Method based on Distribut...

引用

16th International conference on Signal processing systems, ICSPS 2024

作者： Yu, Fangrui Li, Junlin Xie, Wei Zhang, Kehao Wan, Qun School of Information and Communication Engineering Nation Key Laboratory on Blind Signal Processing University of Electronic Science and Technology of China Sichuan Chengdu611731 China

ISBN: (纸本)9781510689251

Integrated Sensing and Communication (ISAC) is a rapidly evolving field with extensive application prospects. Environmental reconstruction (ER) is an important content of ISAC. Existing ER techniques often require large sample sizes or specific signals, which significantly limit their application. User Equipments (UEs) widely distributed in the environment and their communication signals provide an adequate measurement basis. However, there are challenges in utilizing communication signals due to limited research, and difficulties in identifying and extracting Non-Line-of-Sight (NLOS) signals. This paper proposes a distributed ER algorithm based on Angle of Arrival (AOA) and Time of Flight (TOF) information of NLOS signals, enabling identification and utilization of various order NLOS signals under complex NLOS conditions. A series of simulation delays validate the effectiveness of the proposed method. © 2025 SPIE.

关键词： Non line of sight propagation Reflection Reconstruction algorithms Mirror pointing Signal processing Environmental sensing Wireless communications

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Machine Learning for Signal processing: Kernel-extreme Learning Machines with Augmented Complex-valued and Mixture Correntropy Techniques 16

Machine Learning for Signal Processing: Kernel-extreme Learn...

引用

16th International conference on Signal processing systems, ICSPS 2024

作者： Lin, Bingqing Wang, Yan Guan, Yunhe Qian, Guobing College of Electronic and Information Engineering Southwest University Chongqing400715 China

ISBN: (纸本)9781510689251

In this paper, we propose novel machine learning algorithms for signal processing applications based on kernel-extreme learning machines (KELM) and its variants. Specifically, we focus on the use of complex domain and mixture correntropy techniques to enhance the performance and generalization ability of KELM. Two models are derived by augmenting a complex-valued extreme learning machine with kernel functions, minimizing human intervention while enhancing accuracy. Furthermore, we extend the mixture correntropy-based kernel extreme learning machine (MCKELM) to complex domains, resulting in the MCKCELM algorithm, capable of solving prediction problems in complex domains. To further improve the performance of MCKCELM, we apply an augmented matrix to derive two variant models, and demonstrate their convergence through experiments. All models presented in this paper are regularized models specifically designed for signal processing tasks. © 2025 SPIE.

关键词： Adversarial machine learning

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Application of artificial intelligence algorithm model in fault diagnosis of interactive information 6

Application of artificial intelligence algorithm model in fa...

引用

6th International conference on Image, video processing, and Artificial Intelligence, IvPAI 2024

作者： Jin, Hulin Jin, Zhiran Kim, Yong-Guk International Institute of Engineering Psychology DenverCO80202 United States Foothill Preparatory School Temple CityCA91780 United States Department of Computer Engineering Sejong University Seoul05006 Korea Republic of

ISBN: (纸本)9781510681781

Interactive information fault diagnosis technology is a new type of fault diagnosis technology which is integrated by information fusion, artificial intelligence, computer science and other disciplines. It can extract interactive information data of equipment in real time, analyze the characteristics of fault information, and then find the change and trend of equipment operating status. However, there are still some shortcomings in the practical application of this technology, for example, it is difficult to deal with a large number of complex interactive information data, and it is difficult to carry out effective fault diagnosis. Therefore, an intelligent fault diagnosis method with improved grey relational degree is proposed in this paper. This method can effectively extract the interactive information feature data of the equipment, and carry out the correlation analysis of the fault feature data through the grey correlation analysis algorithm, which provides a new idea for the fault diagnosis of the equipment. © 2024 SPIE.

关键词： Correlation coefficients Evolutionary algorithms Matrices Artificial intelligence Fuzzy logic algorithms Data processing Algorithm development Feature extraction Intelligence systems

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Design and research of electric vehicle DC charging pile monitoring system based on LabvIEW 3

Design and research of electric vehicle DC charging pile mon...

引用

3rd International conference on Electronic information Engineering and Data processing, EIEDP 2024

作者： Yang, Aihua Fang, Tianke Serrano, Elcid A. Chi, Yusen Liu, Fucai Chen, Zhenxiang School of Information Technology Mapua University Manila Philippines School of Information Media Zhangzhou Vocational College of Science and Technology Fujian Zhangzhou China School of Computing and Information Engineering Xiamen University of Technology Fujian Xiamen China Information Technology Teaching and Research Group Fujian Economic School Fujian Fuzhou China Dean's office Zhangzhou Vocational College of Science and Technology Fujian Zhangzhou China

ISBN: (纸本)9781510680531

With the rise in environmental awareness and the promotion of new energy vehicle policies, the electric vehicle (Ev) market is rapidly expanding. Direct current (DC) charging stations, as a crucial infrastructure for electric vehicle charging, have made the design and optimization of their monitoring systems especially important. This study aims to design and implement an efficient and reliable DC charging station monitoring system for electric vehicles using the LabvIEW platform. The system primarily achieves real-time data collection, signal processing, State of Charge (SoC) estimation, and user interface optimization. Through Geographic information systems (GIS) and big data analysis, this study also assesses the spatial distribution and accessibility of charging stations to promote the rational layout of charging infrastructure. Experimental results show that the developed monitoring system can effectively improve charging efficiency, reduce system response time, and enhance user experience. Moreover, system performance is further improved through optimization using genetic algorithms and simulated annealing algorithms. The research results provide technical support and practical guidance for the development of electric vehicle charging infrastructure, playing a significant role in promoting the sustainable development of the electric vehicle industry. © 2024 SPIE.

关键词： Genetic algorithms

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Design of PMCW Millimeter Wave Radar algorithms on an Embedded DSP 16

Design of PMCW Millimeter Wave Radar Algorithms on an Embedd...

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16th International conference on Signal processing systems, ICSPS 2024

作者： Zhao, Jinghao Liu, Qiuming Tan, Bin School of Software engineering Jiangxi University of Science and Technology Nanchang China Nanchang Key laboratory of Virtual Digital Factory and Cultural Communications Nanchang China Jiangxi Provincial Key Laboratory of Electronic Data Control and Forensics China School of Electronics and Information Engineering Jinggangshan University Ji’an China

ISBN: (纸本)9781510689251

The rapid advancements in autonomous driving technology necessitate the extensive deployment of automotive radars operating within the 77-81 GHz millimeter-wave band in the forthcoming years. In contrast to earlier Frequency Modulated Continuous Wave (FMCW) radars, Phase-Modulated Continuous Wave (PMCW) radars exhibit notable improvements in processing speed and flexibility, offering superior range and velocity resolution. These enhancements are critical for the precise detection and interpretation of dynamic and complex traffic scenarios. This paper initially presents the simulation and testing of algorithms for range and speed measurement using single-input single-output (SISO) PMCW millimeter-wave radar. Building upon these results, further simulations incorporating multi-input multi-output (MIMO) systems utilizing Hadamard codes are conducted to augment PMCW radar performance. The final phase of this study involves implementing the relevant signal processing algorithms on a custom-developed digital signal processor (DSP) named SWIFT. Experimental findings demonstrate that PMCW radar significantly mitigates multipath effects and clutter, maintaining high performance in complex environments. Furthermore, the algorithms executed on the DSP meet the anticipated performance standards. The proposed methodology not only validates the theoretical framework but also establishes a foundation for future hardware implementation. © 2025 SPIE.

关键词： Automotive radar

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