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Research on Integrated Lightweight 5GC Test 9

Research on Integrated Lightweight 5GC Test

引用

9th international conference on intelligent Computing and signal processing, ICSP 2024

作者： Zhang, Aihua Wang, Peng Lin, Guoqiang China Telecom Co. Ltd. Research Institute Cloud Network Evaluation Center GD Guangzhou510630 China

ISBN: (纸本)9798350376548

With the popularization of 5G technology, the development of 5G private networks has made rapid progress in various industries, becoming one of the fastest-growing business areas for operators' revenue. Integrated lightweight 5GC products are among the most important components. This article introduces the testing work of lightweight 5GC devices from different telecommunications equipment vendors. First, it introduces the deployment mode of integrated machines, the 5G core network protocols, and service processes involved in testing. Then, it elaborates on the functional and security testing conducted in the laboratory, including testing environments, test cases, and encountered issues during testing. Based on testing experience, relevant suggestions are proposed for future standardized and scaled testing. Finally, the deployment methods of lightweight 5GC devices in communication network architecture are introduced. © 2024 ieee.

关键词： 5G mobile communication systems

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Osprey Optimization Algorithm for Load Frequency Control in Renewable and Non-Renewable Energy Based Three-Area Power Generating System 4

Osprey Optimization Algorithm for Load Frequency Control in ...

引用

4th international conference on robotics, Electrical and signal processing Techniques, ICREST 2025

作者： Sagor, Abidur Rahman Fahima, Jabala Nur Sahed, Sazzad Hossain Ahmad, Shameem Hazari, Md. Rifat Parvez, Md. Shahariar Ahmed, Kazi Firoz Hassan, Mahamudul American International University-Bangladesh Faculty of Engineering Department of Electrical and Electronic Engineering Dhaka1229 Bangladesh American International University-Bangladesh Faculty of Engineering Department of Industrial and Production Engineering Dhaka1229 Bangladesh

ISBN: (纸本)9798331530938

The main objective of improving interconnected multi-area power systems in terms of automatic generation control (AGC) is making sure of reliable power production along with distribution, particularly in emergency situations. Despite technological progress, maintaining stable operation and efficient response to dynamic load changes remains a challenge. This study proposes A supplementary controller for regulating load frequency in an LFC system, aimed at improving system stability during sudden load fluctuations. The approach involves the optimal tuning of a PID controller applying the Osprey Optimization Algorithm (OOA). Consisting of three areas, a power system comprising of wind turbines, reheat thermal, and PV units, is developed to determine the optimal PID gain settings. Results show that the proposed OOA achieved rapid convergence, reaching optimal parameters by the 11th iteration, and provided a very low ITAE value of 0.07142. © 2025 ieee.

关键词： Windmill

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Increasing Order of Digital Filters of the Same Type in Robotic systems 12

Increasing Order of Digital Filters of the Same Type in Robo...

引用

12th ieee international conference on intelligent Data Acquisition and Advanced Computing systems: Technology and Applications, IDAACS 2023

作者： Sytnikov, Tykhon Sytnikov, Valerii Streltsov, Oleh Stupen, Pavlo Odessa Polytechnic National University Odessa65044 Ukraine

ISBN: (纸本)9798350358056

Considering the issues of the filter order in a signal processing channel with sensors, through the serial link of the same type filters with low order. New approach to define cutoff frequency of such link was obtained. This solution allows quickly change the order and bandwidth of bandpass filters in robotic mobile platforms with limited computing resources. Proposed using a preliminary calculation of such frequencies, depending on the number of serial links of the same type of filters. This allows quickly rebuild the sensor signal processing channel. © 2023 ieee.

关键词： AFC bandpass filters cutoff frequencies frequency-dependent components Industry 4.0-5.0 robotic systems serial link of components

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A Study of Angle of Arrival Estimation of a RF signal with FPGA Acceleration 20

A Study of Angle of Arrival Estimation of a RF Signal with F...

引用

20th ieee international Wireless Communications and Mobile Computing (ieee IWCMC) - Green and intelligent Communications

作者： Lin, Jin Feng Morehouse, Todd Montes, Charles Caushi, Erika Dudko, Artem Savage, Eric Zhou, Ruolin Univ Massachusetts Dept Elect & Comp Engn Dartmouth MA 02747 USA

ISBN: (纸本)9798350361261;9798350361278

This paper presents a comprehensive study on angle of arrival (AoA) estimation techniques for wireless communication systems. In particular, signal processing techniques including Multiple signal Classification (MUSIC) and Estimation of signal Parameters via Rotational Invariance Techniques (ESPRIT), as well as machine learning (ML) techniques such as artificial neural networks (ANNs) and convolutional neural networks (CNNs), are evaluated. The performance of these techniques is compared using both synthetic and over-the-air (OTA) test scenarios. Additionally, the impact of multipath fading on the performance of these techniques is investigated. Experimental results show that while the MUSIC algorithm exhibits superior accuracy in synthetic scenarios, it suffers from performance degradation in the presence of multipath fading. On the other hand, ML algorithms demonstrate robustness and stability under varying conditions, albeit with a slightly higher error rate compared to simulations. Furthermore, suggestions for improving the ML algorithm in OTA scenarios are discussed, including updates to the synthesis model and the incorporation of OTA samples for training.

关键词： Multiple signal classification

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Smart Adaptive Beamforming: Adaptive beamforming Based on Neural Networks 7

Smart Adaptive Beamforming: Adaptive beamforming Based on Ne...

引用

7th international conference on Networking, intelligent systems and Security, NISS 2024

作者： Rajaa, Amellal Ra Physic Department Laboratory Electronic Systems Information Processing Mechanic and Energetic Ibn Tofail Morocco

ISBN: (纸本)9798400709296

Adaptive beamforming is a technique of signal processing that can ameliorate the capacity of the wireless communication and radar systems by reconfiguring the radiation pattern and maximizing the gain of the main lobe in a direction of arrival (DOA) of desired users to minimize side lobe and reducing signal to interference-plus-noise. Adaptive algorithms Least Mean Square (LMS) operate the weight vectors of antenna array elements for beamforming by iterative process as well need to be continuously adapted to the ever-changing environment. Moreover, recursive least squares (RLS) give an advantage for fast convergence beamforming. The first phase for the smart beam former is used by direction of arrival (DoA) estimated using radial basis neural network (RBFNN). © 2024 ACM.

关键词： Direction of arrival

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Low SNR FM signal preprocessing method based on low-order cyclic statistics and WVD distribution 2

Low SNR FM signal preprocessing method based on low-order cy...

引用

2nd international conference on robotics, Artificial Intelligence and intelligent Control, RAIIC 2023

作者： Li, Jianfeng Huang, Dingkun Yan, Xiaopeng Dai, Jian Beijing Institute of Technology Science and Technology on Electromechanical Dynamic Control Laboratory School of Mechatronical Engineering Beijing100081 China

ISBN: (纸本)9798350328004

In order to solve the problem of poor noise suppression effect and long processing time of FM signal under the condition of low SNR by traditional preprocessing methods, a signal preprocessing method based on low-order cyclic statistics and WVD distribution is proposed. The method firstly calculates the cyclic mean value of incoming wave signal, and then transforms the incoming wave signal domain through IFFT algorithm with variable points. Finally, the time-frequency ridge of the FM signal is obtained by WVD time-frequency analysis, and the binary image transformation is carried out. Through simulation analysis, the time-frequency preprocessing method proposed in this paper can greatly reduce the calculation amount and improve the real-time performance while retaining the accuracy of time-frequency features, and provide effective support for subsequent sorting identification and parameter estimation. © 2023 ieee.

关键词： Binary images

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Optimal Sizing of Autonomous Microgrid Using Osprey Optimization Algorithm 4

Optimal Sizing of Autonomous Microgrid Using Osprey Optimiza...

引用

4th international conference on robotics, Electrical and signal processing Techniques, ICREST 2025

作者： Sagor, Abidur Rahman Ahmad, Shameem Ahmed, Abir Hazari, Rifat Jahan, Effat Hossain, Chowdhury Akram Ogliari, Emanuele Mannan, Mohammad Abdul American International University-Bangladesh Faculty of Engineering Department of Electrical and Electronic Engineering Dhaka1229 Bangladesh American International University-Bangladesh Faculty of Engineering Department of Computer Engineering Dhaka1229 Bangladesh Politecnico di Milano Department of Energy Milano20156 Italy

ISBN: (纸本)9798331530938

This paper proposes an optimal size for an autonomous microgrid to satisfy the electrical load demand. The microgrid will comprise many different configurations, such as photovoltaic module, diesel generators, and energy storage technologies. By considering operational constraints to optimize the cost of energy (COE) and life cycle cost (LCC), the Osprey optimization algorithm (OOA) is applied. Furthermore, identify the most economically feasible technology that will ensure a continuous power supply, an economic study of three different energy storage technologies-namely, batteries, hydrogen storage systems, and supercapacitors-is also conducted. Additionally, provide a case study of Manpura island microgrid that validates the proposed approach. The results show that the OOA method in terms of optimal system performance and convergence speed, the loss of power supply probability is set at 0%, the LCC is 196915, the COE is 0.2959 /kWh, and the amount of GHG is 430 kgs/year. © 2025 ieee.

关键词： Microgrids

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Software Detection and Warning Method for Pitch Angle Deviation of Road Traffic Radar 9

Software Detection and Warning Method for Pitch Angle Deviat...

引用

9th international conference on intelligent Computing and signal processing, ICSP 2024

作者： Sun, Haokai Zhang, Zheng Jari Technology Lianyungang Jari Electronics Co. Ltd Lianyungang China Jiangsu Automation Research Institute Control Science and Engineering Lianyungang China

ISBN: (纸本)9798350376548

Introduced a software detection and warning method for the installation angle of road traffic radar in the pitch direction. Establish a mathematical model M1 based on the directional pattern of the transmitting antenna in the elevation direction. According to the RCS definition, the normalized curve shape of the received target echo signal strength is the same as model M1. The normalization coefficient is determined by on-site calibration methods or empirical value methods, and the model M1 is inversely normalized to obtain the model M2. Substitute the statistical analysis result A of the received signal strength result P ' calculated after real-time and cumulative sampling into model M2 to obtain the current elevation angle information of the radar. If the change in radar pitch angle exceeds the threshold, an alarm message will be output. This method does not require the addition of hardware sensors, and only estimates the current elevation angle of the radar through software calculations based on mathematical models and on-site sampled target echo signal strength, which has good engineering application value. © 2024 ieee.

关键词： Radar warning systems

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Research on the Control System and Method of Cutting Arms for Digital Twin Driven Excavation Equipment 9

Research on the Control System and Method of Cutting Arms fo...

引用

9th international conference on intelligent Computing and signal processing, ICSP 2024

作者： Hu, Shouxin Yang, Yong Bao, Wenliang Nie, Yukun Taiyuan Institute Co. Ltd China Coal Technology & Engineering Group Shanxi Taiyuan030006 China Shanxi Tiandi Coal Mining Machinery Co. Ltd. Shanxi Taiyuan030006 China China National Engineering Laboratory for Coal Mining Machinery Shanxi Taiyuan030006 China

ISBN: (纸本)9798350376548

A digital twin driven cutting arm control system for excavation equipment is proposed to address issues such as low intelligence level, low excavation efficiency, and mismatch between equipment performance parameters and actual mine conditions. Firstly, the overall scheme of the digital control system for the cutting arm of excavation equipment was proposed using digital intelligent technology;Secondly, based on the feedback of physical information from sensors and servo hydraulic cylinders, a dual closed-loop control structure is designed, taking into account external disturbances and input saturation uncertainties. Using backstepping control theory and adaptive technology, a controller is derived to control the displacement and speed of the cutting arm. Finally, the on-site working face and virtual device twin models are restored using the Unity3D platform. Through intelligent perception of the environment and backend data analysis and processing, functions such as state detection, collision detection, and fault diagnosis are achieved. © 2024 ieee.

关键词： Digital control systems

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Real-time Streaming Media processing and Optimization Technology in intelligent Video Surveillance

Real-time Streaming Media Processing and Optimization Techno...

引用

2024 international conference on intelligent Algorithms for Computational Intelligence systems, IACIS 2024

作者： Jiang, Hua Wang, Junjie Chuxiong Normal University School of Mathematics and Computer Science Chuxiong China

ISBN: (纸本)9798350360660

With the public Internet becoming more unstable due to issues like network congestion and line outages, ensuring the quality of large-scale real-time communications is becoming a significant concern. The real-time streaming processing and optimization methods for intelligent video surveillance systems are the main topics of this study. It offers a dynamic routing and distribution network technology developed to address transmission issues brought on by unstable public Internet links. Transmission quality is significantly increased by the system's optimisation of data transfer between servers through the use of dynamic path design and real-time quality detection. The study shows increased transmission stability and efficiency by contrasting static direct connections with dynamic routing. The dynamic obstacle avoidance capabilities of the system is validated by experimental simulations of network breakdowns. Furthermore, the effectiveness of different video encoders and streaming transport methods is assessed. According to the findings, content-aware coding beats rate-control and resolution-adjustment approaches in terms of video transmission quality, achieving an average Peak signal-to-Noise Ratio (PSNR) of 38.2 dB. The present study offers significant perspectives on enhancing real-time streaming services and contributes to the advancement of intelligent video surveillance systems in the future. © 2024 ieee.

关键词： Video streaming

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