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The Application of Reprogramming Technology in a Wireless Sensor Network 3

The Application of Reprogramming Technology in a Wireless Se...

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3rd international conference on modeling, simulation, Optimization and algorithm, ICMSOA 2021

作者： Huang, Jianjun School of Computer and Information Engineering Nanchang Institute of Technology JIANGXI Nanchang330044 China

Wireless sensor networks can collect physical world information in a large, long-term and real-time manner in a complex environment. Wireless sensor networks have been successfully applied in many fields. With the development of wireless sensor network, wireless sensor network applications need to update the executable code on the sensor due to the change of application requirements. The researchers call this a wireless sensor network application reprogramming, or simply reprogramming. The efficiency of reprogramming is closely related to the size of the updated code that needs to be distributed and the amount of traffic to be distributed. This paper firstly expands the classical logic language based on the characteristics of wireless sensor network, and implements the language by compiling/interpretation, which can generate the smaller update code. Secondly, the paper also makes full use of the location information of the sensor and the data distribution protocol of low message complexity of telecommunication and channel resources. The research results of this paper can effectively reduce the communication volume of the distribution process. © Published under licence by IOP Publishing Ltd.

关键词： Network coding

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Optimal control of slow traffic at intersections based on green building materials and signal processing technology 3

Optimal control of slow traffic at intersections based on gr...

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3rd international conference on Electronics and Communication;Network and computer Technology (ECNCT)

作者： Kong, Wei Liang, Zijun Zhan, Xuejuan Zhu, Kai Liu, Wei Wang, Ruihan Shi, Mengping Hefei Univ Sch Urban Construct & Transportat Hefei 230601 Peoples R China Anhui Prov Transportat Big Data Anal & Applicat E Hefei 230601 Peoples R China Anhui Lufeng Traff Engn Co Ltd Hefei 231131 Peoples R China Hefei Rd Traff Safety Res & Engn Ctr Hefei 231131 Peoples R China

ISBN: (数字)9781510652118

ISBN: (纸本)9781510652118;9781510652101

Under the influence of China's sustainable development strategy, the design of urban road traffic engineering should adhere to the concept of environmental protection and develop in the direction of green and modernization. This paper proposes a slow traffic optimization at intersections based on green building materials and signal processing technology. The green building materials, such as colored asphalt concrete pavement and polyurethane elastic isolation column, are used for the channelization design of the traffic space for slow traffic at the intersection. Then the slow traffic signal optimization processing technology is used that is the slow traffic signal timing algorithm model to optimize the slow traffic crossing time. Finally, the evaluation and analysis are carried out through VISSIM traffic simulation. The results show that the method presented in this paper can effectively reduce the average delay of vehicles and the average travel time of slow traffic at intersections.

关键词： Green building materials Signal processing technology Slow traffic Optimized control VISSIM traffic simulation

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ProYOLOv4: Some Improvements for YOLOv4 3

ProYOLOv4: Some Improvements for YOLOv4

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3rd IEEE international conference on Communications, Information System and computer Engineering, CISCE 2021

作者： Wang, Hao College of Computer Science and Information Engineering Shanghai Institute of Technology Shanghai China

ISBN: (纸本)9780738112152

There are many functions that can improve the accuracy of the target detection model. Usually, it is necessary to test the combination of these functions on a large number of data sets and prove the results theoretically. This paper starts from the data enhanceme-nt algorithm and carries on the comparison and the theory analysis to it. A new data enhancement algorithm is obtained. And the function replacement test is carried out on the current YOLOV4 target detection model with good performance. After using the new data enhanceme-nt algorithm to replace Mosaic algorithm of Yolov4, total loss decreased by 4.69% and Val loss decreased by 9.26%. Finally, after comparing the recognition effect with the YOLOV4 model, it is found that the improved YOLOV4 model has higher confidence for the identified object. © 2021 IEEE.

关键词： Training Image segmentation Target tracking Target recognition Computational modeling Object detection Data models

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computer simulation System for Controlling Multiassortment Production of Sorption-catalytic Materials with Recycling of Returnable Waste 3

Computer Simulation System for Controlling Multiassortment P...

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3rd international conference on Control Systems, Mathematical modeling, Automation and Energy Efficiency, SUMMA 2021

作者： Novozhilova, Inna Vasilievna Chistyakova, Tamara Balabekovna Saint-Petersburg State Institute of Technology Computer Design and Control Department St. Petersburg Russia

ISBN: (纸本)9781665439817

The article presents the structure of a computer system for modeling the processes of obtaining sorbents and catalysts. The core of the computer system is a library of deterministic and empirical mathematical models of the key stages of production (granulating, drying, tempering, and impregnation). Based on the models, the system allows solving the problem of resource-saving control of multi-Assortment production in various modes of operation: when reconfiguring to a new type of product, in the nominal mode of operation, when a defect occurs. The use of the system by management and production personnel in the mode of an adviser to the operator-Technologist allows increasing productivity and quality of products, reducing defective products and returnable waste, and reducing the cost of conducting research and re-construction of flexible production. The testing of the computer system according to data of JSC Scientific Design and Technological Bureau 'Kristall' (St. Petersburg) confirmed its operability. The system can be used in various industries of sorption-catalytic materials. © 2021 IEEE.

关键词： Catalysts

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Design and Development of Virtual simulation Teaching Resources of "safe Electricity" Based on Unity3D 3

Design and Development of Virtual Simulation Teaching Resour...

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3rd international conference on modeling, simulation, Optimization and algorithm, ICMSOA 2021

作者： Zheng, Qing-Sheng Li, Ke Mechanical and Electrical Engineering Department Nanchang Institute of Technology Jiangxi Nanchang China

While electricity brings convenience to people's production and life, it also has certain hazards. It is imperative to popularize common sense of safe electricity use. For non-electrical majors, offering electrical and electronic technology courses is one of the ways. Electrical and electronic technology is a technical basic course with high practical requirements. It is mainly taught through a combination of theory and experiment. However, in actual teaching, there are still some teaching contents that are not experimental and experience teaching difficulties, which give teachers and students brings teaching problems. This article takes the teaching content of "Safe Electricity"as an example. Explain the design, development and application of virtual simulation teaching resources. Experimental research results show that virtual simulation teaching resources play a positive role in improving the shortcomings of traditional teaching, promoting students' interest in learning, and improving learners' learning effects. © Published under licence by IOP Publishing Ltd.

关键词： Teaching

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Lower Extremity Exoskeleton simulation Model with Variable Stiffness Actuation for Vertical Locomotion 3

Lower Extremity Exoskeleton Simulation Model with Variable S...

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3rd international conference on Control Systems, Mathematical modeling, Automation and Energy Efficiency, SUMMA 2021

作者： Kondratyev, Sergey Cruypeninck, Lennert Tsareva, Anastasia Lipetsk State Technical University Automation and Computer Science Faculty Lipetsk Russia Katholieke Universiteit Leuven Department of Mechanical Engineering Leuven Belgium ITMO University International Research Center SCAMT Saint-Petersburg Russia

ISBN: (纸本)9781665439817

This paper proposes a lower extremity exoskeleton simulation model for more effective control in vertical locomotion when patients need to move from static seating configuration to walking-ready configuration. Variable impedance actuators (VIA) or variable stiffness actuators (VSA) are considered as the primary source of generating and translating controlled torque values with elastic compliance properties to movement elements of a discussed system using PID control with dynamic compensation. The model-applied torque can be divided into two torques, one about gravity compensation and another about acceleration. The simulink environment with simscape library was used to create a simulation process of the working mechanism. Data on angles, torques, and velocities were obtained and considered for correctness in natural human locomotion. Calculations provide upper limit for the required torque to stand up, which can be used as a basis to select a proper actuator. © 2021 IEEE.

关键词： Actuators

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algorithm Development for Generation of Powder Particles for Use in Numerical simulations of Powder Bed Fusion Additive Manufacturing Processes 3

Algorithm Development for Generation of Powder Particles for...

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2021 3rd international conference on computer modeling, simulation and algorithm, cmsa 2021

作者： Kelley, Garrett M. Ramulu, Mamidala Department of Mechanical Engineering University of Washington SeattleWA United States

This article presents an algorithm development methodology for incorporating the effects of powder quality into numerical simulations of powder bed fusion technologies. The framework leverages x-ray microtomography measurements of samples representative of changes in powder quality with powder reuse. Individual particles are labelled and analysed by postprocessing the three-dimensional data. Included in this data is the particle surface normal and point cloud information which can be used to reconstruct the particle using Poisson Surface Reconstruction in Open3D. This reconstruction can then be exported as a Standard Tessellation Language (STL) file that can be incorporated into discrete element method solvers such as YADE or finite element frameworks such as MOOSE. In this sense, libraries of particles can be generated and used in simulations. To demonstrate the applicability of this method, a publicly available NIST dataset is leveraged. In lieu of experimental data, a second method using computer-Generated Imagery (CGI) software, Blender, is also presented. The methods are able to replicate powder features, such as satellites and surface irregularity, that are functions of both powder manufacturing methods as well as powder reuse cycles. These particle irregularities have important implications on part quality and manufacturing cost. © Published under licence by IOP Publishing Ltd.

关键词： 3D printers

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Mobile Robot Path Planning Based on Improved Ant Colony algorithm

Mobile Robot Path Planning Based on Improved Ant Colony Algo...

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Electronic Information Engineering and computer Science (EIECS), 2021 international conference on

作者： Yimin Xiao School of Computer Information Ezhou Polytechnic Ezhou China

This article proposes an improved ant colony algorithm to solve the problems of blindness, long search path, slow convergence speed, and excessive number of turns in the initial stage of ordinary ant colony algorithms in mobile robot path planning. The algorithm is based on a normal distribution model, dividing the grid environment into different regions, and processing pheromones separately to reduce the initial search time of ants; At the same time, drawing on the evaluation function of the A 'search algorithm, the heuristic function is improved by introducing an adaptive heuristic information factor to enhance its goal orientation, improve the convergence speed of the algorithm, and balance the global search ability of the algorithm. The simulation results show that the improved ant colony algorithm proposed in this paper can plan better paths with faster convergence speed, fewer turns, and higher smoothness.

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Multi-Strategy Equilibrium Optimizer Based on Comprehensive Improvement 3

Multi-Strategy Equilibrium Optimizer Based on Comprehensive ...

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3rd international conference on Applied Mathematics, modeling and computer simulation, AMMCS 2023

作者： Sun, Quandang Zhang, Xinyu Jin, Ruixia Zhang, Xinming Zhang, Hui Software College of Software Henan Normal University Henan Xinxiang China College of Computer and Information Engineering Henan Normal University Henan Xinxiang China Engineering Lab of Intelligence Business and Internet of Things Henan Xinxiang China SanQuan College of Xinxiang Medical University Henan Xinxiang China College of Physical Culture Henan Normal University Henan Xinxiang China

ISBN: (纸本)9781643684581

Improvement on the updating equation of an algorithm is among the most improving techniques. Aimed at the defects, such as insufficient search ability, high computational complexity and poor operability, of equilibrium optimizer (EO) in solving complex optimization problems, this paper proposes an improved EO, namely Multi-strategy on updating Synthetized EO (MS-EO). Firstly, a simplified updating strategy is adopted in EO to improve operability and reduce computational complexity. Secondly, an information sharing strategy updates the concentrations in the early iterative stage using a dynamic tuning strategy in the simplified EO to form a simplified sharing EO (SS-EO) and enhance the exploration ability. Thirdly, a migration strategy and a golden section strategy are used for a golden particle updating to construct a Golden SS-EO (GS-EO) and improve the search ability. Finally, an elite learning strategy is implemented for the worst particle updating in the late stage to form MS-EO and strengthen the exploitation ability. The strategies are embedded into EO to balance between exploration and exploitation by giving full play to their respective advantages. Lots of experimental results on the complex functions from CEC2013 and CEC2017 test sets demonstrate that MS-EO outperforms EO and quite a few state-of-the-art algorithms in search ability, running speed and operability. © 2023 The Authors.

关键词： Computational complexity

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Real-time simulation system based on Linux and RTW 3

Real-time simulation system based on Linux and RTW

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3rd IEEE international conference on Communications, Information System and computer Engineering, CISCE 2021

作者： Liu, Tong Wang, Xiaowei Yang, Guotian Peng, Peng Shao, Yuying School of Control and Computer Engineering North China Electric Power University Beijing China State Grid Shanghai Municipal Electric Power Company Shanghai China

ISBN: (纸本)9780738112152

In order to solve the problems such as the long development cycle of traditional simulation and the inability of digital simulation to reflect real-time, a real-time simulation system based on Linux and RTW is designed. The system realizes the seamless connection with MATLAB/Simulink graphical modeling, and researches for RTW code generation, Linux realtime performance improvement, TCP/IP communication between the Host and the Target, has realized the model configuration, code generation, code download, code compilation, program running, etc. The Human computer interaction interface is developed with C-API (C file application program interface) to realize the system online parameter adjustment and signal monitoring. The real-time simulation system verifies the effectiveness of the system through real-time simulation of the emergency robot motor model. © 2021 IEEE.

关键词： Application programming interfaces (API)

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