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Enhancing detection of SSVEP-based surround suppression using canonical correlation analysis 23

Enhancing detection of SSVEP-based surround suppression usin...

引用

2023 international conference on computer, Vision and Intelligent Technology, ICCVIT 2023

作者： Chen, Sicong Hu, Wen Zhang, Xin Huang, Qiyun School of Automation Science and Engineering South China University of Technology Guangzhou China Research Center for Brain-Computer Interface Pazhou Lab Guangzhou China

ISBN: (纸本)9798400708701

Canonical correlation analysis (CCA), a method for assessing inter-signal correlation that is widely used to enhance the performance of brain-computer interfaces (BCIs), can play an effective role in detecting steady-state visual evoked potentials (SSVEPs) in response to target flicker stimuli. However, it remains unclear whether CCA-based measurements can enhance the quantification of a visual perceptual process that related to human psychophysics. In this study, we used SSVEP to achieve quantitative measurements of the surround suppression effect, a visual perceptual process related to the excitation-inhibition balance in the central nervous system based on electroencephalogram (EEG). The CCA method was compared with two traditional methods for SSVEP quantifications: the power spectral density (PSD) and the signal-to-noise ratio (SNR). Our results demonstrated that CCA had the highest sensitivity among the three to enhance the quantification of SSVEP-based surround suppression effect. Thus, our work confirmed that CCA is an outstanding method for SSVEP measurements, compared to the two other commonly used SSVEP detection methods mentioned below, not only in the field of artificial intelligence, such as the development of BCIs, but also can facilitate vision studies in cognitive and perceptual neuroscience. © 2023 ACM.

关键词： Brain computer interface

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Semar IOT Server Platform: Design and Applications Implementation 2

Semar IOT Server Platform: Design and Applications Implement...

引用

2nd IEEE international conference on IoT, Communication and automation Technology, ICICAT 2024

作者： Mezaal, Ali Abdulkareem Muhammad, Shaima Rahim Abbas, E.M. Shoushtarian, Bijan Morteza Al-Jawahry, Hassan M. Ahmed, Abeer Mohsen, Abdul Hussein Kut University College Business Administration Department Al Kut52001 Iraq Uruk University Baghdad Iraq The University of Mashreq Baghdad10021 Iraq Mazaya University College Iraq The Islamic University College of Technical Engineering Department of Computers Techniques Engineering Najaf Iraq Al-Farahidi University Baghdad Iraq Al-Kunooze University College Computer Engineer Department Basra Iraq

ISBN: (纸本)9798350368109

The Internet of Things is evolving more quickly these days, which raises the possibility of creating smart cities, where different IoT applications must be coordinated and connected. However, the criteria of device, rationale, and data transmission are often disregarded since IoT application platforms are frequently created and implemented in isolation. In other words, we demonstrated the architecture of the Internet of Things server platform named Smart Monitoring of Environment and Analytical in Real-Time here in order to connect the IoT applications utilizing standards. Big Data ecosystems with AI, coordination, and data aggregation functions are made accessible by SEMAR and need just basic plug-in functionalities. It is permissible to combine data that provides access from various sensor devices using both wireless and direct network data. Text files, user interfaces, and Representing State Transfer API services will all be utilized to retrieve this data in real-time for usage in other systems. The ventilation observation system, the ecological observation system, the indoor fingerprint-based location system, the water superior tracking system, and the cooling directing system were the five IoT technologies that we constructed and integrated in order to evaluate the SEMAR. In terms of flexibility and compatibility, the suggested SEMAR IoT application server platform is more effective and efficient than previous IOT platform research. It may be readily integrated with third-party apps or Internet of Things applications without requiring code modifications. It contains capabilities for device administration, data transfer, selection, synchronization, and filtering. The results support the proposal's efficacy and efficiency. Massive and rapidly expanding Internet of Things (IoT) devices need scalable and reliable platforms for data processing, management, and analysis. © 2024 IEEE.

关键词： Data aggregation

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A Novel and Smart Administrative Door Lock and Open System using Face Recognition 2

A Novel and Smart Administrative Door Lock and Open System u...

引用

2nd international conference on automation, Computing and Renewable Systems, ICACRS 2023

作者： Senthilkumar, S. Saranya, E. Kavitha, M. Selvakumar, Anbarasi Rajasri, S. Ramiya, R. Department of Electronics and Communication Engineering E.G.S. Pillay Engineering College Tamilnadu Nagapattinam611002 India Department of Computer Science and Engineering E.G.S. Pillay Engineering College Tamilnadu Nagapattinam611002 India PMO-HCL Tech Elcot Sez Sholinganallur Tamilnadu Chennai600119 India Department of Electronics and Communication Engineering Periyar Maniammai Institute of Science and Technology Tamilnadu Thanjavur613403 India

ISBN: (纸本)9798350340235

A three-way lock system using face detection, an Radio Frequency Identification (RFID) reader, and a digital lock is presented in this article. A safe and solid locking framework can be used in homes, workplaces, schools, and any category of organization. Even unregistered users use the alternate method. They can unlatch the lock with a digital passcode. Only the enrolled clients can get to it utilizing face location. Assuming any unapproved people attempting to utilize face location, an email is conveyed to the administrator first. A Short Message Administration (SMS) will send an instant message to a proprietor by some unacceptable secret word being placed. Simultaneously, a remote camera will take a snap of that individual and store it in an SD card for the reference of the proprietor and use for observation. The framework includes the client screening the entryway by capturing pictures utilizing an exclusive remote camera so that the entryway shall not be opened to unapproved individuals. A facial recognition framework captures facial pictures of an individual, affirms his character to check participation, and gives an alert using the bell if the individual is unapproved. The subtleties are transferred to the concerned mail through IoT. The center of the framework is the Arduino UNO and Raspberry Pi, which is interfaced with a Pi camera, Keypad, a Liquid Crystal Display (LCD), EM-18 RFID reader including an electric door lock. © 2023 IEEE.

关键词： Arduino Face recognition Raspberry Pi Smart door lock Smart home

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Impact of Heterogeneous Time Sensitivity and Word-of-Mouth Effects on Economic Efficiency in UAV-Vehicle Hybrid Delivery Systems

Impact of Heterogeneous Time Sensitivity and Word-of-Mouth E...

引用

international conference on computer and automation engineering, ICCAE

作者： Sejun Woo Marina Yagi Akiyo Higuchi Kiyotaka Shin Hiroshi Takahashi Graduate School of Business Administration Keio University Kanagawa Japan SOFTTHEATER Co. Ltd Tokyo Japan

ISBN: (数字)9798331533816

ISBN: (纸本)9798331533823

This study investigates the impact of heterogeneous time sensitivity and word-of-mouth effects on the economic efficiency of UAV-vehicle hybrid delivery systems. Our analysis reveals that an overemphasis on time-sensitive customers in route planning can lead to partial optimization, thereby reducing overall economic efficiency. This highlights the necessity of balancing time sensitivity with broader efficiency objectives. Future research should focus on developing algorithms suited for multi-vehicle and multi-UAV systems that incorporate heterogeneous customer characteristics.

关键词： Economics Sensitivity automation Profitability Customer satisfaction Buildings Collaboration Planning Optimization

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A Lightweight Traffic Sign Detection Algorithm based on Improved YOLOv7 4

A Lightweight Traffic Sign Detection Algorithm based on Impr...

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4th international conference on Intelligent Computing and Human-computer Interaction, ICHCI 2023

作者： Du, Qiliang Wu, Yiming Tian, Lianfang Lin, Chengfan School of Automation Science and Engineering South China University of Technology Guangzhou China

ISBN: (纸本)9798350343113

In order to achieve a lightweight network for traffic sign detection, we made improvements to the YOLOv7 object detection network, which include the following: 1. Replacing the original backbone with a lightweight PP-LCNet;2. Using the CARAFE upsampling operator instead of the conventional upsampling methods;3. Incorporating the SimAM attention module into the network;4. Decoupling the detection head of YOLOv7. The training and testing were conducted on the CCTSDB dataset. The experimental results demonstrate that the improved YOLOv7 in this study has fewer parameters and lower computational complexity while achieving higher accuracy on the CCTSDB dataset. These findings indicate that the proposed modifications effectively enhance the performance of YOLOv7 for traffic sign detection while maintaining a lightweight network architecture. © 2023 IEEE.

关键词： Object detection

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Computing Performance Analysis of IEC 61499 Distributed automation Systems

Computing Performance Analysis of IEC 61499 Distributed Auto...

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IEEE international conference on Industrial Technology (ICIT)

作者： Tuojian Lyu Valeriy Vyatkin Department of Electrical Engineering and Automation Aalto University Espoo Finland Department of Computer Science Computer and Space Engineering Luleå Tekniska Universitet Sweden

ISBN: (数字)9798331521950

ISBN: (纸本)9798331521967

This work analyzes the computing performance of distributed control systems in IEC 61499 on two hardware devices, Dell XPS workstation and Raspi 4B. Based on the test IEC 61499 application, three different system configurations are tested to simulate the distribution options of singleprocess and single-thread, multi-threading, and multi-process on both hardware platforms. Experimental results show that multiprocess configurations yield more consistent execution time due to dedicated resource allocation, while multi-threading, though resource-efficient, can lead to latency variability. These results aim at help in choosing optimal configurations and selecting hardware for performance in distributed automation systems.

关键词： Performance evaluation automation Decentralized control Hardware Performance analysis Workstations Resource management IEC Standards

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Effect of pelleting on the mechanical behavior of ring die based on DEM-MBD coupling method 5

Effect of pelleting on the mechanical behavior of ring die b...

引用

5th international conference on Robotics and computer Vision, ICRCV 2023

作者： Sun, Wanfeng Sun, Yu Wang, Yu Chen, Gang School of Mechanical Engineering Nanjing University of Science and Technology Nanjing China

ISBN: (纸本)9798350326369

Ring die pelleting is a manufacturing process for producing pellets. However, the ring die pellet mill typically requires high power consumption and is prone to ring die wear and damage. To investigate the influence of the pelleting process on the mechanical behavior of the ring die, a coupled model of the roller-powder-ring die was established based on the discrete element method and multi-body dynamics. The model was verified through torque tests of the pellet mill. The model is used to conduct co-simulation under different linear velocities of the ring die to study the influence of the linear velocity and connection methods of the ring die on the mechanical behavior of the ring die. The results showed that the hoop connection is better the linear velocity was positively correlated with the stress and strain of the ring die. With the goal of low energy consumption, low loss of the ring die, and production efficiency, 10 m/s is the optimal linear velocity of the ring die. © 2023 IEEE.

关键词： Dies

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Path Planning of Mobile Robot Based on Ant Colony Algorithm 5

Path Planning of Mobile Robot Based on Ant Colony Algorithm

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5th international conference on computer Network, Electronic and automation, ICCNEA 2022

作者： Li, Yufei Yan, Li Wang, Maixin Xi'an Technological University School of Mechatronic Engineering Xi'an China

ISBN: (数字)9781665491099

ISBN: (纸本)9781665491099

As a typical automatic handling tool in intelligent workshop, mobile robot plays an increasingly important role in intelligent production, and its path planning is the key to affect the material handling time and cost of intelligent workshop. Based on the analysis of the whole handling process of the workshop mobile robot, this paper finds that the driving distance and turning times are the main factors affecting the handling time. According to the walking distance and turning times of the mobile robot, the path planning model of the mobile robot with the shortest walking distance and the least turning times as the target is established. The ant colony algorithm is used to solve the model and the simulation results are verified. The results show that the ant colony algorithm can effectively complete the path planning of intelligent workshop mobile robot. © 2022 IEEE.

关键词： Motion planning

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Application research of smart-home system for manned spacecraft 9

Application research of smart-home system for manned spacecr...

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9th IEEE international conference on Cloud Computing and Intelligence Systems, CCIS 2023

作者： Gao, Yanchao Zhao, Zhenhao Liang, Xiaofeng Yin, Zhao Zhang, Xu Beijing Institute Spacecraft System Engineering Beijing100094 China

ISBN: (纸本)9798350304428

At present, the human-computer interaction system of manned spacecraft is oriented to meet the mission function, and has the characteristics of relatively single and independent function, poor compatibility & expansibility and long development cycle. It is difficult to meet the needs of long-Term astronaut in-orbit in terms of user experience. For the future manned spacecraft, this article proposes application research of smart-home system for manned spacecraft which is featured as intelligence, network and commercialization. The application research studies the overall design and its protocol architecture, and also plans the functions of space smart-home system in details. This application research shows that this scheme can comprehensively improve the efficiency, convenience, comfort and intelligence for manned spacecraft. © 2023 IEEE.

关键词： automation

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Smart Energy Metering, Control, and Protection System for Making a Smart Home Using IoT 26

Smart Energy Metering, Control, and Protection System for Ma...

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26th international conference on computer and Information Technology, ICCIT 2023

作者： Joha, Md. Ibne Nazim, Md Shahriar Zubair, Md. Ibna Khulna University of Engineering & Technology Dept. of Electrical and Electronic Engineering Khulna9203 Bangladesh Chittagong University of Engineering & Technology Dept. of Mechatronics and Industrial Engineering Chittagong4349 Bangladesh

ISBN: (纸本)9798350359015

Internet of things (IoT)-based smart devices are easily available and affordable in the present world. The smart energy metering system (SEMS) is one of the novel ideas for monitoring, managing, and controlling the distribution of electrical energy. The use of the Internet of Things (IoT) and digital technology in smart metering and smart home automation systems (SHAS) is an important strategy for future power grids. A smart energy metering system is an internet-connected hardware and software-based system that monitors and controls the energy usage of residential buildings. The overall system can offer real-time monitoring, control, protection, and effective management of energy resources. Wireless communication technology is used by the IoT platform to send and receive measured data from the control unit room to the energy meter. After access rights have been set up for the ESP32 module and the Blynk IoT cloud platform, energy distribution operators can use smartphones or personal computers to check on all electrical parameters and control relay modules remotely. Also, users or electric power consumers can monitor and control their home appliances remotely. This IoT-based smart energy monitoring and management system makes a smart energy metering system capable of real-time monitoring, control, and protection systems to improve energy efficiency, lower energy costs, and make the grid more stable. © 2023 IEEE.

关键词： Blynk IoT Cloud Platform Energy Monitoring IoT PZEM-004T Smart Energy Metering

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