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检索条件"任意字段=16th IEEE International Conference and Workshop on the Engineering of Computer-Based Systems"

共 4937 条记录，以下是1-10 订阅

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Session based Recommender System: A Generative Approach 16

Session Based Recommender System: A Generative Approach

引用

16th international conference on computer and Automation engineering (ICCAE)

作者： Rishoban, Y. Seneviratne, G. P. Univ Colombo Sch Comp Colombo Sri Lanka

ISBN: (纸本)9798350370058;9798350370164

In the age of information overload and digitalization, recommender systems (RSs) have become increasingly important for informed decision-making and service utilization. Session-based recommender systems (SBRSs) have emerged as a new type of RS in recent years. Unlike traditional RSs like content-based RSs and collaborative filtering-based RSs, which focus on static, long-term user preferences, SBRSs aim to capture dynamic, short-term user preferences to provide timely and accurate recommendations that adapt to evolving user contexts. this research propose novel generative model that capture the patterns among the user's choices and generate the items for the given session. We observed that pattern recognition algorithms only capture past user choices or the choices of similar users. To address this limitation, we propose a non-deterministic predictive model that balances exploration and exploitation.

关键词： Information and Decision systems Session based Recommender System Generative model Gated Recurrent Unit

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Vehicle Formation Control based on Generalized Udwadia-Kalaba Equation 16

Vehicle Formation Control Based on Generalized Udwadia-Kalab...

引用

16th international conference on computer and Automation engineering (ICCAE)

作者： Li, Zhengyi Wei, Cui Fan, Hongli Chen, Ye-Hwa Nanjing Tech Univ Coll Elect Engn & Control Sci Nanjing Peoples R China Nanjing Tech Univ Inst Intelligent Mfg Nanjing Peoples R China Georgia Inst Technol Geroge W Woodrufi Sch Mech Engn Atlanta GA USA

ISBN: (纸本)9798350370058;9798350370164

the coordinated parallel driving of autonomous vehicles in formation not only optimizes road space utilization but also enhances road efficiency, contributing to the reduction of traffic congestion. Hence, it is necessary to impose diverse constraints on the vehicle to ensure its adherence to the intended trajectory. the constraints of mechanical systems are generally categorized into equality constraints and inequality constraints. this paper adopts a constraint-following methodology by leveraging the generalized Udwadia-Kalaba equation to design the self-driving vehicle formation system, considering both equality and inequality constraints within the system. Simulation experiments demonstrate that the method is not only simple and effective but also has good applicability in swarm systems.

关键词： generalized Udwadia-Kalaba equation constraint-following control equality and inequality constraints

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Improvement of Tracking Accuracy using Travel Pattern for Agent-based Human Tracking 16

Improvement of Tracking Accuracy using Travel Pattern for Ag...

引用

16th international conference on computer and Automation engineering (ICCAE)

作者： Tanigawa, Kozo Shiozuka, Masaru Takahashi, Kenichi Mitsubishi Elect Software Corp Dev Dept B Kobe Hyogo Japan Tottori Univ Grad Sch Sustainabil Sci Cross Informat Res Ctr Tottori Japan

ISBN: (纸本)9798350370058;9798350370164

Security systems are widely employed in various facilities, such as companies and schools, to prevent crime. However, as the monitored area increases, it becomes challenging for operators to track numerous targets effectively due to limited resources. To address this issue, we propose an agent-based human tracking system. When utilizing image processing for person detection, the inherent inaccuracies in image processing make it challenging to accurately track the target. this often results in detection errors and tracking failures. therefore, we propose the calculation of the existence probability. the existence probability can be calculated by combining the traveling pattern of the targets with the result of image processing. Simulation results indicate that the calculation of the existence probability can achieve effective and accurate tracking.

关键词： Target tracking Automatic tracking Traveling pattern Existence probability

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Performance Evaluation of ED based Spectrum Sensing over α - η - F Fading Channel 16

Performance Evaluation of ED based Spectrum Sensing over α ...

引用

16th international conference on computer and Automation engineering (ICCAE)

作者： Kumar, Rahul Soni, Surender Kumar Natl Inst Technol Hamirpur Elect & Commun Engn Hamirpur India

ISBN: (纸本)9798350370058;9798350370164

Cognitive radios (CR) are viewed as a promising solution to deliver spectrum-efficient communication for emerging communication systems like IoT and others. this article evaluates the detection performance of CR over the alpha - eta - F fading channel. the alpha - eta - F fading channel is a versatile fading model used to characterize channel non-linearity and shadowing effects simultaneously. Hence a concurrence of both channel non linearity and shadowing on CR detection performance has been investigated. Utilizing energy detection-based spectrum sensing, novel analytical expressions for the average probability of detection for a single user and cooperative detection are obtained. Furthermore, expression for area under the receiver operating characteristics is also obtained to get a better insight into detection characteristics. the obtained analytical expressions are used to investigate CR detection performance over different non linearity and shadowing effects, and results show a degraded performance with increasing channel impairments. In the end, Monte Carlo simulations are used to validate the accuracy of obtained analytical expressions.

关键词： Cognitive Radio Spectrum Sensing Energy Detection Fading Wireless Channel

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Workspace-based Mobile Robot Localization by Landmark Configuration Using Robot Operating System and Choreonoid 16

Workspace-Based Mobile Robot Localization by Landmark Config...

引用

16th international conference on computer and Automation engineering (ICCAE)

作者： Wijayawardhana, Ranepura Hewage Ravindu Sankha Naruse, Keitaro Univ Aizu Grad Sch Comp Sci & Engn Aizu Wakamatsu Japan Univ Aizu Dept Comp Sci & Engn Aizu Wakamatsu Japan

ISBN: (纸本)9798350370058;9798350370164

Real-time map construction and localization can be identified as one of the principal factors that should be considered when developing autonomous robots. Localization aims to calculate the robot's position relative to the landmarks and thus the landmarks play a crucial role in the localization process. In this paper, a novel system was developed to assess the localization accuracy based on landmark configuration. the system was found to be effective in analyzing the localization accuracy. the investigation revealed that the asymmetric configuration of landmarks in a workspace is more suitable to obtain accurate position estimations while the symmetric nature is more prone to errors.

关键词： robot localization localization accuracy mapping ROS

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Android-based Smart Stick Using Radar With Haptic Feedback For the Visually Impaired 16

Android-Based Smart Stick Using Radar With Haptic Feedback F...

引用

16th international conference on computer and Automation engineering (ICCAE)

作者： Galapia, Sean Bradley R. Paglinawan, Arnold C. Paglinawan, Charmaine C. Mapua Univ Sch Elect Elect & Comp Engn Manila Philippines

ISBN: (纸本)9798350370058;9798350370164

this study aims to develop a smart stick using radar technology while using vibrations as feedback for the visually impaired. the system consist of a Raspberry pi, RF transmitter, RF receiver, Bluetooth module, power supply, and smartphone. the study compares radar and the results of ranging with other methods such as ultrasonic waves and laser detection and ranging. the results will provide insight on which ranging technology may be best to install in a smart stick and if haptic feedback is reliable. the study concludes that radar is a reliable ranging technology that can be used on smart sticks and that haptic feedback is a great and new experience of sensing for the visually impaired.

关键词： radar ranging smart sticks visual impairment

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Developing Automated System with Motion Sensor for Electrical Charged Equipment using Arduino Uno 16

Developing Automated System with Motion Sensor for Electrica...

引用

16th international conference on computer and Automation engineering (ICCAE)

作者： Valiente, Flordeliza L. Barnuevo, Patricia Arianne L. Orani, Paul Andrew S. Mapua Univ Sch Elect Elect & Comp Engn Manila Philippines

ISBN: (纸本)9798350370058;9798350370164

the rapid growth of technology has been applied to different areas of a person's daily routine. One of the areas is the automation system that is being applied to our spaces. this study uses the Kalman filtering and Gaussian Mixture Model (GMM) algorithm for the motion detection of the system connected to the main controller, which is the Arduino UNO, wherein the electric load state and time of the day will be programmed. the researchers tested the system in a room, measuring the accuracy of the motion algorithm, the time set for the scheduling feature, and the energy consumed with and without the prototype. In summary, the automated system of the study with the MATLAB algorithm, Kalman filtering, and GMM with time scheduling through Arduino can indeed be a cost-effective, energy-saving, and helpful tool that can apply to office spaces.

关键词： Arduino UNO motion-based system time-based system automation

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Medlet-Block: Secured Health-based Cloudlet Platform Using Blockchain 16

Medlet-Block: Secured Health-Based Cloudlet Platform Using B...

引用

16th international conference on COMmunication systems and NETworkS, COMSNETS 2024

作者： Gupta, Atrayee Agarwal, Varun Techno Main Saltlake Dept. of Computer Science and Engineering Kolkata India

ISBN: (纸本)9798350383119

Medical information cannot be easily shared and exchanged between various healthcare systems and providers due to a lack of interoperability, delays, inefficiencies, and above all lack of security. this paper provides a design of an edge-based blockchain for a secured health-care system which takes care of confidentiality, integrity, non-repudiation and other security challenges. © 2024 ieee.

关键词： Block Health-care Symmetric key Transaction

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Integration of Lithium based Catalyst in Carbon Monoxide to Breathable Air Converter with Data Monitoring and Notification System for Automobile 16

Integration of Lithium Based Catalyst in Carbon Monoxide to ...

引用

16th international conference on computer and Automation engineering (ICCAE)

作者： Yumang, Analyn N. Cabatac, Mark Anthony M. Kevin, John G. Pitao Valin, John Victor C. Paglinawan, Charmaine C. Mapua Univ Sch Elect Elect & Comp Engn Muralla St Manila Philippines

ISBN: (纸本)9798350370058;9798350370164

Incomplete combustion produces byproducts such as carbon monoxide from burning fossil fuels and other materials. this gas compound is lethal if high concentrations enter the respiratory system. the catalytic converters reduce this harmful gas into simple compounds like water, oxygen and carbon dioxide. On the other hand, one of the greenhouse gases which is responsible for global warming is carbon dioxide. In this paper, the integration of a lithium-based carbon dioxide absorbent is used to reduce this gas after conversion from a catalytic converter. the MQ7 and MQ135 gas sensors detect the occurrence and reduction of carbon monoxide and carbon dioxide, respectively.

关键词： Catalytic Converter Lithium based Catalyst Carbon Monoxide Carbon Dioxide Gas Sensors

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A Cross-domain Vision Transformer based Framework for Baggage threat Classification 16

A Cross-domain Vision Transformer Based Framework for Baggag...

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16th international conference on computer and Automation engineering (ICCAE)

作者： Nasim, Ammara Khan, Zawar Hassan, Taimur Jawed, Soyiba Akram, Muhammad Usman Zeb, Jahan Natl Univ Sci & Technol Dept Comp & Software Engn Islamabad Pakistan Bahria Univ Dept Elect Engn Islamabad Pakistan Natl Univ Sci & Technol Dept Elect Engn Islamabad Pakistan Abu Dhabi Univ Dept Elect & Comp Engn Abu Dhabi U Arab Emirates

ISBN: (纸本)9798350370058;9798350370164

Due to ever-increasing global trade activities and enhanced facilitation in the tourism market, cross-country traveling has seen a massive boost. this has resulted in crowded airports, posing challenges for aviation staff to screen the threat items from passenger baggage. Manual screening of baggage is cumbersome, tiring, and error-prone given the long working hours of the staff combined with concealing strategies incorporated by smugglers to deceive the security system. this has enhanced the requirement of autonomous and robust screening systems at security checkpoints. Researchers have been working rigorously to develop computer vision-based threat screening systems using different techniques. Recently, transformer-based techniques have been utilized in different classification and localization problems. these algorithms are more effective than traditional machine learning and CNN-based approaches, reducing the errors posed by region-based approaches. In this research, a vision transformer-based cross-domain classification algorithm is introduced for screening baggage threats. the framework uses Vision Transformers architecture and is primarily trained on COMPASS-XP dataset where it outperforms all the previous classification algorithms with an accuracy of 98% and F1-score of 99%. Furthermore, the model showcases the capability of screening threat items from novel datasets by employing small subsets of the corresponding data. Consequently, it exhibits adaptability towards novel image types and is ideal for situations where data scarcity forms the reason for low accuracy.

关键词： Vision Transformer cross-domain threat classification,Self attention

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