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检索条件"任意字段=Conference on Advanced Sensor Systems and Applications VII"

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Robust Multimodal and Multi-Object Tracking for Autonomous Driving applications 21

Robust Multimodal and Multi-Object Tracking for Autonomous D...

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21st International conference on advanced Robotics (ICAR)

作者： Perez, Marc Agudo, Antonio CSIC UPC Inst Robot & Informat Ind Barcelona Spain Applus IDIADA Tarragona Spain

ISBN: (纸本)9798350342291

In this work, we present a method for MultiObject Tracking (MOT) that uses unsynchronized multimodal detections from a configurable set of sensors such as cameras, radars and lidars. All the information is processed from the sensors with modality-specific detectors and then combined in the MOT module that incorporates a Kalman filter and tracklet management logic. To be able to deploy our system in real-world driving applications, we handle localization errors, misclassifications and partial bounding-box detections from the object detector in the MOT module. We show promising results and compare them with respect to competing approaches in two challenging real-world scenarios, including a traffic jam chauffeur as well as a traffic monitoring application on highways.

关键词： Multiple Object Tracking sensor Fusion.

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Design and Simulation of Surface Acoustic Wave sensor in COMSOL Multiphysics for Detection of Acetone

Design and Simulation of Surface Acoustic Wave Sensor in COM...

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2025 International conference on Multi-Agent systems for Collaborative Intelligence, ICMSCI 2025

作者： Borra, Praneeth Korapati, Prasanti Sravanam, Vamsi Bala, Shanmuk Tikkisetty, Dikishitha Sree Velagapudi Ramakrishna Siddhartha Engineering College Department of Electronics and Instrumentation Engineering Vijayawada India

ISBN: (纸本)9798331509828

The increasing demand for efficient and reliable gas sensors has propelled the exploration of novel materials and advanced simulation techniques. This study presents the design and development of a gas sensor that detects acetone using molybdenum disulfide (MoS2) as the sensing material. Acetone is a major volatile organic compound that has applications in a variety of industries, including healthcare and environmental monitoring. Acetone gas is a respiratory symptom that indicates diabetes. The high sensitivity, stability and cost of MoS2 make it a good sensor material. The sensor design involves the integration of MoS2 thin films onto a substrate, with interdigitated electrodes facilitating the detection mechanism. COMSOL Multiphysics, a versatile simulation software, is employed to model the sensor's performance under different operating conditions and geometrical configurations. The simulation framework incorporates electrochemical processes, mass transport phenomena, and electrical properties to accurately represent the sensor's *** was found that the resistance of the sensor layer was reduced in the presence of acetone gas. The simulation was carried out using COMSOL Multiphysics. © 2025 IEEE.

关键词： Molybdenum disulfide

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LifeBank: Integrating Blockchain Technology with Blood Donation systems 29th

LifeBank: Integrating Blockchain Technology with Blood Donat...

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29th International conference on Database systems for advanced applications (DASFAA)

作者： Yang, Changsong Tang, Yixiong Ding, Yong Liang, Hai Zhao, Ruwen Guilin Univ Elect Technol Guangxi Key Lab Cryptog & Informat Secur Guilin 541004 Peoples R China Guilin Univ Elect Technol Guangxi Engn Res Ctr Ind Internet Secur & Blockch Guilin 541004 Peoples R China HKCT Inst Higher Educ Inst Cyberspace Technol Hong Kong 999077 Peoples R China Guilin Univ Elect Technol Sch Math & Comp Sci Guilin 541004 Peoples R China

ISBN: (纸本)9789819755745;9789819755752

Blockchain technology offers promising solutions for enhancing transparency, traceability, and privacy in blood donation information management. By creating a decentralized system, it secures data authenticity and donor privacy through encryption. This study suggests rewarding donors with blockchain-based cryptocurrency to boost blood donation, aiming to elevate medical service quality and public trust in healthcare. However, blockchain's performance issues are addressed by implementing a HotStuff-based shard system, increasing throughput for practical use. This method not only secures and clarifies blood donation data but also overcomes technical limitations for real-world application.

关键词： Blockchain Blood Donation Traceability Security

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DBCompliant: Extending Database Management systems to Support Compliance Functionality 29th

DBCompliant: Extending Database Management Systems to Suppor...

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29th International conference on Database systems for advanced applications (DASFAA)

作者： Rasin, Alexander Scopes, Nick Ben Lenardl Reyadl, Moaz Wagner, James DePaul Univ Chicago IL 60604 USA Univ New Orleans New Orleans LA 70148 USA

ISBN: (纸本)9789819755745;9789819755752

Data privacy policy requirements are a quickly evolving part of the data management domain. Healthcare (e.g., HIPAA), financial (e.g., GLBA), and general laws such as GDPR or CCPA impose controls on how personal data should be managed. Relational databases do not offer built-in features to support data management features to comply with such laws. As a result, many organizations implement adhoc solutions or use third party tools to ensure compliance with privacy policies. However, external compliance framework can conflict with the internal activity in a database (e.g., trigger side-effects or aborted transactions). In our prior work, we introduced a framework that integrates data retention and data purging compliance into the database itself, requiring only the support for triggers and encryption, which are already available in any mainstream database engine. In this demonstration paper, we introduce DBCompliant - a tool that demonstrates how our approach can seamlessly integrate comprehensive policy compliance (defined via SQL queries). Although we use PostgreSQL as our backend, DBCompliant could be adapted to any other relational database. Finally, our approach imposes low (less than 5%) user query overhead.

关键词： database compliance GDPR retention purging privacy

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Virtual sensor for door opening detection and anomaly detection using machine learning 22

Virtual sensor for door opening detection and anomaly detect...

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22nd International conference on Intelligent systems applications to Power systems

作者： Neto, Almir Gomes, Luis Vale, Zita Fed Inst Educ Sci & Technol Maranhao IFMA Sao Luis Maranhao Brazil Polytech Porto P PORTO GECAD Res Grp Intelligent Engn & Comp Adv Innovat Porto Portugal

ISBN: (纸本)9798331531768;9798331531751

Currently, several studies are being developed using machine Learning with the aim of replacing real sensors with virtual sensors. One of the biggest challenges is obtaining quality data to enable the system modeling. This article proposes the replacement of a light dependent resistor sensor, applied to a refrigerator, which detects whether the door is open or closed and an anomaly test when the door is forgotten open for too long. The use of tiny machine learning is applied to ESP32 to enable the use of regression and classification models to detect the door opening and anomaly. The tested metrics for the regression were the root mean squared error. The comparative results between the virtual and real sensors are satisfactory with an accuracy of 99.59% for classification and a root mean squared error value of 0.01 for regression. Furthermore, a prototype was developed, and the model was embedded in the ESP32 microcontroller.

关键词： Tiny Machine Learning virtual sensors internet of things intelligent devices

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Design of an SHF RFID Reader Antenna for Access Control and Security systems

Design of an SHF RFID Reader Antenna for Access Control and ...

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International conference on advanced systems and Emergent Technologies (ICASET)

作者： Othmani, Hamza Beldi, Sabri Azizi, Med Karim Univ Tunis El Manar Tunis Microwave Elect Res Lab Dept Phys FST Tunis Tunisia

ISBN: (纸本)9798350384901;9798350384895

This paper presents the design of a Radio Frequency IDentification antenna (RFID Antenna) in Super-High-Frequency band (SHF Band) radiated at the resonant frequency of 2.45 GHz, simulated with CST Studio electromagnetic simulation software. The patch antenna is a perfect electrical conductor, excited by a coaxial cable with a 50 Ohms impedance. The antenna is designed as a rectangular patch with a U-shaped slot of 35.5x26 mm(2) placed on a Rogers RO4350B substrate, dimension 71x47 mm(2). The antenna has a perfect adaptation and covers a frequency band of 2393.0-2569.5 MHz with a bandwidth of 176.5 MHz. Therefore, this bandwidth is sufficient for industrial applications that use wireless sensor networks for monitoring parameters like: temperature, humidity, and pressure.

关键词： RFID Antenna SHF band CST Studio Rogers RO4350B Patch Coaxial cable

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Using context to adapt to sensor drift

Using context to adapt to sensor drift

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IEEE International conference on Development and Learning (ICDL)

作者： Warner, Jamieson Devaraj, Ashwin Miikkulainen, Risto Univ Texas Austin Dept Neurosci Austin TX 78712 USA Univ Texas Austin Dept Comp Sci Austin TX 78712 USA

ISBN: (纸本)9798350348569;9798350348552

Lifelong development allows animals and machines to adapt to changes in the environment as well as in their own systems, such as wear and tear in sensors and actuators. An important use case of such adaptation is industrial odor-sensing. Metal-oxide-based sensors can be used to detect gaseous compounds in the air;however, the gases interact with the sensors, causing their responses to change over time in a process called sensor drift. sensor drift is irreversible and requires frequent recalibration with additional data. This paper demonstrates that an adaptive system that represents the drift as context for the skill of odor sensing achieves the same goal automatically. After it is trained on the history of changes, a neural network predicts future contexts, allowing the context+skill sensing system to adapt to sensor drift. Evaluated on an industrial dataset of gas-sensor drift, the approach performed better than standard drift-naive and ensembling methods. In this way, the context+skill system emulates the natural ability of animal olfaction systems to adapt to a changing world, and demonstrates how it can be effective in real-world applications.

关键词： classification olfaction drift adaptation LSTM

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Application of Wireless sensor Technology in Urban Energy Management 24

Application of Wireless Sensor Technology in Urban Energy Ma...

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8th International conference on Electronic Information Technology and Computer Engineering, EITCE 2024

作者： Zhang, Yajuan Chen, Jie Gong, Zhijia College of Information Engineering Hainan Vocational University of Science and Technology Hainan Haikou China

ISBN: (纸本)9798400710094

The rapid growth of urbanization has led to an increasing need for efficient energy management systems to optimize energy consumption and reduce environmental impacts. Wireless sensor technology emerges as a pivotal solution, providing advanced capabilities in real-time monitoring, control, and management of urban energy systems. This paper explores the practical applications of wireless sensor networks (WSN) in urban energy management, highlighting their role in smart grids, intelligent building systems, smart street lighting, public transportation, water management, and renewable energy integration. Additionally, it addresses the prominent challenges such as data security, sensor durability, network scalability, data management, energy consumption, and infrastructure integration. [1-2] The paper further discusses optimization pathways to enhance the effectiveness and sustainability of WSNs in urban energy management. By overcoming these challenges and leveraging the potential of wireless sensor technology, cities can achieve significant energy savings, operational efficiencies, and contribute to broader environmental sustainability goals. © 2024 Copyright held by the owner/author(s).

关键词： Green buildings

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Benchmarking of Machine Learning Algorithms for Temperature sensor Fault Time Series Classification 15

Benchmarking of Machine Learning Algorithms for Temperature ...

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15th International conference on Information, Intelligence, systems and applications, IISA 2024

作者： Prantikos, Konstantinos Pantopoulou, Maria Pantopoulou, Stella Hefeitz, Alexander Tsoukalas, Lefteri H. School of Nuclear Engineering Purdue University West LafayetteIN United States Nuclear Science and Engineering Division Argonne National Laboratory ArgonneIL United States

ISBN: (纸本)9798350368833

Reliable sensors functioning is important for safe and efficient operation of a nuclear system. Accurate detection and classification of sensor anomalies are crucial for efficient maintenance and prevention of reactor shutdowns. In this proof-of-principle study, we benchmark performance of several machine learning (ML) algorithms in temperature sensor fault detection. The database consists of four time series, with one representing normal sensor operation and the remaining three consisting of various sensor faults. The ML models in this study include Recurrent Neural Networks (RNN), Long Short-Term Memory (LSTM) networks, Decision Tree (DT), and Extreme Gradient Boosting (XGBoost). Performance of the ML models is evaluated using Precision, Recall and F1-score metrics. The results of the benchmarking study show that XGBoost achieves the best performance. © 2024 IEEE.

关键词： Reactor shutdowns

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CONFORMAL DESIGN AND FABRICATION OF WEARABLE PIEZOELECTRIC sensor ARRAY FOR SPATIOTEMPORAL DISTRIBUTION OF ARTERIAL PULSE WAVES 37

CONFORMAL DESIGN AND FABRICATION OF WEARABLE PIEZOELECTRIC S...

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37th IEEE International conference on Micro Electro Mechanical systems (MEMS)

作者： Zhen, Liyun Zhai, Yueqi Zhu, Xiantao Xu, Mengfei Li, Yizhi Liu, Jingquan Yang, Bin Shanghai Jiao Tong Univ Natl Key Lab Adv Micro & Nano Mfg Technol Shanghai 200240 Peoples R China Shanghai Jiao Tong Univ Dept Micro Nano Elect Sch Elect Informat & Elect Engn Shanghai 200240 Peoples R China

ISBN: (纸本)9798350357929

This paper reports a wearable piezoelectric pressure MEMS sensor array for multi-site conformal sensing of pulse waves. Thinned bulk lead zirconate titanate (PZT) piezoceramic films with high performance are embedded into soft materials, allowing optimal deformability and conformality. Specifically, a spin-on polymeric adhesive is adopted to transfer uniform PZT film during bonding and releasing processes. As a result, the device of single element exhibits high sensitivity with 47.45 mV/N. Furthermore, it can capture a weak pulse with the spatial and temporal distribution without cross talk among channels, which has great potential applications in the diagnosis of cardiovascular disease.

关键词： Conformal Design Piezoelectric sensor Array Pulse Perception Spatiotemporal Distribution

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