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检索条件"任意字段=IEEE International Conference on Embedded and Real-Time Computing Systems and Applications"

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Missing Value Imputation for IoT data: With applications to Reefer Container Monitoring 17

Missing Value Imputation for IoT data: With Applications to ...

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17th international conference on COMmunication systems and NETworkS, COMSNETS 2025

作者： Bagchi, Sourav Jenamani, Mamata Routray, Aurobinda Indian Institute of Technology Kharagpur Kharagpur India Indian Institute of Technology Kharagpur Kharagpur India

ISBN: (纸本)9798331531195

This research presents adaptive imputation methods for handling missing Internet of Things (IoT) data, specifically in reefer container monitoring. It proposes an enhanced Vector Auto-Regressive (VAR) model for real-time adaptability, a two-stage framework to address non-stationary data, a time-varying kernel-based weighting scheme to consider time-varying dependencies among variables, and a modified Variational Autoencoder (VAE) to further improve imputation accuracy for noisy training data. Validated on real-world datasets, these models demonstrate superior performance, operational efficiency, and decision-making capability, paving the way for efficient edge deployment in IoT enabled cold chain monitoring systems. © 2025 ieee.

关键词： Metadata

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Lightweight security Mechanism for IoT applications using Substitution-Box 4

Lightweight security Mechanism for IoT Applications using Su...

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4th ieee international conference on Artificial Intelligence in Cybersecurity, ICAIC 2025

作者： Hanif, Fozia Shams, Rehan Waheed, Urooj University of Karachi Department of Mathematics Karachi Pakistan Sir Syed University of Engineering and Technology Karachi Department of Telecommunication Pakistan DHA Suffa University Karachi Department of Computer Science Pakistan

ISBN: (纸本)9798331518882

In recent times the use of small computing devices for gathering information from the real world is increasing day by day. The devices like wireless sensors, RIFD tags, embedded devices and IoT devices are required to transmit huge amounts of confidential data for monitoring and controlling. IoT applications have now become an important factor across various industries. That is why the security of IoT device is always been an important issue, because they transmit private and sensitive data. For handling the security issue cryptography is one the way for handling the security issues of IoT devices but sometimes cryptographic algorithms are cracked and as well as very costly. Lightweight cryptography requires less memory and less computational cost. Substitution box is a very useful concept in generating the lightweight cryptographic algorithm that provide robust security in the process of encryption. This study produces lightweight cryptographic encryption and decryption algorithm with the help of substitution boxes. The provided scheme not only provides the encryption procedure but also generating a flexible key structure which enhances the security for IoT devices where lightweight image encryption is crucial. The provided technique will be beneficial for those places where confidential public data has to be secured. The aim of this paper is to recommend effective original and straightforward techniques of encryption and decryption by using the substitution box. Experimental results show the efficiency of the suggested technique in terms of execution time and throughput. © 2025 ieee.

关键词： Encryption algorithms

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Design and Implementation of a Mobile Infant Care Monitoring System Based on Virtual Simulation Technology of Computer Service Programs

Design and Implementation of a Mobile Infant Care Monitoring...

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2024 international conference Optoelectronic Information and Optical Engineering, OIOE 2024

作者： Jun, Guobin School of Children's Welfare Changchun Humanities and Sciences College Changchun China

ISBN: (数字)9781510688209

ISBN: (纸本)9781510688193

With the changes in modern families and the needs of infants, traditional parenting methods are no longer able to meet the needs of parents. In order to provide a more advanced and convenient parenting method, this study designed and implemented a mobile parenting monitoring system based on virtual simulation technology of computer service programs. This system utilized virtual simulation technology, combined with mobile devices and cloud computing technology, to provide real-time remote monitoring and intelligent childcare services, providing greater convenience for parents and comprehensive care for infants. The real-time monitoring range of the mobile childcare monitoring system designed in this article was expanded to 100 meters compared to the traditional one, with the number of cameras increasing from 1 to 4, and the storage capacity also expanding to 50GB. The feasibility of the system also had advantages in terms of technical proficiency, economic cost, time cost, market competitiveness, and operational difficulty. The average score in terms of system stability was 85.71, which was also much higher than traditional childcare monitoring systems. The mobile childcare monitoring system designed in this article was significantly superior to traditional childcare monitoring systems and had broad application prospects. © 2025 SPIE.

关键词： Mobile applications

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MERGERS: Multi-Access Edge Resource Governance for real-time SaaS systems 38

MERGERS: Multi-Access Edge Resource Governance for Real-Time...

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38th international conference on VLSI Design, VLSID 2025

作者： Bhattacharya, Aakashjit Sarkar, Arnab Banerjee, Ansuman ATDC IIT Kharagpur India ACMU ISI Kolkata India

ISBN: (纸本)9798331522445

The Multi-access Edge computation (MEC) paradigm is being regarded as a viable alternative for handling data and computation requirements of complex real-time and safety-critical applications in upcoming IoT systems. This paper presents a resource arbitration technique called MERGERS that utilizes a central adaptive orchestrator called Resource Arbiter (RA), to dynamically allocate real-time service requests among heterogeneous MEC servers of a 5G MEC Software-as-a-Service (SaaS) provider. The objective of MERGERS is to maximize overall resource utilization of the given set of MEC servers through efficient load balancing. The approach partitions time into uniform intervals known as epochs. At the start of each epoch, RA takes into account the computational, storage, and deadline requirements of new client requests received in the previous epoch. It then uses a strict admission control policy to assign the new requests to suitable MEC edge servers, while ensuring that the hard real-time requirements of already scheduled tasks are not compromised. A newly arrived request is rejected if it's inclusion in the system can lead to deadline misses. Experimental results show MERGERS is able to achieve high task acceptance rates over a variety of simulation scenarios. © 2025 ieee.

关键词： Software as a service (SaaS)

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A 0.36nW, 820μm2, 32kHz Conduction-Angle-Adaptive Crystal Oscillator in 28nm CMOS for real-time Clock applications 72

A 0.36nW, 820μm2, 32kHz Conduction-Angle-Adaptive Crystal O...

引用

72nd ieee international Solid-State Circuits conference, ISSCC 2025

作者： Wang, Peng Wang, Manyu Dai, Guangnan Cao, Yujia Pan, Sining Zhang, Yihan Hong Kong University of Science and Technology Hong Kong Tsinghua University Beijing China

ISBN: (纸本)9798331541019

32.768kHz (32kHz) crystal oscillators (XOs) are widely used in real-time clocks (RTC) embedded in various electronic systems. Their performance is critical in battery-powered Internet-of-Things (IoT) sensor nodes when serving as wake-up timers. Extending the battery life requires an ultra-low-power (ULP) XO, as it must stay always-on. It also requires good frequency stability;otherwise, the system has to extend its communication guard times for synchronization, in which power-hungry transceivers need to stay active, leading to extra waste in power [1]. These demands have motivated much recent research to seek alternatives to the classic inverter-based Pierce oscillator, which is simple in design but typically consumes 10 to 100nW of power [2-5]. Pulse-injection XOs (PIXOs) are popular due to their sub-nW power consumption. Their power reduction comes from using a tiny conduction angle in the form of short pulses for Class-C-like operations. However, positioning current injections to the optimum timing typically requires generating an accurate delay, making pulse generators area-consuming [6-10]. Moreover, these methods cannot initiate the oscillation, as the zero-crossing instants, which are the starting times of the delay, are only available once an oscillation is present. These PIXOs, hence, need to embed separate start-up circuits to build up the initial oscillation, necessitating extra control logic and facing robustness challenges under accidental but strong interferences. A compact and easy-to-use ULP XO remains in demand from the cost-sensitive IoT market. © 2025 ieee.

关键词： Crystal oscillators

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A Decentralized Agent-Based Model for Crisis Events Using embedded systems 22nd

A Decentralized Agent-Based Model for Crisis Events Using E...

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22nd international conference on Practical applications of Agents and Multi-Agent systems, PAAMS 2024

作者： Lazarin, Nilson Mori Alexandre, Tielle de Paiva, Magaywer Moreira Pantoja, Carlos Eduardo Viterbo, Jose Bernardini, Flavia RJ Niterói Brazil RJ Rio de Janeiro Brazil

ISBN: (纸本)9783031704147

Multi-agent systems (MAS) applied to embedded systems enable cognitive agents to act in the physical world. However, the application of these systems has been little explored to automate communication during crisis events. With this approach, it would be possible to help collect real-time data and deploy rescue forces in risky locations. This paper describes a decentralized, proactive, and agent-based communication model. To validate the proposal, we applied our approach to a physical prototype of smart city devices. In this scenario, we include the interaction of different MAS in a simulation’s flood scenario. The results show the architecture’s effectiveness in collecting real-time data, providing a reliable, low-cost way to integrate citizens and governments during crises. The architecture is a promising approach for crisis management applications that takes advantage of the autonomous behavior of agents in MAS, improving the obtaining of subsidies to feed systems in smart cities and assisting decision-making. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2025.

关键词： Multi agent systems

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real-time detection of road hazards for autonomous vehicle systems 6

Real-time detection of road hazards for autonomous vehicle s...

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6th ieee international conference on Image Processing, applications and systems, IPAS 2025

作者： Szabo, Mate Andras Keszler, Anita Tizedes, Laszlo HUN-REN SZTAKI Machine Perception Research Lab. Budapest Hungary

ISBN: (纸本)9798331506520

Automated detection of road hazards such as speed bumps, has become an important area of research due to its potential to improve road safety in autonomous driving. Various techniques have been introduced to detect these hazards using camera vision and artificial intelligence-based image processing methods. However, estimating their distance is still challenging. To address this problem and to satisfy the requirement for real-time on-board data processing, the proposed system has the following properties: (1) high-accuracy road hazard detection by analyzing mono-images and videos with a re-trained YOLO neural network;(2) precise distance measurement utilizing a LiDAR;and (3) efficient local data processing using ROS, implemented on an NVIDIA Jetson AGX Xavier. An important contribution of this paper is introducing multiple classes of road hazards when training the network, instead of only focusing on speed bumps and potholes. Furthermore we have analyzed different LiDAR technologies (standard rotating and non-repetitive circular scanning) to evaluate and compare their precision and to demonstrate that our method can be successfully applied regardless of the scanning pattern of the LiDAR. © 2025 ieee.

关键词： Gluing

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Proceedings of the ASME international Design Engineering Technical conferences and Computers and Information in Engineering conferences -DETC2005: ASME/ieee international conference on Mechatronic and embedded systems and applications. Design for Manufacturing and the Life Cycle conference. 18th Reliability, Stress Analysis and Failure Prevention conference

Proceedings of the ASME International Design Engineering Tec...

引用

DETC2005: ASME international Design Engineering Technical conferences and Computers and Information in Engineering conference

ISBN: (纸本)0791847411

The proceedings contain 79 papers. The topics discussed include: design of a bistable compliant locking mechanism for new generation mirror actuators;a novel design of a brushless DC motor integrated with an embedded planetary gear train;a runtime support environment for mobile agents;digitally controlled optimal self-calibration for a laser-photodiode array based vehicle detection system;a scheduling algorithm of time-triggered period tasks for distributed embedded system;distributed modeling and framework for collaborative embedded system design;an embedded system to be applied to neural network predictive control in an electric arc furnace;and model-driven programmable logic controller design and FPGA-based hardware.

关键词： Actuators

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Next-Generation embedded systems with Synergies VLSI with Deep Learning: Design Methodologies, Optimization Techniques, and real-World applications

Next-Generation Embedded Systems with Synergies VLSI with De...

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2025 ieee international Students' conference on Electrical, Electronics and Computer Science, SCEECS 2025

作者： Kalarani, G. Mohanapriya, M. Pattunnarajam, P. Sasikala, G. Sivakumar, J. Suresh, M. Jaya Engineering College Department of Electronics and Instrumentation Engineering Tamil Nadu Chennai India Srm Valliammai Engineering College Department of Computer Science and Engineering Tamil Nadu Chennai India Sri Venkateswara College of Engineering Department of Ece Tamil Nadu Sriperumbudur India Vel Tech Rangarajan Dr. Sagunthala R&d Institute of Science and Technology Department of Ece Tamil Nadu Chennai India St. Joseph's College of Engineering Department of Electronics and Communication Engineering Tamil Nadu Chennai India R.M.D. Engineering College Department of Mathematics Tamil Nadu Thiruvallur India

ISBN: (纸本)9798331529833

New generation of embedded systems with superior intelligence, energy efficiency, and performance have emerged as a result of the merging of deep learning with Very-Large-Scale Integration (VLSI) technology. Methodologies for design, optimisation strategies, and practical uses of next-generation embedded systems are the foci of this study, which investigates the ways in which VLSI and deep learning might work together. These systems have the potential to transform several industries, such as transportation, medicine, robotics, and the IoT, by harnessing the processing power of deep neural networks with the improvements in semiconductor fabrication. Prior to delving into the advantages of bespoke hardware design for deep learning inference and training, we trace the history of very large scale integration (VLSI) technology and its incorporation with deep learning algorithms. Investigated here are the design techniques that, when applied to very large scale integration (VLSI) architectures like FPGAs and ASICs, allow for the efficient mapping of deep learning models onto these devices. We show case studies that show how these methods work and talk about the trade-offs between performance, power consumption, and adaptability. The development of next-generation embedded systems relies heavily on optimisation approaches. Model compression, quantisation, and pruning are some of the optimisation strategies that we examine;they lessen the memory and computational demands of deep learning models without drastically altering their accuracy. For embedded devices with limited resources, these methods are crucial for implementing deep learning models. Additionally, we explore the practical uses of embedded systems augmented with VLSI and deep learning. By capitalising on the complementary strengths of VLSI and deep learning, applications like autonomous driving, medical imaging, and smart home automation are revolutionising entire industries. In this paper, we examine the design

关键词： Integrated circuit design

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Design of Low Power 4-Bit Adder for DSP applications Using Custom 45nm Technology CMOS Standard Cell Design 3

Design of Low Power 4-Bit Adder for DSP Applications Using C...

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3rd international conference on Intelligent and Innovative Technologies in computing, Electrical and Electronics, IITCEE 2025

作者： Bharadwaj, Abhi A. Arvind, R. Patel, Daksh Pankaj Shirur, Yasha Jyothi M. Bnm Institue of Technology of Organization Bengaluru India

ISBN: (纸本)9798331515911

The increasing demand for energy-efficient digital circuits in resource-constrained environments like mobile devices has driven the need for optimized low-power designs. This research focuses on the design of a 4-bit Ripple Carry Adder (RCA) tailored for Digital Signal Processing (DSP) applications. Using 45nm technology, the goal is to minimize the consumption of power while ensuring high performance. This design addresses static and dynamic power concerns by leveraging custom standard cell design and advanced low-power techniques like Sleepy CMOS Sleepy Stack (SC-SS) and the Forced Stack Technique (FST). The challenge is optimizing the RCA's design to minimize power consumption while maintaining high operational speed, enabling integration into embedded DSP systems in resource-constrained environments such as mobile devices. © 2025 ieee.

关键词： CMOS integrated circuits

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