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Nonlinearity modeling for online estimation of industrial cooling fan speed subject to model uncertainties and state-dependent measurement noise
Published 2024-12-01“…This article presents an online speed estimation method for cooling fans in resource-limited embedded systems, considering modeling uncertainties and measurement noise. …”
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Developing a TinyML Image Classifier in an Hour
Published 2024-01-01“…., accuracy) and embedded systems (e.g., memory footprint, latency, and energy consumption). …”
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Evaluation of Machine Learning Algorithms for NB-IoT Module Energy Consumption Estimation Based on Radio Channel Quality
Published 2025-01-01“…Using these features, we tested 11 machine learning models for energy consumption estimation, assessing their performance and memory footprint, both of which are critical factors for resource-constrained embedded systems. Our best models achieved up to 93.8% of fit with measured values, with memory footprints below 100 KB, some as low as 3 KB. …”
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Formal Verification Method for Configuration of Integrated Modular Avionics System Using MARTE
Published 2018-01-01“…In this paper, we focus on modelling and verification of configuration information of IMA/ARINC653 system based on MARTE (Modelling and Analysis for Real-time and Embedded Systems). Firstly, we define semantic mapping from key concepts of configuration (such as modules, partitions, memory, process, and communications) to components of MARTE element and propose a method for model transformation between XML-formatted configuration information and MARTE models. …”
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Noncontact Palm Vein ROI Extraction Based on Improved Lightweight HRnet in Complex Backgrounds
Published 2024-01-01“…To reduce the computation time and model size for ultimate deploying in low-cost embedded systems, this improved HRnet was designed to be lightweight by reconstructing the residual block structure and adopting depth-separable convolution, which greatly reduced the model size and improved the inference speed of network forward propagation. …”
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Model of an automated control system for the positioning of radio signal transmission/reception devices
Published 2024-11-01“…The objective of this research is to develop automated antenna positioning systems using embedded systems. This article provides an example of the system's operation, where the controller performs antenna positioning tasks with high accuracy for directional antennas, such as Yagi–Uda antennas, ensuring that the azimuth position control error does not exceed 15 degrees. …”
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Designing an internet of things laboratory to improve student understanding of secure IoT systems
Published 2024-01-01“…We describe our design for an embedded systems course taught at the graduate level for engineering and computer science students. …”
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129
Neural network quantification for solar radiation prediction: An approach for low power devices
Published 2025-01-01“…However, the proliferation of low-power smart devices, such as embedded systems and mobile devices, necessitates exploring methodologies for implementing ANN on systems with limited computational resources. …”
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130
Design of generic vedic ALU using reversible logic
Published 2025-04-01“…The proposed Generic low-power Vedic ALU using reversible logic opens up new opportunities for energy-efficient computing applications, such as portable devices, embedded systems, and Internet of Things (IoT) devices. …”
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Progressive Bitwidth Assignment Approaches for Efficient Capsule Networks Quantization
Published 2025-01-01“…By using progressive bitwidth assignment and post-training quantization, this work optimizes CapsNets for efficient, real-time visual processing on resource-constrained edge devices, enabling applications in IoT, mobile platforms, and embedded systems.…”
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The Recent Technologies to Curb the Second-Wave of COVID-19 Pandemic
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