To contextualize the simulation scenarios, we define a cyber threat model wherein the adversary is assumed to possess partial knowledge of the network topology and access to selected bus-level telemetry data through compromised IoT sensors or…
Category: Engineering
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Research on the type and expansion mechanism of internal cracks in rocks under the action of PDC
Experimental setups
To investigate the crack extension pattern inside the rock under the action of PDC, a series of rock linear cutting tests were conducted on a custom-designed experimental platform (as shown in Fig. 1). As illustrated in the…
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Combination of machine learning and Raman spectroscopy for prediction of drug release in targeted drug delivery formulations
This section outlines the comprehensive approach employed to model and predict the release behavior of the target variable using a dataset comprising 155 data points as reported previously7,12. The dataset can be accessed from the GitHub link: (
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A homotopy estimation based temporal-spatial spectrum prediction for UAV communications with arbitrary flight paths
This section will present the estimation of \({\bf A}\) and \({\bf O}\) using the MOHT, and then predict the spectrum based on the HMM.
Estimation of \({\bf A}\)
A communication system with a base station usually has more…
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Integrated deep learning framework for driver distraction detection and real-time road object recognition in advanced driver assistance systems
In this research, we proposed a deep learning-based integrated system to detect driver distractions and road object recognition. In this section, we discuss data requirements, model configurations, integration strategies, and deployment plans…
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An improved observer design approach for autonomous vehicles using error-based ultra-local model
This section outlines the main design steps of the combined observer algorithm for the vehicle-oriented problem, specifically focusing on the estimation of lateral velocity.
Determination of the nominal model
As indicated in the description of the…
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Long-distance target localization optimization algorithm based on single robot moving path planning
Figure 1 Positioning schematic diagram of LTLO.
As shown in Fig. 1, a single mobile robot equipped with an IMU, camera, GPS, and other modules localizes a distant target within a movable area. To achieve efficient data acquisition, this paper…
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Integrated MPPT and bidirectional DC DC converter with reduced switch multilevel inverters for electric vehicles applications
PV system modelling
An equivalent circuit of PV panel includes of a series resistor \({R}_{s}\), a shunt resistor \({R}_{sh}\), a current source \({I}_{ph}\) and a diode D as illustrated in Fig. 2. Each PV cell, which together contribute the PV…
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Improved model MASW YOLO for small target detection in UAV images based on YOLOv8
Datasets
The experiment under consideration is trained using the VisDrone201936 dataset, the object types and size distributions of which are illustrated in Fig. 5.
Fig. 5 Source: The figure is a graph of the results of our own training with the…
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Research on the digital transaction model of the sports industry chain based on blockchain technology
Dataset
The UEFA Financial Fair Play Dataset39 contains financial data for football clubs participating in UEFA competitions. The dataset includes a variety of financial metrics, such as revenue, operating expenses, player wages, and transfer…
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