CRAWDAD
The "RF Jamming Dataset for Vehicular Wireless Networks" presents a comprehensive collection of data used in the research paper titled "RF Jamming Classification Using Relative Speed Estimation in Vehicular Wireless Networks." This dataset comprises diverse scenarios of RF jamming attacks and interference in Vehicular Ad-hoc Networks (VANETs), along with corresponding ground truth labels. The dataset is designed to support the evaluation and development of detection algorithms for RF jamming attacks in VANETs.
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1431 Views
A hybrid control algorithm, which combines channel selection and transmission power control for Sub-1GHz wireless sensor network systems, is proposed in this paper. By measuring and evaluating the status of candidate channels, the hybrid control algorithm can identify a channel with minimal interference for transmission. Moreover, by analyzing link quality estimators and employing a fuzzy controller, the system can adaptively adjust transmission power based on the surrounding environment of nodes. Unstable frequencies can be avoided through frequency hopping, either.
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303 Views
The dataset contained walking data of 41 volunteers, including 20 women and 21 men. Each volunteer walked on asphalt and SLATE roads for six times, each time for less than one minute. In addition, the dataset also included gait data on stairs and stairs. The data acquisition frequency is 100HZ, and a total of four sensors are used to collect data. The sensor numbered 001 is located on the left knee, the sensor numbered 001 is located on the right wrist, the sensor numbered 003 is located on the left ankle, and the sensor 004 is located on the back of the waist.
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254 Views
With the rapid increase in demand for fresh products, cold chain logistics has become an important mode of transportation. Logistics enterprises are faced with the problem of cost control and improvement of customer satisfaction. In light of this, we present a bi-objective optimization vehicle routing problem model in cold chain logistics, which aims to reduce the total costs and improve customer satisfaction.
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173 Views
This dataset is associated with TODOS: Thermal sensOr Data-driven Occupancy Estimation System for Smart Buildings. It is a novel system for estimating occupancy in intelligent buildings, TODOS uses a low-cost, low-power thermal sensor array along with a passive infrared sensor. We introduce a novel data processing pipeline that allows us to automatically extract features from the thermal images using an artificial neural network. Through an extensive experimental evaluation, we show that TODOS provides occupancy detection accuracy of 98% to 100% under different scenarios.
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757 Views
In communication and networking research, obtaining large, real-world datasets related to the physical layer has always been challenging, especially in IoT and Health IoT. In particular, there is a significant interest in datasets that help characterize physical layer properties without interferences from any other communications signals.
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585 Views
A microsecond pulse power module (MPPM) conversion system with high performance is proposed in this manuscript (TPEL-Reg-2023-05-1116) for low-voltage lithium battery-powered portable DBD plasma source devices. High performance is not only reflected in the proposed MPPM has excellent driving performance for small DBD electrode discharge, but also reflected in the optimization of the system volume parameters.
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221 Views
We propose a coupled physics-driven and data-driven algorithm to improve standard deep learning workflow. In order to evaluate the proposed method, a 2.5D geological model including dip, fault and anisotropic formation is considered. Comparing the inversion imaging performance of the proposed physics-driven method with the traditional classical residual network (Resnet), it shows a significant improvement in resistivity accuracy.
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184 Views
600 sets of routes from different origin/destination pairs from London
This dataset contains 600 sets of routes from different origin/destination pairs. Each route has information about trip duration, route length, traffic, criminality, accidents, nature and tourist attractions nearby. The routes were calculated by HERE Maps, along with duration estimates, criminality and accidents were acquired from the UK Government open data website, and nature and tourist attractions were downloaded from OpenStreetMap.
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877 Views
Room-level occupancy data for thermal and vibration sensing systems, along with their two late fusion schemes, to control HVAC systems.
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225 Views