Video semantics-driven resource allocation algorithm in Internet of vehicles by Jiujiu CHEN, Chunyan FENG, Caili GUO, Yang YANG, Qizheng SUN, Meiyi ZHU

“…Aiming at the problem that traditional resource allocation methods will no longer be applicable, with the demand of intelligent computing services such as video semantic understanding in Internet of vehicles, the video semantic driven resource allocation algorithm was studied.First of all, taking the object detection task as an example, a semantic driven resource allocation guidance model for video was proposed and an algorithm for solving model parameters was given.Secondly, an optimization problem of resource allocation driven by video semantics in Internet of vehicles was constructed, which was transformed into a convex problem and solved by convex optimization algorithm.Furthermore, in order to reduce the complexity of the convex optimization algorithm, a resource allocation algorithm based on reinforcement Q learning was proposed.Finally, the performance advantages of the proposed algorithm are verified by simulations.…”
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An Asynchronous Data Transmission Method in Heterogeneous Wireless Networks by Changhao Wang, Shining Li, Bingqi Li, Qianwu Chen

“…With the massive deployment and application of intelligent systems such as smart life, smart medical care, and smart transportation, it is becoming more common for heterogeneous wireless networks such as WiFi, Zigbee, and Bluetooth to coexist in the same physical space. …”
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Electric internet of things security framework and technologies for energy interconnection by Yiying ZHANG, Baoxian ZHOU, Haoyuan PANG, Jinping CAO, Tongjia ZHANG

“…Electric internet of things platform is an important support of energy internet digital innovation service, covering all aspects of power system.There are also many new security problems: how to realize the widely trusted interconnection and reliable perception of the power internet of things, how to realize the intelligent defense and security interaction of the power system, and how to solve the data, application and key security of the power information system.These problems are important tasks to be solved in the current power internet of things.Based on the development of energy internet, the security requirements and characteristics of power internet of things were analyzed.On this basis, the security framework and protection ideas of power internet of things were put forward.Then the key security technologies of the power internet of things and its future development direction were summarized and explained.…”
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Accurate Parameter Estimation for Unbalanced Three-Phase System by Yuan Chen, Hing Cheung So

“…Smart grid is an intelligent power generation and control console in modern electricity networks, where the unbalanced three-phase power system is the commonly used model. …”
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RESEARCH STATUS OF SMART ROLLING BEARING MONITORING METHODS by CHEN JinHai, LI Wei, ZHANG WenYuan, WANG Heng

“…Secondly,the advantages and disadvantages of external smart bearing and embedded intelligent bearing are summarized. It is considered that embedded structure is the main direction of future research of smart bearing. …”
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The Diagnosis of Diabetes Using a Hybrid Algorithm Consisting of the Flower Pollination Algorithm and an Ensemble of a Subset of K-NN Classifiers by Zeinab Hassani, Najmeh Samadiani

“…Since hybrid algorithms have a high ability to predict and diagnose various diseases, this article presents an intelligent approach to the diagnosis of this disease, using a hybrid algorithm of flower pollination and K-nearest neighbor ensemble. …”
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Structure Design and Research of Humanoid Hand based on the Micro Motor Driven by Kou Xiaochen, Zhang Lei, Guo Shaofei

“…In order to realize the integration,intelligent,and lightweight of the humanoid hand,by using the micro motor with the rope combination of turbine disk drive way,the model of finger is made by 3D printer and the hand size is 1: 1,total weight is 300 g. …”
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Analysis on the Ecological Concept of Ternary Interactive Education in Business English Writing by Yuwan Zhang

“…In order to improve the effect of business English writing education, this paper combines intelligent algorithms to study the ecological concept of ternary interactive education in business English writing and jointly identifies interference and source signals. …”
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Model Analysis of Environmental and Economic Impacts of a Microgrid Based on the Optimization Method by Pengxiao Ji

“…Moreover, considering the environmental benefits of the microgrid two-level economic dispatch model, this paper constructs an intelligent analysis model and uses the deep learning algorithm as the system learning algorithm to improve the system data processing capability. …”
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A Fast Identification Method for Seismic Responses of Bridge Structures by Integrating Digital Signal Features and Deep Learning by Zhaoxu Lv, Youliang Ding, Junxiao Guo

“…The short-time energy method is used to intelligently extract the non-smooth segments in the sensor acquired signals, and the short-time Fourier transform, continuous wavelet transform, and Meier frequency cestrum coefficients are used to analyze the spectrum of the non-smooth segments of the response of the bridge structure, and the response feature matrix is extracted and used to classify sequences or images in the LSTM network and the Resnet50 network. …”
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Enhancing cotton irrigation with distributional actor–critic reinforcement learning by Yi Chen, Meiwei Lin, Zhuo Yu, Weihong Sun, Weiguo Fu, Liang He

“…Our research provides a robust framework for intelligent cotton irrigation in the region and offers promising new directions for implementing smart agricultural decision systems across diverse areas.…”
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Quantification of key factors and hazard classification of “coal wall” stability under high-intensity mining by Shaohong YAN, Bo XUE

“…Aiming at the engineering problem of coal wall rib spalling under high-intensity mining that restricts normal mining and intelligent prediction and control, based on the proposed “combined short cantilever beam-articulated rock beam structure”, the geological mining factors and four mining technical factors that affect the stability of the coal wall were put forward. …”
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An Optimization Coverage Strategy for Wireless Sensor Network Nodes Based on Path Loss and False Alarm Probability by Jianing Guo, Yunshan Sun, Ting Liu, Yanqin Li, Teng Fei

“…Based on this perception model, the optimization objective function of the WSN node optimization coverage problem is established, and then the intelligent optimization algorithm is used to solve the objective function and finally achieve the optimization coverage of sensor nodes. …”
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A Novel Control Method for Integer Orders Chaos Systems via Fractional-Order Derivative by Ping Zhou, Fei Kuang

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Editorial: Personality disorders in youth: from early diagnosis to treatment by Tianhong Zhang, Katherine Durham, Paula Yanes-Lukin

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Elastic Optimization for Stragglers in Edge Federated Learning by Khadija Sultana, Khandakar Ahmed, Bruce Gu, Hua Wang

“…To fully exploit enormous data generated by intelligent devices in edge computing, edge federated learning (EFL) is envisioned as a promising solution. …”
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Research on the Quality Properties of Wheat Noodles by Adding Debranched Wheat Starch by LIU Xian-zhi, ZHAN Lin-jie, LI Hong-yan, LI Cai-fu, LI Man, XU Tong-cheng, JI Na, XU Long-zhao

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Microstructure evolution and performance effect of composite carbide (W,Ti)C enhanced Ni-based coatings fabricated by laser cladding by Yang Zhao, Wenqing Shi, Jiang Huang

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Crash Prediction on Expressway Incorporating Traffic Flow Continuity Parameters Based on Machine Learning Approach by Tian Lei, Jia Peng, Xingliang Liu, Qin Luo

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CAD Design for Recycling and Utilization of Waste Packaging from the Perspective of Ecological Criticism by Jia Wen

“…This model is intended to compare and analyze the difference between traditional packaging waste recycling channel and intelligent recycling machine of the internet of things in terms of recycling cost, profit, recovery rate, waste incineration rate, and other aspects. …”
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