Results 1 to 10 of about 10,176,843 (267)
Recurrent Neural Network Based Link Quality Prediction for Fluctuating Low Power Wireless Links [PDF]
Sensors, 2022 One of the main methods for link quality prediction is to predict the physical layer parameters first, and then evaluate the link quality based on the mapping models between such parameters and packet reception ratio (PRR).
Ming Xu +7 more
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A Link Quality Prediction Method for Wireless Sensor Networks Based on XGBoost [PDF]
IEEE Access, 2019 Link quality is an important factor for nodes selecting communication links in wireless sensor networks. Effective link quality prediction helps to select high quality links for communication, so as to improve stability of communication.
Yi Feng, Linlan Liu, Jian Shu
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RVFL-LQP: RVFL-Based Link Quality Prediction of Wireless Sensor Networks in Smart Grid
IEEE Access, 2020 In the application of wireless sensor networks (WSNs) to smart grid, real-time and accurate wireless link quality prediction (LQP) is important to determine which link is reliable enough to undertake the communication task.
Xue Xue +5 more
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Link Prediction Model for Dynamic Graphs [PDF]
Jisuanji kexue yu tansuo, 2022 In the real world, any complex relationships can be represented as graphs, such as communication networks, biological networks, recommendation systems, etc.
TANG Chen, ZHAO Jieyu, YE Xulun, ZHENG Yang, YU Shushi
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Point Cloud-Based Proactive Link Quality Prediction for Millimeter-Wave Communications
IEEE Transactions on Machine Learning in Communications and Networking, 2023 This study demonstrates the feasibility of point cloud-based proactive link quality prediction for millimeter-wave (mmWave) communications. Previous studies have proposed machine learning-based methods to predict received signal strength for future time ...
Shoki Ohta +4 more
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Multicast Routing Protocol Based on Link Lifetime Prediction for High Dynamic FANETs [PDF]
Jisuanji gongcheng, 2021 In order to solve the problem of frequent link disconnections caused by high-speed movement of nodes in Flying Ad-hoc Networks(FANETs),a multicast routing protocol that supports link lifetime prediction and autonomous routing repair is proposed for ...
WANG Yu, WANG Wencan, BAI Li, FAN Jianrui, ZHANG Lijuan, LEI Lei
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A Systematic Analysis of Link Prediction in Complex Network
IEEE Access, 2021 Link mining is an important task in the field of data mining and has numerous applications in informal community. Suppose a real-world complex network, the responsibility of this function is to anticipate those links which are not occurred yet in the ...
Haji Gul +3 more
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Applied Network Science, 2021 Many aspects from real life with bi-relational structure can be modeled as bipartite networks. This modeling allows the use of some standard solutions for prediction and/or recommendation of new relations between objects in such networks.
Maksim Koptelov +3 more
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A link prediction method for MANETs based on fast spatio-temporal feature extraction and LSGANs
Scientific Reports, 2022 Link prediction aims to learn meaningful features from networks to predict the possibility of topology. Most of the existing research on temporal link prediction is mainly aimed at networks with slow topology changes.
Hao Shao +3 more
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Graph Embedding Method Based on Biased Walking for Link Prediction
Mathematics, 2022 Link prediction is an essential and challenging problem in research on complex networks, which can provide research tools and theoretical supports for the formation and evolutionary mechanisms of networks.
Mingshuo Nie, Dongming Chen, Dongqi Wang
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