Motion trajectory prediction based on a CNN-LSTM sequential model

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Cite
Xie, Guo, et al. “Motion Trajectory Prediction Based on a CNN-LSTM Sequential Model”. Science China Information Sciences, vol. 63, no. 11, 2020, https://doi.org/10.1007/s11432-019-2761-y.
Xie, G., Shangguan, A., Fei, R., Ji, W., Ma, W., & Hei, X. (2020). Motion trajectory prediction based on a CNN-LSTM sequential model. Science China Information Sciences, 63(11). https://doi.org/10.1007/s11432-019-2761-y
Xie, Guo, Anqi Shangguan, Rong Fei, Wenjiang Ji, Weigang Ma, and Xinhong Hei. “Motion Trajectory Prediction Based on a CNN-LSTM Sequential Model”. Science China Information Sciences 63, no. 11 (2020). https://doi.org/10.1007/s11432-019-2761-y.
1.
Xie G, Shangguan A, Fei R, Ji W, Ma W, Hei X. Motion trajectory prediction based on a CNN-LSTM sequential model. Science China Information Sciences. 2020;63(11).
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Electronic computers
Computer science
Science
Mathematics
Instruments and machines
Electronic computers
Computer science
Computer software
Science
Science (General)
Cybernetics
Information theory
Technology
Electrical engineering
Electronics
Nuclear engineering
Electric apparatus and materials
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Refrences
Title Journal Journal Categories Citations Publication Date
10.3233/JIFS-179414 2020
Deep model integrated with data correlation analysis for multiple intermittent faults diagnosis ISA Transactions
  • Technology: Mechanical engineering and machinery
  • Technology: Engineering (General). Civil engineering (General)
  • Science: Mathematics: Instruments and machines
  • Technology: Mechanical engineering and machinery
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Technology: Engineering (General). Civil engineering (General)
 28 2019
10.1109/TVT.2019.2925903 IEEE Transactions on Vehicular Technology
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication
  • Technology: Engineering (General). Civil engineering (General): Transportation engineering
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Technology: Engineering (General). Civil engineering (General)
 2019
Development and path planning of a novel unmanned surface vehicle system and its application to exploitation of Qarhan Salt Lake Science China Information Sciences
  • Science: Science (General): Cybernetics: Information theory
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 6 2019
Challenges and countermeasures of interaction in autonomous vehicles Science China Information Sciences
  • Science: Science (General): Cybernetics: Information theory
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 5 2019
Refrences Analysis
Category Category Repetition
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics9
Science: Mathematics: Instruments and machines: Electronic computers. Computer science8
Technology: Engineering (General). Civil engineering (General)7
Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks7
Technology: Mechanical engineering and machinery6
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware3
Science: Science (General): Cybernetics: Information theory2
Technology: Engineering (General). Civil engineering (General): Transportation engineering2
Science: Science (General)2
Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication2
Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software1
Science: Mathematics: Instruments and machines1
Technology: Electrical engineering. Electronics. Nuclear engineering1
The category Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics 9 is the most frequently represented among the references in this article. It primarily includes studies from Nature and IEEE Transactions on Neural Networks and Learning Systems. The chart below illustrates the number of referenced publications per year.
Refrences used by this article by year
Citations
Title Journal Journal Categories Citations Publication Date
Precise Cutterhead Clogging Detection for Shield Tunneling Machine Based on Deep Residual Networks International Journal of Control, Automation and Systems
  • Technology: Mechanical engineering and machinery
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Technology: Mechanical engineering and machinery
  • Technology: Engineering (General). Civil engineering (General)
 2024
RfGanNet: An efficient rainfall prediction method for India and its clustered regions using RfGan and deep convolutional neural networks Expert Systems with Applications
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Technology: Manufactures: Production management. Operations management
  • Technology: Mechanical engineering and machinery
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Technology: Engineering (General). Civil engineering (General)
 3 2024
TRACE: Transformer-based continuous tracking framework using IoT and MCS Journal of Network and Computer Applications
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 2024
Machine learning for autonomous vehicle's trajectory prediction: A comprehensive survey, challenges, and future research directions Vehicular Communications
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication
  • Technology: Engineering (General). Civil engineering (General): Transportation engineering
  • Technology: Technology (General): Industrial engineering. Management engineering: Information technology
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 2024
Vehicle trajectory prediction and collision warning for lane change conditions Journal of Transportation Safety & Security
  • Social Sciences: Industries. Land use. Labor
  • Social Sciences: Transportation and communications
  • Social Sciences
 2024
Citations Analysis
Category Category Repetition
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics38
Technology: Engineering (General). Civil engineering (General)36
Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks28
Science: Mathematics: Instruments and machines: Electronic computers. Computer science27
Technology: Mechanical engineering and machinery25
Technology: Engineering (General). Civil engineering (General): Transportation engineering10
Science: Physics9
Science: Science (General): Cybernetics: Information theory9
Science: Mathematics: Instruments and machines7
Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication6
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware6
Science: Biology (General)5
Science: Chemistry5
Technology: Chemical technology5
Technology: Technology (General): Industrial engineering. Management engineering: Information technology5
Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software5
Technology: Environmental technology. Sanitary engineering4
Science: Chemistry: General. Including alchemy4
Technology: Technology (General): Industrial engineering. Management engineering4
Technology: Electrical engineering. Electronics. Nuclear engineering: Materials of engineering and construction. Mechanics of materials4
Social Sciences: Transportation and communications4
Geography. Anthropology. Recreation: Environmental sciences3
Science: Biology (General): Ecology3
Technology: Electrical engineering. Electronics. Nuclear engineering3
Social Sciences3
Technology: Manufactures3
Science: Science (General)2
Technology: Hydraulic engineering: River, lake, and water-supply engineering (General)2
Science: Geology2
Medicine: Medicine (General): Computer applications to medicine. Medical informatics2
Technology: Engineering (General). Civil engineering (General): Environmental engineering1
Naval Science1
Technology: Ocean engineering1
Geography. Anthropology. Recreation: Oceanography1
Science: Chemistry: Analytical chemistry1
Technology: Manufactures: Production management. Operations management1
Technology: Engineering (General). Civil engineering (General): Systems engineering1
Technology: Technology (General)1
Social Sciences: Sociology (General)1
Science: Astronomy: Astrophysics1
Technology: Mechanical engineering and machinery: Control engineering systems. Automatic machinery (General)1
Medicine: Public aspects of medicine1
Medicine: Medicine (General): Medical technology1
Medicine: Medicine (General)1
Technology: Technology (General): Industrial engineering. Management engineering: Applied mathematics. Quantitative methods1
Political science: Political institutions and public administration (General)1
Social Sciences: Industries. Land use. Labor1
Science1
Technology1
Agriculture: Forestry1
The category Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics 38 is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled Adaptive boundary control of a vibrating cantilever nanobeam considering small scale effects and was published in 2020. The most recent citation comes from a 2024 study titled Application of CNN-LSTM Model for Vehicle Acceleration Prediction Using Car-following Behavior Data. This article reached its peak citation in 2022, with 26 citations. It has been cited in 53 different journals, 22% of which are open access. Among related journals, the IEEE Transactions on Intelligent Vehicles cited this research the most, with 6 citations. The chart below illustrates the annual citation trends for this article.
Citations used this article by year