An LSTM-based Fleet Formation Recognition Algorithm

被引：0
|
作者：
Lin, Zhaochen [1 ]
Zhang, Xinran [1 ]
Mao, Ning [1 ]
Ile, Fenghua [1 ]
机构：
[1] Harbin Inst Technol, Harbin 150001, Peoples R China
来源：
2021 PROCEEDINGS OF THE 40TH CHINESE CONTROL CONFERENCE (CCC) | 2021年
关键词：
Fleet Formation; Formation Recognition; LSTM;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, a fleet formation recognition problem is investigated in which a team of ships cooperate to carry out a mission. First, the ship motion model is established and the corresponding fleet formation dataset is generated. Then, a formation recognition algorithm based on Long Short-Term Memory(LSTM) network is proposed. Finally, simulation experimental results show the effectiveness of the proposed algorithm.
引用
收藏
页码：8565 / 8569
页数：5
相关论文
共 50 条
  • [21] Hierarchical Cooperative LSTM-Based Spectrum Sensing
    Janu, Dimpal
    Singh, Kuldeep
    Kumar, Sandeep
    Mandia, Sandeep
    IEEE COMMUNICATIONS LETTERS, 2023, 27 (03) : 866 - 870
  • [22] LSTM-Based Framework for the Synthesis of Original Soundtracks
    Huo, Yuanzhi
    Jin, Mengjie
    You, Sicong
    IEEE ACCESS, 2024, 12 : 33832 - 33842
  • [23] LSTM-Based Recommendation Approach for Interaction Records
    Zhou, Yan
    Ushiama, Taketoshi
    PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON UBIQUITOUS INFORMATION MANAGEMENT AND COMMUNICATION (IMCOM) 2019, 2019, 935 : 950 - 962
  • [24] Contribution of recurrent connectionist language models in improving LSTM-based Arabic text recognition in videos
    Yousfi, Sonia
    Berrani, Sid-Ahmed
    Garcia, Christophe
    PATTERN RECOGNITION, 2017, 64 : 245 - 254
  • [25] Virtual Crowds: An LSTM-Based Framework for Crowd Simulation
    Bisagno, Niccolo
    Garau, Nicola
    Montagner, Andrea
    Conci, Nicola
    IMAGE ANALYSIS AND PROCESSING - ICIAP 2019, PT I, 2019, 11751 : 117 - 127
  • [26] Taxi Demand Prediction with LSTM-based Combination Model
    Lai, Yongxuan
    Zhang, Kaixin
    Lin, Junqiang
    Yang, Fan
    Fan, Yi
    2019 IEEE INTL CONF ON PARALLEL & DISTRIBUTED PROCESSING WITH APPLICATIONS, BIG DATA & CLOUD COMPUTING, SUSTAINABLE COMPUTING & COMMUNICATIONS, SOCIAL COMPUTING & NETWORKING (ISPA/BDCLOUD/SOCIALCOM/SUSTAINCOM 2019), 2019, : 944 - 950
  • [27] LSTM-based Viewport Prediction for Immersive Video Systems
    Manfredi, Gioacchino
    Racanelli, Vito Andrea
    De Cicco, Luca
    Mascolo, Saverio
    2023 21ST MEDITERRANEAN COMMUNICATION AND COMPUTER NETWORKING CONFERENCE, MEDCOMNET, 2023, : 49 - 52
  • [28] LSTM-based traffic flow prediction with missing data
    Tian, Yan
    Zhang, Kaili
    Li, Jianyuan
    Lin, Xianxuan
    Yang, Bailin
    NEUROCOMPUTING, 2018, 318 : 297 - 305
  • [29] LSTM-Based Coherent Mortality Forecasting for Developing Countries
    Garrido, Jose
    Shang, Yuxiang
    Xu, Ran
    RISKS, 2024, 12 (02)
  • [30] LSTM-based Service Migration for Pervasive Cloud Computing
    Jing, Haifeng
    Zhang, Yafei
    Zhou, Jiehan
    Zhang, Weishan
    Liu, Xin
    Min, Guizhi
    Zhang, Zhanmin
    IEEE 2018 INTERNATIONAL CONGRESS ON CYBERMATICS / 2018 IEEE CONFERENCES ON INTERNET OF THINGS, GREEN COMPUTING AND COMMUNICATIONS, CYBER, PHYSICAL AND SOCIAL COMPUTING, SMART DATA, BLOCKCHAIN, COMPUTER AND INFORMATION TECHNOLOGY, 2018, : 1835 - 1840
12345