Mitigating multi-path error by neural network

被引:0
|
作者
Lopes, Roberto V. F.
Carrara, Vlademir
Enderle, Werner
Arbinger, Christian
机构
[1] INPE - Natl. Inst. for Space Res., C.P. 515, 12201-970 Sao Jose dos Campos, SP, Brazil
[2] DLR - German Space Operations Center, Münchner Strasse 20, D-82234 Oberpfaffenhofen, Germany
来源
关键词
D O I
暂无
中图分类号
学科分类号
摘要
This paper presents a neural network approach for calibration of multi-path delay in GPS-based spacecraft attitude determination. Mitigating the multi-path error represents an important step towards a precise and autonomous LEO spacecraft navigation and control. The INPE and DLR cooperation activities in this direction are overviewed. The algorithm validation by a ground experiment at DLR is specially addressed. Results are presented from digital simulation based on an empirical model using series of spherical harmonics.
引用
收藏
页码:1639 / 1650
相关论文
共 50 条
  • [41] A deep neural network model for link failure identification in multi-path ROADM based networks
    Shimizu, Denis Y.
    Mayer, Kayol S.
    Soares, Jonathan A.
    Arantes, Dalton S.
    2020 PHOTONICS NORTH (PN), 2020,
  • [42] Research on multi-path quadratic convolutional neural network-based bearing fault diagnosis
    Ji, Yingying
    Gao, Jun
    Shao, Xing
    Wang, Cuixiang
    INSIGHT, 2024, 66 (12) : 758 - 766
  • [43] Road Network Extraction Using Multi-path Cascade Convolution Neural Network from Remote Sensing Images
    Dhanashri Patil
    Sangeeta Jadhav
    Journal of the Indian Society of Remote Sensing, 2024, 52 : 525 - 541
  • [44] ARTIFICIAL NEURAL NETWORK MODELING APPROACH TO POWER-LINE COMMUNICATION MULTI-PATH CHANNEL
    Ma, Yong-tao
    Liu, Kai-hua
    Guo, Yi-na
    2008 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS AND SIGNAL PROCESSING, VOLS 1 AND 2, 2007, : 229 - +
  • [45] Road Network Extraction Using Multi-path Cascade Convolution Neural Network from Remote Sensing Images
    Patil, Dhanashri
    Jadhav, Sangeeta
    JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2024, 52 (03) : 525 - 541
  • [46] Research for Multi-path Transmission and Network Coding in Wireless Sensor Network
    Xia, Zhuoqun
    Liu, Chao
    Zhu, Xuehan
    Liu, Pinchao
    Xie, Litong
    MATERIALS SCIENCE AND INFORMATION TECHNOLOGY, PTS 1-8, 2012, 433-440 : 4635 - 4639
  • [47] DancerFly: An Order-Aware Network-on-Chip Router On-the-Fly Mitigating Multi-path Packet Reordering
    Jin, Kang
    Dong, Dezun
    Li, Cunlu
    Huang, Libo
    Ma, Sheng
    Fu, Binzhang
    INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2020, 48 (04) : 730 - 749
  • [48] DancerFly: An Order-Aware Network-on-Chip Router On-the-Fly Mitigating Multi-path Packet Reordering
    Kang Jin
    Dezun Dong
    Cunlu Li
    Libo Huang
    Sheng Ma
    Binzhang Fu
    International Journal of Parallel Programming, 2020, 48 : 730 - 749
  • [49] Multi-path matroids
    Bonin, Joseph E.
    Gimenez, Omer
    COMBINATORICS PROBABILITY & COMPUTING, 2007, 16 (02): : 193 - 217
  • [50] PERM: Neural Adaptive Video Streaming with Multi-path Transmission
    Guan, Yushuo
    Zhang, Yuanxing
    Wang, Bingxuan
    Bian, Kaigui
    Xiong, Xiaoliang
    Song, Lingyang
    IEEE INFOCOM 2020 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS, 2020, : 1103 - 1112