Skip to main content
Top

2015 | OriginalPaper | Chapter

62. Research on the Architecture of Cloud GNSS Based on Hadoop

Authors : Linyang Li, Zhiping Lu, Lihui Fan, Jian Li

Published in: China Satellite Navigation Conference (CSNC) 2015 Proceedings: Volume III

Publisher: Springer Berlin Heidelberg

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

According to the challenges of storage and computation faced by massive, multi-source and heterogeneous GNSS data, the design objective of cloud GNSS is analyzed, then the architecture of cloud GNSS from infrastructure, data management, service management to application is designed, the deployment model including service management platform, Web server cluster and multiple Hadoop clusters is provided, and its’ characteristics such as strong expansibility, high reliability, loose coupling, are summarized. Cloud GNSS platform is built in the experiment, the storage model of massive GNSS data and the parallel computing model of GNSS network are built, distributed storage, parallel retrieval, sub-network division distributed computing and data publication are achieved. The result shows that the architecture proposed by the paper can be applied in the storage, processing and service publication of large-scale GNSS network.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
2.
go back to reference Li L, Lu Z, Chen Z (2014) Cloud storage model of massive continuous operating reference station system data. J Navig Positioning 2(3):64–70 Li L, Lu Z, Chen Z (2014) Cloud storage model of massive continuous operating reference station system data. J Navig Positioning 2(3):64–70
3.
go back to reference Lian X, Zhengquan XU, Tao W (2014) On the store strategy of small spatio-temporal data files in cloud environment. Geomatics Inf Sci Wuhan Univ 39(10): 1252–1256 Lian X, Zhengquan XU, Tao W (2014) On the store strategy of small spatio-temporal data files in cloud environment. Geomatics Inf Sci Wuhan Univ 39(10): 1252–1256
4.
go back to reference Boomkamp H (2010) Global GPS, reference frame solutions of unlimited size. Adv Space Res 46:136–143CrossRef Boomkamp H (2010) Global GPS, reference frame solutions of unlimited size. Adv Space Res 46:136–143CrossRef
5.
go back to reference Serpelloni E, Casula G, Galvani A, Anzidei M, Baldi P (2006) Data analysis of permanent GPS networks in Italy and surrounding regions: application of a distributed processing approach. Ann Geophys 49(4/5):897–928 Serpelloni E, Casula G, Galvani A, Anzidei M, Baldi P (2006) Data analysis of permanent GPS networks in Italy and surrounding regions: application of a distributed processing approach. Ann Geophys 49(4/5):897–928
6.
go back to reference Schrock GM (2006) On-grid goal: seeking support for high-precision networks. GPS World 17(10):34–40 Schrock GM (2006) On-grid goal: seeking support for high-precision networks. GPS World 17(10):34–40
7.
go back to reference Li J, Li J (2009) A new computing theory model on large-scale CORS. Geomatics Inf Sci Wuhan Univ 34(8):992–995 Li J, Li J (2009) A new computing theory model on large-scale CORS. Geomatics Inf Sci Wuhan Univ 34(8):992–995
8.
go back to reference Lu Z, Chen Z, Cui Y (2013) Distributed processing of large-scale CORS network’s baseline vectors. J Geomatics Sci Technol 30(4):433–438MATH Lu Z, Chen Z, Cui Y (2013) Distributed processing of large-scale CORS network’s baseline vectors. J Geomatics Sci Technol 30(4):433–438MATH
9.
go back to reference Ge M, Gendt G, Rothacher M (2008) Resolution of GPS carrier-phase ambiguities in precise point positioning (PPP) with daily observations. J Geodesy 82(7):389–399CrossRef Ge M, Gendt G, Rothacher M (2008) Resolution of GPS carrier-phase ambiguities in precise point positioning (PPP) with daily observations. J Geodesy 82(7):389–399CrossRef
10.
go back to reference Shi C (2002) Theory and application of the adjustment of large scale high precision GPS network. Surveying and Mapping Press, Beijing Shi C (2002) Theory and application of the adjustment of large scale high precision GPS network. Surveying and Mapping Press, Beijing
11.
go back to reference Ge M, Gendt G (2006) Dick G. A new data processing strategy for huge GNSS global networks 80(4):199–203MATH Ge M, Gendt G (2006) Dick G. A new data processing strategy for huge GNSS global networks 80(4):199–203MATH
12.
go back to reference Blewitt G (2008) Fixed point theorems of GPS carrier phase ambiguity resolution and their application to massive network processing: ambizap. J Geophys Res 113:B12410CrossRef Blewitt G (2008) Fixed point theorems of GPS carrier phase ambiguity resolution and their application to massive network processing: ambizap. J Geophys Res 113:B12410CrossRef
13.
go back to reference Hua C, Jiang W, Ge M (2014) An enhanced strategy for GNSS data processing of massive networks. J Geodesy 88(9):857–867CrossRef Hua C, Jiang W, Ge M (2014) An enhanced strategy for GNSS data processing of massive networks. J Geodesy 88(9):857–867CrossRef
14.
go back to reference Li D, Yao Y, Shao Z (2014) Big data in small city. Geomatics Inf Sci Wuhan Univ 39(6):631–640 Li D, Yao Y, Shao Z (2014) Big data in small city. Geomatics Inf Sci Wuhan Univ 39(6):631–640
Metadata
Title
Research on the Architecture of Cloud GNSS Based on Hadoop
Authors
Linyang Li
Zhiping Lu
Lihui Fan
Jian Li
Copyright Year
2015
Publisher
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-662-46632-2_62

Premium Partner