Skip to main content

2015 | OriginalPaper | Buchkapitel

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

verfasst von : Linyang Li, Zhiping Lu, Lihui Fan, Jian Li

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

Verlag: Springer Berlin Heidelberg

Aktivieren Sie unsere intelligente Suche um passende Fachinhalte oder Patente zu finden.

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.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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!

Literatur
2.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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
Metadaten
Titel
Research on the Architecture of Cloud GNSS Based on Hadoop
verfasst von
Linyang Li
Zhiping Lu
Lihui Fan
Jian Li
Copyright-Jahr
2015
Verlag
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-662-46632-2_62

    Premium Partner