Artificial neural networks for predicting DGPS carrier phase and pseudorange correction

GPS Solutions

Volumn 12, Issue 4, 2008, Pages 237-247

  Indriyatmoko, Arif ^a   Kang, Taesam ^a   Lee, Young Jae ^a   Jee, Gyu In ^a   Cho, Yong Beom ^a   Kim, Jeongrae ^b  

^a Konkuk University   (South Korea)

^b Hankuk Aviation University   (South Korea)

Author keywords

AR; ARMA; Carrier phase; DGPS; Neural network; Pseudorange

Indexed keywords

ARTIFICIAL INTELLIGENCE; BACKPROPAGATION; CIVIL AVIATION; ELECTRIC FAULT LOCATION; FORECASTING; LIGHTNING; TIME VARYING NETWORKS; VEGETATION;

AR; ARMA; ARTIFICIAL NEURAL NETWORKS; AUTO-REGRESSIVE MOVING AVERAGE; AUTOREGRESSIVE MODELING; CARRIER PHASE; DGPS; DIFFERENTIAL CORRECTION; DIFFERENTIAL-GLOBAL POSITIONING SYSTEM; NEURAL NETWORK; ON-LINE TRAINING; POSITIONING ACCURACIES; PSEUDORANGE; PSEUDORANGE CORRECTION; REAL-TIME PREDICTION; TIME-VARYING;

NEURAL NETWORKS;

ARTIFICIAL NEURAL NETWORK; DGPS; MODELING; PREDICTION;

EID: 49649119765     PISSN: 10805370     EISSN: 15211886     Source Type: Journal    
DOI: 10.1007/s10291-008-0088-x     Document Type: Article

References (10)

1. Bierens HJ (2005) Information criteria and model selection. Pennsylvania State University, Pennsylvania
2. Cholewo T, Zurada M (1997) Sequential network construction for time series prediction. IEEE international joint conference on neural networks. Houston, USA, pp 2034-2039
3. Chon KH, Cohen RJ (1997) Linear and nonlinear ARMA model parameter estimation using an artificial neural network. IEEE Trans Biomed Eng 44(3):168-174
4. Hagan MT, Demuth HB, Beale M (1996) Neural network design. PWS Publishing, MA
5. Jwo DJ, Lee TS, Tseng YW (2004) ARMA neural networks for predicting DGPS pseudorange correction. J Navig 57:275-286
6. Kimoto T, Asakawa K, Yoda M, Takeoka M (1990) Stock market prediction system with modular neural networks. Proceedings of IJCNN-90, USA
7. Ljung L (1999) System Identification theory for the user. Prentice-Hall PTR, New Jersey
8. Sang J, Kubik K, Zhang L (1997) Prediction of DGPS corrections with neural networks. In: Proceedings of the international conference on knowledge-based intelligent electronic systems, Adelaide, pp 355-361
9. Specht DF (1991) A general regression neural network. IEEE Trans Neural Netw 2(6):568-576
10. Voss MS, Feng X (2002) ARMA model selection using particle swarm optimization and AIC criteria. In: 15th triennial world congress, Barcelona