Evolutionary Prediction of Total Electron Content over Cyprus

Created by W.Langdon from gp-bibliography.bib Revision:1.8129

@InProceedings{Agapitos:2010:AIAI,

• author = "Alexandros Agapitos and Andreas Konstantinidis and Haris Haralambous and Harris Papadopoulos",
• title = "Evolutionary Prediction of Total Electron Content over Cyprus",
• booktitle = "6th IFIP Advances in Information and Communication Technology AIAI 2010",
• year = "2010",
• editor = "Harris Papadopoulos and Andreas Andreou and Max Bramer",
• volume = "339",
• series = "IFIP Advances in Information and Communication Technology",
• pages = "387--394",
• address = "Larnaca, Cyprus",
• month = oct # " 6-7",
• publisher = "Springer",
• keywords = "genetic algorithms, genetic programming, Evolutionary Algorithms, Global Positioning System, Total Electron Content",
• DOI = "doi:10.1007/978-3-642-16239-8_50",
• abstract = "Total Electron Content (TEC) is an ionospheric characteristic used to derive the signal delay imposed by the ionosphere on trans-ionospheric links and subsequently overwhelm its negative impact in accurate position determination. In this paper, an Evolutionary Algorithm (EA), and particularly a Genetic Programming (GP) based model is designed. The proposed model is based on the main factors that influence the variability of the predicted parameter on a diurnal, seasonal and long-term time-scale. Experimental results show that the GP-model, which is based on TEC measurements obtained over a period of 11 years, has produced a good approximation of the modeled parameter and can be implemented as a local model to account for the ionospheric imposed error in positioning. The GP-based approach performs better than the existing Neural Network-based approach in several cases.",
• affiliation = "School of Computer Science and Informatics, University College Dublin, Dublin, Ireland",
• notes = "http://www.cs.ucy.ac.cy/aiai2010/",

}

Genetic Programming entries for Alexandros Agapitos Andreas Constantinides Haris Haralambous Harris Papadopoulos

Citations