Ionogram scaling using Hidden Markov Models
Date
2018
Authors
Editor(s)
Advisor
Supervisor
Co-Advisor
Co-Supervisor
Instructor
BUIR Usage Stats
2
views
views
14
downloads
downloads
Citation Stats
Series
Abstract
In this paper, a novel method for electron density reconstruction using ionosonde data is proposed. Proposed technique uses Hidden Markov Models for extracting echoes that provides valuable information about electron density distribution in order to provide input to a model based optimization technique that reconstructs the electron density distribution by solving model parameters. Analysis on real ionosonde data shows that proposed technique outperforms standard techniques in the literature.
Source Title
2018 26th Signal Processing and Communications Applications Conference (SIU)
Publisher
Institute of Electrical and Electronics Engineers
Course
Other identifiers
Book Title
Degree Discipline
Degree Level
Degree Name
Citation
Permalink
Published Version (Please cite this version)
Language
Turkish