Ionogram scaling using Hidden Markov Models
| buir.contributor.orcid | Arıkan, Orhan|0000-0002-3698-8888 | |
| dc.contributor.author | Gök, Gökhan | en_US |
| dc.contributor.author | Alp, Y. K. | en_US |
| dc.contributor.author | Arıkan, Orhan | en_US |
| dc.contributor.author | Arikan, F. | en_US |
| dc.coverage.spatial | Izmir, Turkey | en_US |
| dc.date.accessioned | 2019-02-21T16:05:06Z | en_US |
| dc.date.available | 2019-02-21T16:05:06Z | en_US |
| dc.date.issued | 2018 | en_US |
| dc.department | Department of Electrical and Electronics Engineering | en_US |
| dc.description | Date of Conference: 2-5 May 2018 | en_US |
| dc.description.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. | en_US |
| dc.description.provenance | Made available in DSpace on 2019-02-21T16:05:06Z (GMT). No. of bitstreams: 1 Bilkent-research-paper.pdf: 222869 bytes, checksum: 842af2b9bd649e7f548593affdbafbb3 (MD5) Previous issue date: 2018 | en |
| dc.identifier.doi | 10.1109/SIU.2018.8404620 | en_US |
| dc.identifier.isbn | 9781538615010 | en_US |
| dc.identifier.uri | http://hdl.handle.net/11693/50231 | en_US |
| dc.language.iso | Turkish | en_US |
| dc.publisher | Institute of Electrical and Electronics Engineers | en_US |
| dc.relation.isversionof | https://doi.org/10.1109/SIU.2018.8404620 | en_US |
| dc.source.title | 2018 26th Signal Processing and Communications Applications Conference (SIU) | en_US |
| dc.subject | Electron density re-consturction | en_US |
| dc.subject | Hidden Markov Models | en_US |
| dc.subject | Ionogram scaling | en_US |
| dc.subject | Ionosonde | en_US |
| dc.subject | Model based optimization | en_US |
| dc.subject | Remote sensing | en_US |
| dc.title | Ionogram scaling using Hidden Markov Models | en_US |
| dc.title.alternative | Saklı markov modelleri ile iyonogram ölçeklendirmesi | en_US |
| dc.type | Conference Paper | en_US |
Files
Original bundle
1 - 1 of 1
Loading...
- Name:
- Ionogram_scaling_using_Hidden_Markov_Models.pdf
- Size:
- 3.12 MB
- Format:
- Adobe Portable Document Format
- Description:
- Full printable version