Modeling and Forecasting Secondary User Activity Considering Bulk Arrival and Bulk Departure Traffic Model
| dc.citation.ctitle | Proceedings of the 2009 IEEE 70th Vehicular Technology Conference Fall | en_US |
| dc.citation.doi | 10.1109/VETECF.2009.5379052 | en_US |
| dc.citation.epage | 5 | en_US |
| dc.citation.isbn | 978-1-4244-2514-3 | en_US |
| dc.citation.issn | 1090-3038 | en_US |
| dc.citation.spage | 1 | en_US |
| dc.contributor.author | Akter, Lutfa | |
| dc.contributor.author | Natarajan, Bala | |
| dc.contributor.authoreid | bala | en_US |
| dc.date.accessioned | 2010-07-14T15:01:31Z | |
| dc.date.available | 2010-07-14T15:01:31Z | |
| dc.date.issued | 2010-01-12 | |
| dc.date.published | 2009 | en_US |
| dc.description.abstract | In this paper, we consider an Erlangian process model for secondary user (SU) traffic in a cognitive radio network (CRN). Unlike prior efforts that focused on Poisson traffic models, the model captures bulk arrival and departure scenarios in a frequency band that is open for opportunistic use by multiple secondary users. Specifically, we develop a Kalman filter based estimation and forecasting strategy for the number of secondary users. Using simulated data, we demonstrate that the proposed approach provides a robust upper bound prediction on the number of secondary users. | en_US |
| dc.description.conference | 2009 IEEE 70th Vehicular Technology Conference Fall, September 20-23, 2009, Anchorage, Alaska | en_US |
| dc.description.version | Article: Version of Record | |
| dc.identifier.uri | http://hdl.handle.net/2097/4270 | |
| dc.publisher | Institute of Electrical and Electronics Engineers | en_US |
| dc.relation.uri | http://doi.org/10.1109/VETECF.2009.5379052 | en_US |
| dc.rights | This Item is protected by copyright and/or related rights. You are free to use this Item in any way that is permitted by the copyright and related rights legislation that applies to your use. For other uses you need to obtain permission from the rights-holder(s). | en_US |
| dc.rights.uri | https://rightsstatements.org/page/InC/1.0/ | |
| dc.subject | Kalman filters | en_US |
| dc.subject | Cognitive radio | en_US |
| dc.subject | Telecommunication traffic | en_US |
| dc.subject | Erlangian process model | en_US |
| dc.subject | Poisson traffic models | en_US |
| dc.title | Modeling and Forecasting Secondary User Activity Considering Bulk Arrival and Bulk Departure Traffic Model | en_US |
| dc.type | Text | en_US |
