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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Azzaoui, N. Clavier, L. |
| Copyright Year | 2012 |
| Description | Author affiliation: Mathematics Laboratory UMR-CNRS 6620 from of Blaise Pascal university, Aubière (France) (Azzaoui, N.) || IEMN (Institute of Electronics, Microelectronics and Nanotechnology, UMR CNRS 8520), France (Clavier, L.) |
| Abstract | We consider channel modeling issues in the context where communicating objects are evolving in impulsive environments. It was shown recently that α-stable random processes are attractive solution for representing the ultra wide band communication channel in relatively large spatial areas. In this paper, we consider the α-stable channel modeling in an evolutionary context where the model features depend on spatial locations. We introduce a methodological approach consisting of two parametric and non parametric components: the latter can be seen as black box model to describe the spatial evolution and it can be learned from historical observations of the transfer function. The other component concerns the frequency dependence and has an auto-regressive structure. |
| Starting Page | 191 |
| Ending Page | 195 |
| File Size | 624154 |
| Page Count | 5 |
| File Format | |
| ISBN | 9781467306812 |
| e-ISBN | 9781467306829 |
| DOI | 10.1109/WCNCW.2012.6215488 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2012-04-01 |
| Publisher Place | France |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Adaptation models Frequency dependence Transfer functions Estimation Mathematical model Indexes Context modeling |
| Content Type | Text |
| Resource Type | Article |
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