Le, Trung Thanh and Karim, Abed Meraim and Nguyen, Linh Trung (2021) Performance lower bounds of blind system identification techniques in the presence of channel order estimation error. In: 29th European Signal Processing Conference, August, 2021, Dublin, Ireland. (In Press)
Full text not available from this repository.Abstract
In this paper, we derive two performance lower bounds for blind system identification in the presence of channel order estimation error. The first bound deals with models where both the channel and unknown symbols are deterministic, and obtained via the constrained misspecified Cramer-Rao bound (MCRB). When transmitted symbols are unknown random variables i.i.d. drawn from a stochastic Gaussian process, variance of any unbiased estimators is always higher than the second MCRB bound. Both proposed MCRB bounds reduce to the classical Cramer-Rao bounds when the channel order is known or accurately estimated. Besides, the stochastic MCRB is lower than the deterministic bound, especially at high SNRs
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Subjects: | Electronics and Communications > Communications |
| Divisions: | Advanced Insitute of Engineering and Technology (AVITECH) |
| Depositing User: | Lê Trung Thành |
| Date Deposited: | 18 Jun 2021 10:55 |
| Last Modified: | 18 Jun 2021 10:55 |
| URI: | http://eprints.uet.vnu.edu.vn/eprints/id/eprint/4454 |
Actions (login required)
 |
View Item |
