Saved in:
| Main Authors: | , |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2404.04464 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1866929304071307264 |
|---|---|
| author | Arambašić, Ljiljana Stoeva, Diana T. |
| author_facet | Arambašić, Ljiljana Stoeva, Diana T. |
| contents | Let $I\subseteq \Bbb N$ be a finite or infinite set and let ${(x_n)_{n\in I}}$ be a frame for a separable Hilbert space $\mathcal{H}$. Consider transmission of a signal $h\in\mathcal{H}$ where a finite subset $(\langle h,x_n\rangle)_{n\in E}$ of the frame coefficients $(\langle h,x_n\rangle)_{n\in I}$ is lost. There are several approaches in the literature aiming recovery of $h$. In this paper we focus on the approach based on construction of a dual frame of the reduced frame $(x_n)_{n\in I\setminus E}$ which is then used for perfect reconstruction from the preserved frame coefficients $(\langle h,x_n\rangle)_{n\in I\setminus E}$. There are several methods for such construction, starting from the canonical dual or any other dual frame of ${(x_n)_{n\in I}}$. We implemented the algorithms for these methods and performed tests to compare their computational efficiency. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2404_04464 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Constructions of dual frames compensating for erasures with implementation Arambašić, Ljiljana Stoeva, Diana T. Functional Analysis 42C15, 47A05 Let $I\subseteq \Bbb N$ be a finite or infinite set and let ${(x_n)_{n\in I}}$ be a frame for a separable Hilbert space $\mathcal{H}$. Consider transmission of a signal $h\in\mathcal{H}$ where a finite subset $(\langle h,x_n\rangle)_{n\in E}$ of the frame coefficients $(\langle h,x_n\rangle)_{n\in I}$ is lost. There are several approaches in the literature aiming recovery of $h$. In this paper we focus on the approach based on construction of a dual frame of the reduced frame $(x_n)_{n\in I\setminus E}$ which is then used for perfect reconstruction from the preserved frame coefficients $(\langle h,x_n\rangle)_{n\in I\setminus E}$. There are several methods for such construction, starting from the canonical dual or any other dual frame of ${(x_n)_{n\in I}}$. We implemented the algorithms for these methods and performed tests to compare their computational efficiency. |
| title | Constructions of dual frames compensating for erasures with implementation |
| topic | Functional Analysis 42C15, 47A05 |
| url | https://arxiv.org/abs/2404.04464 |