Joint Channel and Symbol Estimation for Communication Systems with Movable Antennas
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arXiv
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| Autori principali: | , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2025
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| _version_ | 1866918050362556416 |
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| author | de Araújo, Josué V. Filho, Jose Carlos da Silva de Araújo, Gilderlan T. Gomes, Paulo R. B. de Almeida, André L. F. |
| author_facet | de Araújo, Josué V. Filho, Jose Carlos da Silva de Araújo, Gilderlan T. Gomes, Paulo R. B. de Almeida, André L. F. |
| contents | Communication systems aided by movable antennas have been the subject of recent research due to their potentially increased spatial degrees of freedom offered by optimizing the antenna positioning at the transmitter and/or receiver. In this context, a topic that deserves attention is channel estimation. Conventional methods reported recently rely on pilot-assisted strategies to estimate the channel coefficients. In this work, we address the joint channel and symbol estimation problem for an uplink multi-user communication system, where the base station is equipped with a movable antenna array. A semi-blind receiver based on the PARAFAC2 model is formulated to exploit the tensor decomposition structure for the received signals, from which channel and symbol estimates can be jointly obtained via an alternating estimation algorithm. Compared with reference schemes, our preliminary numerical simulations yield remarkable results for the proposed method. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2506_07183 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Joint Channel and Symbol Estimation for Communication Systems with Movable Antennas de Araújo, Josué V. Filho, Jose Carlos da Silva de Araújo, Gilderlan T. Gomes, Paulo R. B. de Almeida, André L. F. Signal Processing Communication systems aided by movable antennas have been the subject of recent research due to their potentially increased spatial degrees of freedom offered by optimizing the antenna positioning at the transmitter and/or receiver. In this context, a topic that deserves attention is channel estimation. Conventional methods reported recently rely on pilot-assisted strategies to estimate the channel coefficients. In this work, we address the joint channel and symbol estimation problem for an uplink multi-user communication system, where the base station is equipped with a movable antenna array. A semi-blind receiver based on the PARAFAC2 model is formulated to exploit the tensor decomposition structure for the received signals, from which channel and symbol estimates can be jointly obtained via an alternating estimation algorithm. Compared with reference schemes, our preliminary numerical simulations yield remarkable results for the proposed method. |
| title | Joint Channel and Symbol Estimation for Communication Systems with Movable Antennas |
| topic | Signal Processing |
| url | https://arxiv.org/abs/2506.07183 |