Doppler-Robust Maximum Likelihood Parametric Channel Estimation for Multiuser MIMO-OFDM
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arXiv
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| Auteurs principaux: | , |
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| Format: | Preprint |
| Publié: |
2024
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| _version_ | 1866917691794653184 |
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| author | Pinto, Enrique T. R. Juntti, Markku |
| author_facet | Pinto, Enrique T. R. Juntti, Markku |
| contents | The high directionality and intense Doppler effects of millimeter wave (mmWave) and sub-terahertz (subTHz) channels demand accurate localization of the users and a new paradigm of channel estimation. For orthogonal frequency division multiplexing (OFDM) waveforms, estimating the geometric parameters of the radio channel can make these systems more Doppler-resistant and also enhance sensing and positioning performance. In this paper, we derive a multiuser, multiple-input multiple-output (MIMO), maximum likelihood, parametric channel estimation algorithm for uplink sensing, which is capable of accurately estimating the parameters of each multipath that composes each user's channel under severe Doppler shift conditions. The presented method is one of the only Doppler-robust currently available algorithms that does not rely on line search. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2406_08352 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Doppler-Robust Maximum Likelihood Parametric Channel Estimation for Multiuser MIMO-OFDM Pinto, Enrique T. R. Juntti, Markku Signal Processing The high directionality and intense Doppler effects of millimeter wave (mmWave) and sub-terahertz (subTHz) channels demand accurate localization of the users and a new paradigm of channel estimation. For orthogonal frequency division multiplexing (OFDM) waveforms, estimating the geometric parameters of the radio channel can make these systems more Doppler-resistant and also enhance sensing and positioning performance. In this paper, we derive a multiuser, multiple-input multiple-output (MIMO), maximum likelihood, parametric channel estimation algorithm for uplink sensing, which is capable of accurately estimating the parameters of each multipath that composes each user's channel under severe Doppler shift conditions. The presented method is one of the only Doppler-robust currently available algorithms that does not rely on line search. |
| title | Doppler-Robust Maximum Likelihood Parametric Channel Estimation for Multiuser MIMO-OFDM |
| topic | Signal Processing |
| url | https://arxiv.org/abs/2406.08352 |