A Two-Stage Rotation-Based Super-Resolution Signature Estimation for Spatial Wideband Systems
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| Format: | Preprint |
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2025
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| _version_ | 1866909549715259392 |
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| author | Rai, Chandrashekhar Sen, Debarati |
| author_facet | Rai, Chandrashekhar Sen, Debarati |
| contents | Spatial and temporal delays in a wireless multi-antenna system, paired with an orthogonal frequency division multiplexing (OFDM) waveform, can be utilized to estimate the Angle of Arrival (AoA) and Time of Arrival (ToA) of scatterers in the radio channel through spectral estimation techniques. However, in millimeter-wave (mmWave) and TeraHertz (THz) systems, the spatial delays across the aperture of massive array elements are comparable to the inverse of the signal bandwidth. As a result, these delays cannot be approximated solely by phase terms, necessitating consideration of the Spatial Wideband Effect (SWE). The SWE in the mmWave/THz system causes migration of the actual AoA-ToA coarse bins. Moreover, a finite grid measurement of complex sinusoidal signals of continuous frequencies results in spectral leakage whenever there is a grid mismatch. In this work, given the Discrete Fourier Transform's computational efficiency and broad practical applicability, we propose utilizing the inverse Discrete Fourier Transform (DFT) for the initial 2-D spectrum estimation of the channel response. Further, in this paper, we propose a two-stage efficient rotation-based algorithm for fine-tuned signature estimation of spatial wideband systems with uniform linear arrays. Specifically, we utilize the rotation-based method to identify the correct coarse bin in the first stage followed by 2D-rotation based fine-tuning around the corrected coarse bin in the second stage. The proposed technique in this work can be used for handling beam squint effect in different applications like near-filed communications, wideband Multiple Input Multiple Output (MIMO) radar, channel estimation in Extremely Large (XL)-MIMO for 6G and beyond systems etc. The effectiveness of our proposed algorithm over the existing narrowband super-resolution estimation algorithms is established numerically through computer simulations. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2503_18111 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | A Two-Stage Rotation-Based Super-Resolution Signature Estimation for Spatial Wideband Systems Rai, Chandrashekhar Sen, Debarati Signal Processing Spatial and temporal delays in a wireless multi-antenna system, paired with an orthogonal frequency division multiplexing (OFDM) waveform, can be utilized to estimate the Angle of Arrival (AoA) and Time of Arrival (ToA) of scatterers in the radio channel through spectral estimation techniques. However, in millimeter-wave (mmWave) and TeraHertz (THz) systems, the spatial delays across the aperture of massive array elements are comparable to the inverse of the signal bandwidth. As a result, these delays cannot be approximated solely by phase terms, necessitating consideration of the Spatial Wideband Effect (SWE). The SWE in the mmWave/THz system causes migration of the actual AoA-ToA coarse bins. Moreover, a finite grid measurement of complex sinusoidal signals of continuous frequencies results in spectral leakage whenever there is a grid mismatch. In this work, given the Discrete Fourier Transform's computational efficiency and broad practical applicability, we propose utilizing the inverse Discrete Fourier Transform (DFT) for the initial 2-D spectrum estimation of the channel response. Further, in this paper, we propose a two-stage efficient rotation-based algorithm for fine-tuned signature estimation of spatial wideband systems with uniform linear arrays. Specifically, we utilize the rotation-based method to identify the correct coarse bin in the first stage followed by 2D-rotation based fine-tuning around the corrected coarse bin in the second stage. The proposed technique in this work can be used for handling beam squint effect in different applications like near-filed communications, wideband Multiple Input Multiple Output (MIMO) radar, channel estimation in Extremely Large (XL)-MIMO for 6G and beyond systems etc. The effectiveness of our proposed algorithm over the existing narrowband super-resolution estimation algorithms is established numerically through computer simulations. |
| title | A Two-Stage Rotation-Based Super-Resolution Signature Estimation for Spatial Wideband Systems |
| topic | Signal Processing |
| url | https://arxiv.org/abs/2503.18111 |