Fractional Delay and Doppler Estimation for OTFS Systems with Doppler Squint Effect
Orthogonal time frequency space (OTFS) modulation is a promising technology for mitigating severe Doppler effects in high-mobility scenarios. However, existing OTFS channel estimation methods neglect the Doppler Squint Effect (DSE), which incurs serious performance loss. In this paper, we propose a channel estimation algorithm based on Newton's method to accurately estimate fractional delay and Doppler in OTFS systems with DSE. In particular, we obtain the maximum delay and Doppler grid spacing for codebook design to guarantee the convergence of the algorithm. Additionally, we derive the Cramér-Rao lower bound (CRLB) for testing channel parameter estimation performance of our proposed algorithm. Simulation results demonstrate that our proposed algorithm outperforms the orthogonal matching pursuit (OMP) algorithm in terms of normalized mean square error (NMSE), surpassing the Newtonized OMP algorithm with traditional dictionary matrix and approaching the CRLB performance.
Authors
- Ruoxiao Cao (ORCID: https://orcid.org/0000-0002-3807-7746)
- Shenghui Song (ORCID: https://orcid.org/0000-0001-6316-8415)
- Meiying Zhang (ORCID: https://orcid.org/0000-0002-1785-573X)
- Hengtao He (ORCID: https://orcid.org/0000-0002-4659-6941)
- Jun Qian (ORCID: https://orcid.org/0000-0002-1116-0187)
- Khaled B. Letaief (ORCID: https://orcid.org/0000-0003-2519-6401)
- Jun Zhang (ORCID: https://orcid.org/0000-0002-5222-1898)
Institutions
- Hong Kong University of Science and Technology (HK)
Publication Details
- Published
- 2025-03-24
- DOI
- https://doi.org/10.1109/wcnc61545.2025.10978245
- Primary Topic
- PAPR reduction in OFDM
- Type
- article
- Field-Weighted Citation Impact
- 0.00