arXiv · 2102.06756
ICI-Aware Parameter Estimation for MIMO-OFDM Radar via APES Spatial Filtering
Abstract
We propose a novel three-stage delay-Doppler-angle estimation algorithm for a MIMO-OFDM radar in the presence of inter-carrier interference (ICI). First, leveraging the observation that spatial covariance matrix is independent of target delays and Dopplers, we perform angle estimation via the MUSIC algorithm. For each estimated angle, we next formulate the radar delay-Doppler estimation as a joint carrier frequency offset (CFO) and channel estimation problem via an APES (amplitude and phase estimation) spatial filtering approach by transforming the delay-Doppler parameterized radar channel into an unstructured form. In the final stage, delay and Doppler of each target can be recovered from target-specific channel estimates over time and frequency. Simulation results illustrate the superior performance of the proposed algorithm in high-mobility scenarios.
Explore related subjects
Keep this discovery
Musa Furkan Keskin, Henk Wymeersch, Visa Koivunen. 2021-02-12. ICI-Aware Parameter Estimation for MIMO-OFDM Radar via APES Spatial Filtering. https://arxiv.org/abs/2102.06756
Cite the original work for its findings. Save a collection to share your selection of sources.