An Effective Algorithm for Gain-Phase Error and Angle Estimation in MIMO Radar.
ICC(2023)
Abstract
This paper proposes an effective algorithm for gain-phase error (GPE) and angle estimation in multiple-input multiple-output (MIMO) radar. First, the received signals are constructed into a third-order tensor model containing information such as GPE in transmitting arrays (Tx) and receiving arrays (Rx), directions-of-departures (DODs) and directions-of-arrivals (DOAs). Then, a tensor-based two-stage estimation algorithm to estimate GPE and angles is developed. In the first stage, GPE and angle information are obtained by the least squares Khatri-Rao factorization (LS-KRF) separation. In the second stage, the GPE in Tx and Rx is estimated by a two-step GPE estimation scheme, while the DODs and DOAs are estimated by a non-iterative angle estimation scheme based on the spatial smoothing preprocessing. Simulation results show the superiority of the proposed GPE and angle estimation algorithm.
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Key words
angle information,gain-phase error,MIMO radar,multiple-input multiple-output radar,noniterative angle estimation scheme,received signals,squares Khatri-Rao factorization separation,tensor-based two-stage estimation algorithm,third-order tensor model,transmitting arrays,two-step GPE estimation scheme,Tx
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