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The problem of joint design of transmit waveforms and receive filters isdesirable in many application scenarios of multiple-input multiple-output(MIMO) radar systems. In this paper, the joint design problem is investigatedunder the signal-to-interference-plus-noise ratio (SINR) performance metric, inwhich case the problem is formulated to maximize the SINR at the receiver sidesubject to some practical transmit waveform constraints. A numerical algorithmis proposed for problem resolution based on the manifold optimization method,which has been shown to be powerful and flexible to address nonconvexconstrained optimization problems in many engineering applications. Theproposed algorithm is able to efficiently solve the SINR maximization problemwith different waveform constraints under a unified framework. Numericalexperiments show that the proposed algorithm outperforms the existingbenchmarks in terms of computation efficiency and achieves comparable SINRperformance.

Joint Design of Transmit Waveforms and Receive Filters for MIMO Radar via Manifold Optimization