Transmit Waveform/Receive Filter Design for MIMO Radar With Multiple Waveform Constraints
In this paper, we consider the joint design of both transmit waveforms and receive filters for a colocated multiple-input-multiple-output (MIMO) radar with the existence of signal-dependent interference and white noise. The design problem is formulated into a maximization of the signal-to-interferen...
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| Published in | IEEE transactions on signal processing Vol. 66; no. 6; pp. 1526 - 1540 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
IEEE
15.03.2018
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1053-587X 1941-0476 |
| DOI | 10.1109/TSP.2017.2787115 |
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| Abstract | In this paper, we consider the joint design of both transmit waveforms and receive filters for a colocated multiple-input-multiple-output (MIMO) radar with the existence of signal-dependent interference and white noise. The design problem is formulated into a maximization of the signal-to-interference-plus-noise ratio (SINR), including various constraints on the transmit waveforms. Compared with the traditional alternating semidefinite relaxation approach, a general and flexible algorithm is proposed based on the majorization-minimization method with guaranteed monotonicity, lower computational complexity per iteration and/or convergence to a B-stationary point. Many waveform constraints can be flexibly incorporated into the algorithm with only a few modifications. Furthermore, the connection between the proposed algorithm and the alternating optimization approach is revealed. Finally, the proposed algorithm is evaluated via numerical experiments in terms of SINR performance, ambiguity function, computational time, and properties of the designed waveforms. The experiment results show that the proposed algorithms are faster in terms of running time and meanwhile achieve as good SINR performance as the the existing methods. |
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| AbstractList | In this paper, we consider the joint design of both transmit waveforms and receive filters for a colocated multiple-input-multiple-output (MIMO) radar with the existence of signal-dependent interference and white noise. The design problem is formulated into a maximization of the signal-to-interference-plus-noise ratio (SINR), including various constraints on the transmit waveforms. Compared with the traditional alternating semidefinite relaxation approach, a general and flexible algorithm is proposed based on the majorization-minimization method with guaranteed monotonicity, lower computational complexity per iteration and/or convergence to a B-stationary point. Many waveform constraints can be flexibly incorporated into the algorithm with only a few modifications. Furthermore, the connection between the proposed algorithm and the alternating optimization approach is revealed. Finally, the proposed algorithm is evaluated via numerical experiments in terms of SINR performance, ambiguity function, computational time, and properties of the designed waveforms. The experiment results show that the proposed algorithms are faster in terms of running time and meanwhile achieve as good SINR performance as the the existing methods. |
| Author | Babu, Prabhu Wu, Linlong Palomar, Daniel P. |
| Author_xml | – sequence: 1 givenname: Linlong orcidid: 0000-0003-4521-2026 surname: Wu fullname: Wu, Linlong email: lwuag@ust.hk organization: Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong – sequence: 2 givenname: Prabhu surname: Babu fullname: Babu, Prabhu email: prabhubabu@care.iitd.ac.in organization: Centre for Applied Research in Electronics, Indian Institute of Technology Delhi, New Delhi, India – sequence: 3 givenname: Daniel P. orcidid: 0000-0001-5250-4874 surname: Palomar fullname: Palomar, Daniel P. email: palomar@ust.hk organization: Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong |
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| Snippet | In this paper, we consider the joint design of both transmit waveforms and receive filters for a colocated multiple-input-multiple-output (MIMO) radar with the... |
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| SubjectTerms | Algorithm design and analysis Convergence Interference joint design majorization-minimization (MM) MIMO radar Radar antennas Signal to noise ratio SINR maximization waveform constraints |
| Title | Transmit Waveform/Receive Filter Design for MIMO Radar With Multiple Waveform Constraints |
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