TY - GEN
T1 - On receive filter design for coherent MIMO radar with non-ideal waveforms
AU - Weiland, Lorenz
AU - Utschick, Wolfgang
N1 - Publisher Copyright:
© VDE Verlag GMBH · Berlin · Offenbach, Germany.
PY - 2015
Y1 - 2015
N2 - In this paper, we consider the problem of coherent multiple-input multiple-output radar receive filter design. If the transmitted radar waveforms do not have the desired ideal autoand cross-correlation properties, the signal at the output of a matched filter (MF) can suffer severe interference due to targets in neighboring range-Doppler bins. Existing receive filter design approaches, e.g., instrumental variable (IV) filter designs, employ so-called peak sidelobe level (PSL), integrated sidelobe level (ISL), or zero sidelobe (ZS) constraints in order to suppress potential range-Doppler interference. In contrast to receive filters that are designed by considering sidelobe suppression only, the receive filters derived in this work aim at an optimization of the tradeoff between range-Doppler interference suppression and noise amplification due to the receive filter. To this end, two design criteria are presented and closed-form expressions for the respective receive filters are derived which allow a computation at low computational cost. In addition, the performance of the proposed receive filter designs is evaluated using numerical simulations. Our simulation results demonstrate that the proposed receive filters are superior to IV filter designs in scenarios with high noise power or strongly shaped noise covariance matrices, whereas they perform similar in scenarios with low noise power.
AB - In this paper, we consider the problem of coherent multiple-input multiple-output radar receive filter design. If the transmitted radar waveforms do not have the desired ideal autoand cross-correlation properties, the signal at the output of a matched filter (MF) can suffer severe interference due to targets in neighboring range-Doppler bins. Existing receive filter design approaches, e.g., instrumental variable (IV) filter designs, employ so-called peak sidelobe level (PSL), integrated sidelobe level (ISL), or zero sidelobe (ZS) constraints in order to suppress potential range-Doppler interference. In contrast to receive filters that are designed by considering sidelobe suppression only, the receive filters derived in this work aim at an optimization of the tradeoff between range-Doppler interference suppression and noise amplification due to the receive filter. To this end, two design criteria are presented and closed-form expressions for the respective receive filters are derived which allow a computation at low computational cost. In addition, the performance of the proposed receive filter designs is evaluated using numerical simulations. Our simulation results demonstrate that the proposed receive filters are superior to IV filter designs in scenarios with high noise power or strongly shaped noise covariance matrices, whereas they perform similar in scenarios with low noise power.
KW - Clutter suppression
KW - MIMO radar
KW - Mismatched filter
KW - Range compression
KW - Receive filter design
KW - Sidelobe suppression
UR - http://www.scopus.com/inward/record.url?scp=84969811330&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84969811330
T3 - Proceedings of 19th International ITG Workshop on Smart Antennas, WSA 2015
BT - Proceedings of 19th International ITG Workshop on Smart Antennas, WSA 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 19th International ITG Workshop on Smart Antennas, WSA 2015
Y2 - 3 March 2015 through 5 March 2015
ER -