TY - JOUR
T1 - Height Measurement of Low-Angle Target Using MIMO Radar Under Multipath Interference
AU - Liu, Yuan
AU - Jiu, Bo
AU - Liu, Hongwei
AU - Zhang, Lei
AU - Xia, Xiang Gen
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2018/4
Y1 - 2018/4
N2 - For a very high frequency radar, multiple reflection paths, i.e., multipaths, of target echoes may cause severe errors in elevation estimation of low-angle targets, especially in the case of complex terrain where exact information of reflection paths is unknown. To deal with this problem, a practical multipath signal model for multiple-input multiple-out (MIMO) radar in complex terrain is first presented, where both transmitted multipaths and received multipaths are considered. A novel altitude estimation technique based on rank-1 constraint and sparse representation is then proposed. Simulation results show that the target localization accuracy can be efficiently improved by using our proposed technique under both simple and complex multipath scenarios.
AB - For a very high frequency radar, multiple reflection paths, i.e., multipaths, of target echoes may cause severe errors in elevation estimation of low-angle targets, especially in the case of complex terrain where exact information of reflection paths is unknown. To deal with this problem, a practical multipath signal model for multiple-input multiple-out (MIMO) radar in complex terrain is first presented, where both transmitted multipaths and received multipaths are considered. A novel altitude estimation technique based on rank-1 constraint and sparse representation is then proposed. Simulation results show that the target localization accuracy can be efficiently improved by using our proposed technique under both simple and complex multipath scenarios.
KW - Compressive sensing (CS)
KW - direction of arrival (DOA) estimation
KW - multipath propagation
KW - multiple-input multiple-out (MIMO) radar
KW - rank-1 constraint
KW - super-resolution (SR)
UR - http://www.scopus.com/inward/record.url?scp=85032726648&partnerID=8YFLogxK
U2 - 10.1109/TAES.2017.2767919
DO - 10.1109/TAES.2017.2767919
M3 - Article
AN - SCOPUS:85032726648
SN - 0018-9251
VL - 54
SP - 808
EP - 818
JO - IEEE Transactions on Aerospace and Electronic Systems
JF - IEEE Transactions on Aerospace and Electronic Systems
IS - 2
ER -