TY - GEN
T1 - A Closed-Form Target Localization Method for FDA-MIMO Based on root-MUSIC and ESPRIT Algorithm
AU - Wang, Licheng
AU - Xu, Yougen
AU - Liu, Zhiwen
N1 - Publisher Copyright:
© 2021 ACM.
PY - 2021/3/26
Y1 - 2021/3/26
N2 - Frequency diverse array (FDA) has angle and range dependent beampattern due to the small frequency increments across array elements, which makes the combination of FDA and multiple input multiple output (MIMO) technique have capability of target localization. However, the introduction of range dimension greatly increases the computational complexity of MUSIC spectrum peak search. To overcome this problem, we propose a closed-form target localization method for FDA-MIMO. First, apply root-MUSIC algorithm on subarray outputs to obtain angle estimation. Then, use rotational invariance between subarray outputs to obtain range estimation with angle estimation obtained before. Simulation results show that compared with the spectrum search method, the proposed method can obtain closed-form solutions with computational amount greatly reduced, and compared with TS-ESPRIT method, the proposed method has higher estimation accuracy.
AB - Frequency diverse array (FDA) has angle and range dependent beampattern due to the small frequency increments across array elements, which makes the combination of FDA and multiple input multiple output (MIMO) technique have capability of target localization. However, the introduction of range dimension greatly increases the computational complexity of MUSIC spectrum peak search. To overcome this problem, we propose a closed-form target localization method for FDA-MIMO. First, apply root-MUSIC algorithm on subarray outputs to obtain angle estimation. Then, use rotational invariance between subarray outputs to obtain range estimation with angle estimation obtained before. Simulation results show that compared with the spectrum search method, the proposed method can obtain closed-form solutions with computational amount greatly reduced, and compared with TS-ESPRIT method, the proposed method has higher estimation accuracy.
KW - Frequency diverse array
KW - closed-form estimation
KW - target location
UR - http://www.scopus.com/inward/record.url?scp=85118974975&partnerID=8YFLogxK
U2 - 10.1145/3481113.3481115
DO - 10.1145/3481113.3481115
M3 - Conference contribution
AN - SCOPUS:85118974975
T3 - ACM International Conference Proceeding Series
SP - 19
EP - 24
BT - SSPS 2021 - 2021 3rd International Symposium on Signal Processing Systems
PB - Association for Computing Machinery
T2 - 3rd International Symposium on Signal Processing Systems, SSPS 2021
Y2 - 26 March 2021 through 28 March 2021
ER -