TY - JOUR
T1 - Multiband Iterative Coherent Processing Method based on the ADMM Framework
AU - Lu, Ruimin
AU - Li, Weidong
AU - Wang, Rui
AU - Wang, Lianjun
AU - Li, Muyang
AU - Hu, Cheng
N1 - Publisher Copyright:
© The Institution of Engineering & Technology 2023.
PY - 2023
Y1 - 2023
N2 - Multiband radar bandwidth extrapolation is an effective way to broaden bandwidth, which can realize high resolution at low cost and is of great significance for the detection and identification of large-range unmanned aerial vehicle clusters. Due to system error and multiband measurement deviation, an incoherent factor is often present between multiband data, which has a negative effect on the quality of multiband fusion. This paper proposes a new method for multiband coherence process by making use of alternating direction method of multipliers algorithm and Levenberg-Marquardt iterative approach. The simulation and measured data are used to verify the proposed algorithm. The results show that compared with the traditional method, this method can improve the estimation accuracy.
AB - Multiband radar bandwidth extrapolation is an effective way to broaden bandwidth, which can realize high resolution at low cost and is of great significance for the detection and identification of large-range unmanned aerial vehicle clusters. Due to system error and multiband measurement deviation, an incoherent factor is often present between multiband data, which has a negative effect on the quality of multiband fusion. This paper proposes a new method for multiband coherence process by making use of alternating direction method of multipliers algorithm and Levenberg-Marquardt iterative approach. The simulation and measured data are used to verify the proposed algorithm. The results show that compared with the traditional method, this method can improve the estimation accuracy.
KW - BANDWIDTH EXTRAPOLATION
KW - COHERENT PROCESS
KW - LEVENBERG-MARQURELT ITERATIVE APPROACH
KW - MULTIBAND RADAR
UR - https://www.scopus.com/pages/publications/85203145200
U2 - 10.1049/icp.2024.1770
DO - 10.1049/icp.2024.1770
M3 - Conference article
AN - SCOPUS:85203145200
SN - 2732-4494
VL - 2023
SP - 4099
EP - 4102
JO - IET Conference Proceedings
JF - IET Conference Proceedings
IS - 47
T2 - IET International Radar Conference 2023, IRC 2023
Y2 - 3 December 2023 through 5 December 2023
ER -