TY - JOUR
T1 - Three-Stage Super-Resolution Estimation of Target Parameter in OCDM ISAC Systems
AU - Xia, Xiaotian
AU - Yao, Rugui
AU - Nan, Xi
AU - Zhang, Zhan
AU - Feng, Jianfeng
AU - Fan, Ye
AU - Zuo, Xiaoya
N1 - Publisher Copyright:
© 2012 IEEE.
PY - 2025
Y1 - 2025
N2 - Integrated sensing and communication (ISAC) systems employing orthogonal chirp division multiplexing (OCDM) signals offer enhanced spectral efficiency and interference resilience, yet face resolution limitations in parameter estimation constrained by time-frequency resources. This letter proposes a three-stage super-resolution framework to achieve high-precision target range and velocity estimation. First, coarse parameter estimation is performed via discrete Fourier transform-based processing on received echo signals. Second, signal compensation is implemented using coarse estimates and prior communication data. Finally, subspace projection combined with ambiguity resolution is employed to overcome physical resolution boundaries, enabling super-resolution parameter extraction. Simulation results demonstrate that the proposed approach can effectively enhance the system’s resolution, accurately estimate target parameters, and thereby improve the system’s sensing performance.
AB - Integrated sensing and communication (ISAC) systems employing orthogonal chirp division multiplexing (OCDM) signals offer enhanced spectral efficiency and interference resilience, yet face resolution limitations in parameter estimation constrained by time-frequency resources. This letter proposes a three-stage super-resolution framework to achieve high-precision target range and velocity estimation. First, coarse parameter estimation is performed via discrete Fourier transform-based processing on received echo signals. Second, signal compensation is implemented using coarse estimates and prior communication data. Finally, subspace projection combined with ambiguity resolution is employed to overcome physical resolution boundaries, enabling super-resolution parameter extraction. Simulation results demonstrate that the proposed approach can effectively enhance the system’s resolution, accurately estimate target parameters, and thereby improve the system’s sensing performance.
KW - Integrated sensing and communication (ISAC)
KW - orthogonal chirp division multiplexing (OCDM)
KW - super-resolution parameter estimation
UR - https://www.scopus.com/pages/publications/105009427074
U2 - 10.1109/LWC.2025.3583732
DO - 10.1109/LWC.2025.3583732
M3 - 文章
AN - SCOPUS:105009427074
SN - 2162-2337
VL - 14
SP - 2947
EP - 2951
JO - IEEE Wireless Communications Letters
JF - IEEE Wireless Communications Letters
IS - 9
ER -