TY - JOUR
T1 - A Joint Radar-Communication Precoding Design Based on Cramér-Rao Bound Optimization
AU - Liu, Fan
AU - Liu, Ya Feng
AU - Masouros, Christos
AU - Li, Ang
AU - Eldar, Yonina C.
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - This paper investigates joint radar-communication (JRC) transmission, where a JRC precoder is designed to simultaneously perform target sensing and information signaling. We minimize the Cramér-Rao Bound (CRB) for target estimation, while guaranteeing the per-user signal-to-interference-plus-noise ratio (SINR) in the downlink. While the formulated problem is non-convex in general, we propose an efficient successive convex approximation (SCA) method, which solves a second-order cone program (SOCP) subproblem at each iteration. Numerical results demonstrate the effectiveness of the proposed JRC precoding design, showing that the SCA algorithm is able to approach the convex relaxation bound, which significantly outperforms conventional benchmark solvers in terms of both complexity and performance.
AB - This paper investigates joint radar-communication (JRC) transmission, where a JRC precoder is designed to simultaneously perform target sensing and information signaling. We minimize the Cramér-Rao Bound (CRB) for target estimation, while guaranteeing the per-user signal-to-interference-plus-noise ratio (SINR) in the downlink. While the formulated problem is non-convex in general, we propose an efficient successive convex approximation (SCA) method, which solves a second-order cone program (SOCP) subproblem at each iteration. Numerical results demonstrate the effectiveness of the proposed JRC precoding design, showing that the SCA algorithm is able to approach the convex relaxation bound, which significantly outperforms conventional benchmark solvers in terms of both complexity and performance.
KW - Cramér-Rae bound
KW - Joint radar-communication
KW - semidefinite relaxation
KW - successive convex approximation
UR - https://www.scopus.com/pages/publications/85146198882
U2 - 10.1109/RadarConf2248738.2022.9764187
DO - 10.1109/RadarConf2248738.2022.9764187
M3 - 会议文章
AN - SCOPUS:85146198882
SN - 1097-5764
JO - Proceedings of the IEEE Radar Conference
JF - Proceedings of the IEEE Radar Conference
T2 - 2022 IEEE Radar Conference, RadarConf 2022
Y2 - 21 March 2022 through 25 March 2022
ER -