IEEE Transactions on Vehicular Technology · 2023 · 20 citations · 36 references
RadarMathematical ProgrammingEngineeringReceiver Filter DesignChannel Capacity EstimationAerospace EngineeringJoint Source-channel CodingMulti-terminal Information TheoryRadar Signal ProcessingRobust Transmit CodeChannel EstimationColored Gaussian DisturbanceSignal Processing
In the presence of colored Gaussian disturbance, this paper considers the robust transmit code and receiver filter design against target interpulse fluctuation while guaranteeing the dynamic range and energy of the transmit code. Aiming at enhancing the worst-case Signal-to-Noise-Ratio (SNR) over a spherical set, the design is cast as a non-convex minimax problem. It is shown that the filter can be directly derived based on the strong max-min property of the objective function. Then, the semi-definite relaxation form of the resultant problem is proved to be hidden convex by exploiting the strong duality of the Quadratically-Constrained Quadratic Programming (QCQP) problem. Finally, the robust code-filter pair can be effectively synthesized based on a randomization scheme. At the analysis stage, numerical results are shown to highlight the superiority of the proposed design.
36
Semidefinite Relaxation of Quadratic Optimization Problems
Zhi‐Quan Luo, Wing‐Kin Ma, Anthony Man–Cho So et al. · IEEE Signal Processing Magazine · 2010 · 3.6K citations
Cognitive radar: A knowledge-aided fully adaptive approach
J.R. Guerci · 2010 · 458 citations
Doubly constrained robust Capon beamformer
Jian Li, Petre Stoica, Zhisong Wang · IEEE Transactions on Signal Processing · 2004 · 403 citations
Radar, Array Processing, Engineering +13