2018 · 25 citations · 21 references
EngineeringElectrical EngineeringMathematicsAntennasOptimizationWireless CommunicationsArray ProcessingBeam SteeringBeamformingDigital Signal ProcessingMimo AntennasMulti-objective OptimizationBeamforming AlgorithmsMultiple-input Multiple-output BeamformingMultiple-input Multiple-output CommunicationObjective Function FormulationTransmit Beamforming
In this paper, the multiple-input multiple-output (MIMO) transmit beampattern matching problem is considered. The problem is formulated to approximate a desired transmit beampattern (i.e., an energy distribution in space and frequency) and to minimize the cross-correlation of signals reflected back to the array by considering different practical waveform constraints at the same time. Due to the nonconvexity of the objective function and the waveform constraints, the optimization problem is highly nonconvex. An efficient one-step method is proposed to solve this problem based on the majorization-minimization (MM) method. The performance of the proposed algorithms compared to the state-of-art algorithms is shown through numerical simulations.
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MIMO Radar with Colocated Antennas
Jian Li, Petre Stoica · IEEE Signal Processing Magazine · 2007 · 2.5K citations
David R. Hunter, Kenneth Lange · The American Statistician · 2004 · 1.8K citations
MIMO radar: an idea whose time has come
E. Fishler, Alexander M. Haimovich, Rick S. Blum et al. · 2004 · 1.4K citations