articleIEEE Transactions on Signal ProcessingAug 27, 2003Closed access

Joint tx-rx beamforming design for multicarrier mimo channels: a unified framework for convex optimization

Universitat Politècnica de Catalunya · Stanford University · +1 more institution

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Abstract

This paper addresses the joint design of transmit and receive beamforming or linear processing (commonly termed linear precoding at the transmitter and equalization at the receiver) for multicarrier multiple-input multiple-output (MIMO) channels under a variety of design criteria. Instead of considering each design criterion in a separate way, we generalize the existing results by developing a unified framework based on considering two families of objective functions that embrace most reasonable criteria to design a communication system: Schur-concave and Schur-convex functions. Once the optimal structure of the transmit-receive processing is known, the design problem simplifies and can be formulated within…

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Topics & keywords

Keywords
  • Beamforming
  • Precoding
  • MIMO
  • Transmitter
  • Mathematical optimization
  • Computer science
  • Convex optimization
  • Optimization problem
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