Implementation of Transmit Antenna Weight Adaptation through Stochastic Gradient Feedback

Abstract

Feedback-assisted transmission antenna weight adaptation has been proposed for third-generation cellular systems to provide increased capacity on the forward link. This approach provides enhancement concurrently from fading mitigation and beam steering. One such algorithm maximizes usable power to the mobile by perturbation extracted gradient adaptation of the transmit weight vector. With perfect channel estimation and other idealized assumptions, this method had been shown to be capable of providing weights approaching that of the optimal multi-element transmitter. In this paper, a method for common perturbation transmission is introduced and compared to dedicated perturbation transmission in a CDMA system. In addition, a subspace weighting approach is introduced to enhance the algorithm performance in correlated fading. Simulation of the algorithm operating in a cdma2000 system incorporate feedback bit errors, latency, and channel estimation errors with a dedicated pilot.

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Document Details

Document Type
Technical Report
Publication Date
Nov 01, 2001
Accession Number
ADA506806

Entities

People

  • Brian C. Banister
  • James R. Zeidler

Organizations

  • Naval Information Warfare Systems Command

Tags

Communities of Interest

  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Algorithms
  • Angle Of Arrival
  • Autocorrelation
  • Beam Forming
  • Beam Steering
  • Channel Estimation
  • Computer Programming
  • Computers
  • Demographic Cohorts
  • Engineering
  • Feedback
  • Multiple Input Multiple Output
  • Perturbations
  • Simulations
  • Steering
  • Transmitters
  • United States Government

Fields of Study

  • Engineering

Readers

  • Adaptive Control and Estimation with Uncertainty in Dynamic Systems.
  • Radio communications and signal processing.
  • Systems Analysis and Design