Journal of Applied Sciences

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Multi-user Blind Detection Based on Optimum Step Size with Linear Constraint and Conjugate Gradient Constant Modulus

PAN Zi-yu1 2, FENG Guang-zeng1, WANG Xin1
  

  1. 1.Communication and Information Engineering Institute,Nanjing University of Posts & Telecommunications, Nanjing 210003, China;
    2.Department of Communication Engineering,Nanjing Institute of Technology,Nanjing 211167,China
  • Received:2007-08-07 Revised:2007-12-24 Online:2008-05-31 Published:2008-05-31

Abstract:

This paper studies multi-user detection for CDMA downlink and proposes a new approach for blind detection to overcome multi-access interference (MAI) in CDMA systems. The method is called linear constraint conjugate gradient constant modulus algorithm based on adaptive step size. The best step size is used to achieve optimization. An analytical form is obtained. Simulations for additive white Gaussian channel and multi-path fading channel environments show that the proposed technique can provide SIR and BER improvement with respect to other adaptive step size CMA.

Key words:

linear constraint, conjugate gradient, constant modulus algorithm, optimum step size