Title :
An adaptive delay estimator for DS-CDMA
Author :
Rodriguez, J. ; Jeans, T. ; Tafazolli, R.
Author_Institution :
Surrey Univ., Guildford, UK
Abstract :
The multiple signal classification (MUSIC) delay estimation algorithm is well known to be insensitive to the near-far effect in an asynchronous DS-CDMA system. Most MUSIC based estimators assume the channel is time invariant. In this paper we consider the performance of signal subspace tracking algorithms applicable to a time varying channel, and the effect of a time variant subspace dimension. In particular, we consider the singular value decomposition (SVD) function, the power method algorithm incorporating hotelling deflation (PMHd), and the projection approximation subspace tracking (PASTd) RLS-type algorithm. Simulations show that these algorithms can offer comparable performance, where the PASTd outperforms the latter functions in terms of computational load. This trait allows the use of the MUSIC algorithm for real-time delay acquisition schemes
Keywords :
Rayleigh channels; adaptive estimation; code division multiple access; delay estimation; land mobile radio; signal classification; singular value decomposition; spread spectrum communication; time-varying channels; tracking; DS-CDMA; MUSIC; PASTd RLS-type algorithm; PMHd; SVD function; adaptive delay estimator; computational load; multiple signal classification delay estimation algorithm; power method algorithm incorporating hotelling deflation; projection approximation subspace tracking RLS-type algorithm; real-time delay acquisition schemes; signal subspace tracking algorithms; singular value decomposition; time variant subspace dimension; time varying channel;
Conference_Titel :
3G Mobile Communication Technologies, 2001. Second International Conference on (Conf. Publ. No. 477)
Conference_Location :
London
Print_ISBN :
0-85296-731-4
DOI :
10.1049/cp:20010018