Title :
Low complexity high resolution subspace-based delay estimation for DS-CDMA
Author :
Fock, Gunnar ; Schulz-Rittich, Peter ; Schenke, Andreas ; Meyr, Heinrich
Author_Institution :
Inst. for Integrated Signal Process. Syst., Aachen Univ. of Technol. (RWTH), Germany
Abstract :
We consider the problem of estimating the propagation delays of a synchronous direct-sequence code division multiple access (DS-CDMA) system operating over a multipath fading channel. In a mobile receiver, the task of delay estimation can be divided into an acquisition of all multipath delays and subsequent tracking of the individual delays e.g. with a RAKE structure. Both tasks are especially challenging in indoor scenarios which commonly exhibit low delay-spread and thus require a high resolution of the estimation algorithms. A novel delay acquisition algorithm is presented, which is able to resolve multipaths whose delay difference is below one chip duration with high probability of acquisition and low computational complexity. It is based on a decomposition of the time-averaged correlation matrix of the output of a sliding correlator into signal and noise subspaces, with subsequent MUSIC spectrum computation and maximum search. The performance of the algorithm is assessed by means of computer simulations
Keywords :
code division multiple access; computational complexity; correlation methods; delay estimation; fading channels; indoor radio; land mobile radio; matrix decomposition; multipath channels; multiuser channels; probability; radio receivers; spread spectrum communication; MUSIC spectrum; RAKE structure; acquisition probability; algorithm performance; chip duration; computer simulations; delay acquisition algorithm; delay difference; delay tracking; direct sequence code division multiple access; estimation algorithms; high resolution subspace-based delay estimation; indoor scenarios; low complexity delay estimation; low computational complexity; maximum search; mobile receiver; multipath delays; multipath fading channel; noise subspace; propagation delay estimation; signal subspace; sliding correlator; synchronous DS-CDMA system; time-averaged correlation matrix decomposition; Computational complexity; Correlators; Delay estimation; Fading; Matrix decomposition; Multiaccess communication; Multiple signal classification; Propagation delay; RAKE receivers; Signal resolution;
Conference_Titel :
Communications, 2002. ICC 2002. IEEE International Conference on
Conference_Location :
New York, NY
Print_ISBN :
0-7803-7400-2
DOI :
10.1109/ICC.2002.996811