DocumentCode :
2760295
Title :
Joint angle and delay estimation for DS-CDMA with application to reduced dimension space-time RAKE receivers
Author :
Chen, Yung-Fang ; Zoltowski, Michael D.
Author_Institution :
Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
Volume :
5
fYear :
1999
fDate :
1999
Firstpage :
2933
Abstract :
In this paper, we propose an algorithm for joint estimation of the angle of arrival (AOA) and delay of each dominant multipath for the desired user for use in a reduced dimension space-time RAKE receiver for DS-CDMA communications that is “near-far” resistant. After we estimate the desired spatio-frequency signal vector, we propose the 2D unitary ESPRIT algorithm as our estimator which provides closed-form as well as automatically paired AOA-delay estimates. We effectively have a single snapshot of 2D data and thus require 2D smoothing for extracting multiple snapshots. The comparative performance of two 2D smoothing schemes, pre-eigenanalysis and post-eigenanalysis 2D smoothing, is discussed. The space-time data model for the IS-95 uplink is presented. The performance of a reduced dimension space-time RAKE receiver for the IS-95 uplink using the AOA-delay estimates is assessed through Monte-Carlo simulations
Keywords :
Monte Carlo methods; array signal processing; code division multiple access; delay estimation; direction-of-arrival estimation; eigenvalues and eigenfunctions; land mobile radio; multipath channels; radio receivers; smoothing methods; spread spectrum communication; 2D unitary ESPRIT algorithm; AOA; DS-CDMA; IS-95 uplink; Monte-Carlo simulations; angle of arrival; closed-form estimates; delay estimation; dominant multipath; near-far resistant receiver; performance; post-eigenanalysis 2D smoothing; pre-eigenanalysis 2D smoothing; reduced dimension space-time RAKE receivers; space-time data model; spatio-frequency signal vector; Antenna arrays; Application software; Data mining; Data models; Delay estimation; Fading; Frequency synchronization; Multiaccess communication; Multipath channels; Smoothing methods;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
Conference_Location :
Phoenix, AZ
ISSN :
1520-6149
Print_ISBN :
0-7803-5041-3
Type :
conf
DOI :
10.1109/ICASSP.1999.761377
Filename :
761377
Link To Document :
بازگشت