Title :
Estimation of channel parameters using iterative least squares approach for W-CDMA and UWB systems
Author :
Balakrishnan, Raja D. ; Kwon, Hyuck M.
Author_Institution :
Dept. of Electr. & Comput. Eng., Wichita State Univ., KS, USA
Abstract :
This paper proposes a new blind method to estimate the channel parameters such as the direction-of-arrival (DOA) and multipath time-of-arrival (TOA) for a communication system. We employ mathematical inverse problem techniques to find the solution. We specify an appropriate physical model to explain the received signal and reformulate the nonlinear estimation problem into a linear least squares problem. We then apply conjugate gradients (CG) iterations on the resulting normal equations (NE) to obtain the solution. We demonstrate our method for a W-CDMA system and extend the methods to an ultra-wideband (UWB) system. We also present a method for multiuser detection (MUD).
Keywords :
broadband networks; channel estimation; code division multiple access; direction-of-arrival estimation; inverse problems; least squares approximations; multipath channels; multiuser detection; spread spectrum communication; DOA estimation; UWB system; W-CDMA; blind method; channel parameter estimation; conjugate gradients iteration; direction-of-arrival; inverse problem technique; iterative least squares approach; multipath time-of-arrival; multiuser detection; nonlinear estimation problem; normal equation; received signal; Character generation; Direction of arrival estimation; Inverse problems; Iterative methods; Least squares approximation; Multiaccess communication; Multiuser detection; Nonlinear equations; Parameter estimation; Ultra wideband technology;
Conference_Titel :
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Seventh Asilomar Conference on
Print_ISBN :
0-7803-8104-1
DOI :
10.1109/ACSSC.2003.1292190