Title :
Coding assisted iterative channel estimation for impulse radio ultra-wide band communication systems
Author :
Li, Yabo ; Xia, Xiang-Gen ; Yao, Richard ; Zhu, Wenwu
Author_Institution :
Dept. of Electr. & Comput. Eng., Delaware Univ., Newark, DE, USA
Abstract :
In this paper, we consider a coded ultra-wide band (UWB) impulse radio system. At the receiver, to estimate multipath delays and amplitudes, the soft information output from a soft-input soft-output (SISO) decoder is used to assist the estimation. The SISO decoder and the channel estimator work in an iterative way and no training sequence is used in the estimation. Compared with the non data-aided channel estimation without using the soft information output from the SISO decoder, the performance of this iterative channel estimation is better. We also explain this iterative method by using the expectation maximization (EM) algorithm, which can be used to prove the convergence of this iterative method.
Keywords :
channel estimation; convergence; convolutional codes; iterative methods; maximum likelihood estimation; multipath channels; ultra wideband communication; SISO decoder; coded UWB system; coding assisted iterative channel estimation; convergence; convolutional encoder; expectation maximization algorithm; impulse radio; multipath delays; soft-input soft-output decoder; ultra-wide band communication systems; Amplitude estimation; Channel estimation; Delay estimation; Fading; Iterative algorithms; Iterative decoding; Iterative methods; Maximum likelihood decoding; Multipath channels; Receivers;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1415713