Title :
Superimposed periodic pilots for blind channel estimation
Author :
Zhou, G. Tong ; Viberg, Mats ; McKelvey, Tomas
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
Multipath is a major impairment in a wireless communications environment. Blind channel estimation methods are of interest because they avoid training and thus make efficient use of the available bandwidth. In the past few years, we have seen an evolution from higher-order statistics-based, to cyclic second-order statistics based approaches for blind channel estimation. We propose here a simple, alternative scheme which employs only a first-order statistic. Pilot symbols are periodically added to the intended symbol stream prior to transmission. There is no loss of information rate in our approach, and neither is there any restriction on the FIR channel to be identified. We derive the variance expression of our linear channel estimate and compare with the Cramer-Rao Bound (CRB). Numerical examples indicate that the variance approaches the CRB at high SNR.
Keywords :
identification; mobile radio; multipath channels; CRB; Cramer-Rao bound; FIR channel identification; blind channel estimation; first-order statistic; linear channel estimate; multipath channel; pilot symbols; superimposed periodic pilots; wireless communications; Bandwidth; Blind equalizers; Channel estimation; Finite impulse response filter; Higher order statistics; Information rates; Microwave integrated circuits; Sampling methods; Transmitters; Yield estimation;
Conference_Titel :
Signals, Systems and Computers, 2001. Conference Record of the Thirty-Fifth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-7147-X
DOI :
10.1109/ACSSC.2001.987005