DocumentCode
2659590
Title
Decision Directed Channel Estimation Employing Projection Approximation Subspace Tracking
Author
Akhtman, Jos ; Hanzo, Lajos
Author_Institution
Sch. of Electr. & Comput. Sci., Southampton Univ.
fYear
2007
fDate
22-25 April 2007
Firstpage
3056
Lastpage
3060
Abstract
The attainable capacity and integrity of a state-of-the-art broadband multi-carrier communication system is highly sensitive to the accuracy of the information available concerning the channel conditions encountered. The majority of existing advanced channel estimation schemes assume knowledge of the channel´s power delay profile (PDP) in order to estimate the corresponding instantaneous channel impulse response (CIR). It is evident however that in realistic mobile channels, where at least one of the communicating terminals is in motion, the power delay profile will also be time-variant and thus may not be known a priori at the receiver. In this paper we propose a decision directed channel estimation scheme employing the so-called projection approximation subspace tracking (PAST) algorithm. The PAST algorithm is utilised for the sake of achieving low-complexity recursive tracking of the channel´s PDP. The achievable performance of the proposed method is documented in the context of an OFDM system communicating in realistic channel conditions characterized by a time-variant fractionally-spaced PDP.
Keywords
broadband networks; channel estimation; tracking; wireless channels; broadband multi-carrier communication system; decision directed channel estimation; instanteneous channel impulse response; low-complexity recursive tracking; power delay profile; projection approximation subspace tracking; time-variant fractionally-spaced PDP; Approximation algorithms; Bandwidth; Broadband communication; Channel estimation; Context; Delay estimation; OFDM; Recursive estimation; Transfer functions; Wireless networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Vehicular Technology Conference, 2007. VTC2007-Spring. IEEE 65th
Conference_Location
Dublin
ISSN
1550-2252
Print_ISBN
1-4244-0266-2
Type
conf
DOI
10.1109/VETECS.2007.626
Filename
4213054
Link To Document