DocumentCode
3084658
Title
Deterministic pilot sequences for sparse channel estimation in OFDM systems
Author
Applebaum, Lome ; Bajwa, Waheed U. ; Calderbank, A. Robert ; Haupt, Jarvis ; Nowak, Robert
Author_Institution
Princeton Univ., Princeton, NJ, USA
fYear
2011
fDate
6-8 July 2011
Firstpage
1
Lastpage
7
Abstract
This paper examines the problem of multipath channel estimation in single-antenna orthogonal frequency division multiplexing (OFDM) systems. In particular, we study the problem of pilot assisted channel estimation in wideband OFDM systems, where the time-domain (discrete) channel is approximately sparse. Existing works on this topic established that techniques from the compressed sensing literature can yield accurate channel estimates using a relatively small number of pilot tones, provided the pilots are selected randomly. Here, we describe a general purpose procedure for deterministic selection of pilot tones to be used for channel estimation, and establish guarantees for channel estimation accuracy using these sequences along with recovery techniques from the compressed sensing literature. Simulation results are presented to demonstrate the effectiveness of the proposed procedure in practice.
Keywords
OFDM modulation; channel estimation; channel estimation accuracy; deterministic pilot sequence; deterministic selection; multipath channel estimation; pilot assisted channel estimation; single-antenna orthogonal frequency division multiplexing system; sparse channel estimation; time-domain channel; wideband OFDM system; Barium; Indexes; Indium phosphide; Polynomials; Signal to noise ratio; Channel estimation; OFDM systems; compressed sensing; deterministic RIP matrices;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital Signal Processing (DSP), 2011 17th International Conference on
Conference_Location
Corfu
ISSN
Pending
Print_ISBN
978-1-4577-0273-0
Type
conf
DOI
10.1109/ICDSP.2011.6005024
Filename
6005024
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