DocumentCode
395420
Title
Time-of-arrival (TOA) estimation based structured sparse channel estimation algorithm, with applications to digital TV receivers
Author
Ozen, Serdar ; Zoltowski, Michael D.
Author_Institution
Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
Volume
4
fYear
2003
fDate
6-10 April 2003
Abstract
We introduce a new structured channel impulse response (CIR) estimation method for sparse multipath channels where we demonstrate a robust way of restoring the pulse shape into the composite CIR. We call this novel CIR estimation method time-of-arrival based blended least squares (TOA-BLS) which uses symbol rate sampled signals, and it is based on blending correlation processing followed by TOA estimation in the frequency domain by the least squares based channel estimation. TOA estimation in the frequency domain is accomplished by estimating the AR model parameters by solving the forward and forward-backward linear prediction equations in the least squares sense. Simulation examples are drawn from the ATSC digital TV 8-VSB system (ATSC Digital Television Standard, A/53, 1995). The delay spread for digital TV systems can be as long as several hundred times the symbol duration; however, digital TV channels are sparse where there are only a few dominant multipaths.
Keywords
autoregressive processes; channel estimation; correlation methods; delays; digital television; frequency-domain analysis; least squares approximations; multipath channels; parameter estimation; prediction theory; television receivers; transient response; AR model parameter estimation; ATSC Digital Television Standard; TOA estimation; blended least squares; channel impulse response estimation; correlation processing; delay spread; digital TV receivers; forward linear prediction equation; forward-backward linear prediction equation; frequency domain; sparse multipath channels; structured sparse channel estimation; symbol rate sampled signals; time-of-arrival estimation; Channel estimation; Digital TV; Frequency domain analysis; Frequency estimation; Least squares approximation; Multipath channels; Robustness; Signal restoration; TV receivers; Time of arrival estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-7663-3
Type
conf
DOI
10.1109/ICASSP.2003.1202684
Filename
1202684
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