DocumentCode
1253620
Title
Performance analysis of a deterministic channel estimator for block transmission systems with null guard intervals
Author
Barbarossa, Sergio ; Scaglione, Anna ; Giarmakis, G.B.
Author_Institution
INFOCOM Dept., Rome Univ., Italy
Volume
50
Issue
3
fYear
2002
fDate
3/1/2002 12:00:00 AM
Firstpage
684
Lastpage
695
Abstract
A deterministic algorithm was proposed for channel identification in block communication systems. The method assumed that the channel has a finite impulse response (FIR) and that null guard intervals of length greater than the channel order are inserted between successive blocks to prevent interblock interference and allow block synchronization. In the absence of noise, the algorithm provides error-free channel estimates, using a finite number of received data, without requiring training sequences and without imposing a restriction neither on the channel, except for finite order and time invariance, nor on the symbol constellation. Using small perturbation analysis, we derive approximate expressions of the estimated channel covariance matrix, which are used to quantify the resilience of the estimation algorithm to additive noise and channel fluctuations. Specifically, we consider channel fluctuations induced by transmitter/receiver relative motion, asynchronism, and oscillators´ phase noise. We also compare the channel estimation accuracy with the Cramer-Rao bound (CRB) and prove that our estimation method is statistically efficient at practical SNR values for any data block length. Finally, we validate our theoretical analysis with simulations and compare our transmission scheme with an alternative system using training sequences for channel estimation
Keywords
AWGN channels; approximation theory; covariance matrices; deterministic algorithms; encoding; equalisers; noise; synchronisation; transient response; AWGN channel; CRB; Cramer-Rao bound; FIR channel; Wiener equalization; additive noise; approximate expressions; block synchronization; block transmission systems; channel conditions; channel equalization; channel fluctuations; channel identification; channel order; coding strategies; data block length; deterministic algorithm; deterministic channel estimator; estimated channel covariance matrix; estimation algorithm; finite impulse response channel; interblock interference; null guard intervals; oscillator phase noise; performance analysis; simulations; small perturbation analysis; statistically efficient method; symbol constellation; symbol detection; training sequences; transmitter/receiver relative motion; Additive noise; Algorithm design and analysis; Channel estimation; Communication systems; Covariance matrix; Finite impulse response filter; Fluctuations; Interference; Performance analysis; Resilience;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/78.984763
Filename
984763
Link To Document