Title :
Closed-form blind channel estimation in orthogonally coded MIMO-OFDM systems: A simple strategy to resolve non-scalar ambiguities
Author :
Sarmadi, Nima ; Pesavento, Marius
Author_Institution :
Commun. Syst. Group, Tech. Univ., Darmstadt, Germany
Abstract :
We consider blind channel estimation in multiple-input multiple-output orthogonal frequency-division multiplexing (MIMO-OFDM) systems with orthogonal space-time block code (OSTBC).We introduce a novel weighted covariance matrix of the received data which exploits all redundancies contained in the code. Based on the orthogonality properties of OSTBCs, we further show that a low-rank subspace mode applies to this matrix. Assuming a delay spread over the wireless channel smaller than the OFDM symbol duration, we prove that the corresponding signal subspace in time-domain collapses to a single principal eigenvector from which the channel taps can be uniquely determined. Unlike to previous methods, which suffer from ambiguities, for example, in the case of rotatable OSTBCs, our weighted covariance approach allows to resolve all non-scalar ambiguities provided that a specific transmitted symbol exhibits a higher power than the remaining symbols.
Keywords :
MIMO communication; OFDM modulation; blind source separation; channel estimation; covariance matrices; eigenvalues and eigenfunctions; orthogonal codes; space-time block codes; OFDM symbol duration; OSTBC; blind channel estimation; closed-form blind channel estimation; covariance matrix; low rank subspace mode; multiple-input multiple-output orthogonal frequency division multiplexing; nonscalar ambiguity; orthogonal space-time block code; orthogonally coded MIMO-OFDM system; signal subspace; symbol transmission; time-domain collapse; weighted covariance approach; wireless channel; Blind equalizers; Block codes; Channel estimation; Covariance matrix; Eigenvalues and eigenfunctions; OFDM; Time domain analysis; Alamouti OSTBC; MIMO-OFDM systems; blind channel estimation; rotatable codes;
Conference_Titel :
Signal Processing Advances in Wireless Communications (SPAWC), 2011 IEEE 12th International Workshop on
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-4244-9333-3
Electronic_ISBN :
1948-3244
DOI :
10.1109/SPAWC.2011.5990422