Title :
Blind Estimation of Multiple Carrier Frequency Offsets
Author :
Yu, Yuanning ; Petropulu, Athina P. ; Poor, H. Vincent ; Koivunen, Visa
Author_Institution :
Drexel Univ., Philadelphia
Abstract :
Multiple carrier-frequency offsets (CFO) arise in a distributed antenna system, where data are transmitted simultaneously from multiple antennas. In such systems the received signal contains multiple CFOs due to mismatch between the local oscillators of transmitters and receiver. This results in a time-varying rotation of the data constellation, which needs to be compensated for at the receiver before symbol recovery. This paper proposes a new approach for blind CFO estimation and symbol recovery. The received base-band signal is over-sampled, and its polyphase components are used to formulate a virtual multiple-input multiple-output (MIMO) problem. By applying blind MIMO system estimation techniques, the system response is estimated and used to subsequently transform the multiple CFOs estimation problem into many independent single CFO estimation problems. Furthermore, an initial estimate of the CFO is obtained from the phase of the MIMO system response. The Cramer-Rao lower bound is also derived, and the large sample performance of the proposed estimator is compared to the bound.
Keywords :
MIMO communication; antennas; estimation theory; oscillators; radio transmitters; signal sampling; Cramer-Rao lower bound; blind estimation; distributed antenna system; local oscillators; multiple carrier frequency offsets; polyphase components; received base-band signal; signal over-sampling; symbol recovery; transmitters; virtual multiple-input multiple-output problem; Constellation diagram; Data engineering; Frequency estimation; Local oscillators; MIMO; Mobile antennas; Phase locked loops; Receiving antennas; Time varying systems; Transmitting antennas; Blind MIMO System Identification; Carrier Frequency Offset; Distributed Antenna Systems; Multi-user Systems;
Conference_Titel :
Personal, Indoor and Mobile Radio Communications, 2007. PIMRC 2007. IEEE 18th International Symposium on
Conference_Location :
Athens
Print_ISBN :
978-1-4244-1144-3
Electronic_ISBN :
978-1-4244-1144-3
DOI :
10.1109/PIMRC.2007.4394103