Title :
Joint ML estimation of I/Q mismatch, DC offset, carrier frequency, and channel for direct-conversion receivers
Author :
Gil, Gate ; Sohn, Il-Hyun ; Lee, Yong H. ; Song, Young Ik ; Park, Jin Kyu
Author_Institution :
Dept. of Electr. Electr. & Comput. Sci.,, Korea Adv. Inst. of Sci. & Technol., Taejeon, South Korea
Abstract :
This paper proposes a technique to jointly estimate and compensate for I/Q mismatch, DC offset and carrier frequency offset in frequency selective channel environments for direct-conversion receivers. It estimates the unknown parameters in a joint maximum-likelihood (ML) sense from a training sequence. In addition, a design method of training sequences is proposed to minimize the mean-square errors (MSEs) of the proposed estimates. It is shown through simulation that the proposed technique can provide significant performance improvement over the existing schemes, and the proposed method of designing training sequences is effective as well.
Keywords :
channel estimation; frequency estimation; maximum likelihood estimation; mean square error methods; radio receivers; DC offset; I-Q mismatch; carrier frequency offset estimation; channel estimation; direct-conversion receivers; frequency-selective channel; maximum-likelihood; mean-square errors; parameter estimation; training sequence; Analog circuits; Channel estimation; Design methodology; Estimation error; Frequency estimation; Local oscillators; Maximum likelihood estimation; Paper technology; Parameter estimation; Radio frequency;
Conference_Titel :
Vehicular Technology Conference, 2003. VTC 2003-Spring. The 57th IEEE Semiannual
Print_ISBN :
0-7803-7757-5
DOI :
10.1109/VETECS.2003.1208809