Title :
Fractionally spaced blind equalization of FIR channels under symbol timing offsets
Author :
Tugnait, Jitendra K.
Author_Institution :
Dept. of Electr. Eng., Auburn Univ., AL, USA
Abstract :
Considers the problem of blind estimation and equalization of digital communication FIR channels using fractionally spaced samples. Fractionally sampled data are cyclostationary rather than stationary. The problem is cast into a mathematical framework of parameter estimation for a vector stationary process with single input (information sequence) and multiple outputs, by using a time-series representation of a cyclostationary process. The channel parameters are estimated by first estimating various subchannels using the second and the fourth order cumulant function of the received data, and then appropriately aligning and scaling them. The estimated channel impulse response is then used to construct a linear equalizer. An illustrative simulation example using a 16-QAM signal is presented where the effect of symbol-timing-phase offset is studied via simulations
Keywords :
digital communication; equalisers; higher order statistics; parameter estimation; quadrature amplitude modulation; signal detection; telecommunication channels; transient response; 16-QAM signal; FIR channels; blind estimation; channel impulse response; channel parameters; cyclostationary signals; digital communication FIR channels; fourth order cumulant function; fractionally spaced blind equalization; information sequence; multiple output; parameter estimation; received data; second order cumulant function; single input; subchannels; symbol timing offsets; time-series representation; vector stationary process; Baseband; Blind equalizers; Digital communication; Finite impulse response filter; Gaussian noise; Integrated circuit modeling; Integrated circuit noise; Intersymbol interference; Parameter estimation; Telephony; Timing;
Conference_Titel :
Signals, Systems and Computers, 1993. 1993 Conference Record of The Twenty-Seventh Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
0-8186-4120-7
DOI :
10.1109/ACSSC.1993.342619