Title :
Iterative detection for multicarrier transmission employing time-frequency concentrated pulses
Author :
Hunziker, Thomas ; Dahlhaus, Dirk
Author_Institution :
Commun. Technol. Lab., Swiss Fed. Inst. of Technol., Zurich, Switzerland
fDate :
4/1/2003 12:00:00 AM
Abstract :
We consider multicarrier transmission schemes in which the elementary signal pulses relate to the elements of a Weyl-Heisenberg system, i.e., resulting from a prototype function shifted in time and frequency. The overlapping of the information-bearing signal parts at the output of doubly dispersive channels and the resulting interference are confined by utilizing a prototype function whose energy is concentrated in both time and frequency. We derive a symbol detector which first calculates a sufficient statistic for the unknown data symbols from the linearly combined output signals of a filter bank, and second, performs an iterative maximization of the likelihood function. The presented receiver takes full advantage of the confined pulse overlapping to limit the computational effort. An analysis of the computational complexity and bit-error rate performance of the iterative detection scheme is provided for wide-sense stationary uncorrelated scattering channels.
Keywords :
channel bank filters; computational complexity; correlation methods; discrete Fourier transforms; dispersive channels; electromagnetic wave scattering; error statistics; filtering theory; iterative methods; maximum likelihood detection; telecommunication channels; time-frequency analysis; BER performance; DFT filter banks; Weyl-Heisenberg system; bit-error rate performance; broadband wireless communication; computational complexity; confined pulse overlapping; data symbols; discrete Fourier transform; doubly dispersive channels; information-bearing signal; interference; iterative detection; iterative maximization; likelihood function; linearly combined output signals; multicarrier transmission; pulse cross-correlation properties; signal pulses; sufficient statistic; symbol detector; time-frequency concentrated pulses; time-frequency shifted prototype function; wide-sense stationary uncorrelated scattering channels; Bit error rate; Computational complexity; Detectors; Dispersion; Filter bank; Interference; Performance analysis; Prototypes; Statistics; Time frequency analysis;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2003.810811