Title :
Convergence of Frequency-Domain Iterative MF-DFE for Single-Carrier Modulation
Author :
Su Huang ; Jun Wang ; Jintao Wang ; Chao Zhang ; Jian Song
Author_Institution :
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
Abstract :
An error transfer chart is introduced to trace the iterative process of the decision feedback equalizer for the single-carrier modulation. In the investigated iterative MF-DFE structure, the forward filter is set to the matched filter to maximize the signal power, while the feedback filter is used to cancel the inter-symbol interference. MMSE detection is applied to minimize the decision error power. The trajectory of iterations is shown in the error transfer chart, in which MF-DFE maps a decision error power to an SINR and MMSE detection further converts the SINR to a new decision error power. The final state of iterations is shown to be the intersection of the MMSE curve and error power transfer curve corresponding to the MF-DFE algorithm. It is shown by simulation that the error transfer chart is a useful tool to analyze the convergence of non-linear iterative equalizers.
Keywords :
decision feedback equalisers; frequency-domain analysis; intersymbol interference; iterative methods; least mean squares methods; matched filters; modulation; MMSE detection; SINR; decision error power; decision feedback equalizer; error transfer chart; feedback filter; forward filter; frequency-domain iterative MF-DFE; intersymbol interference; iteration trajectory; iterative process; matched filter; single-carrier modulation; Decision feedback equalizers; Frequency-domain analysis; Interference; Modulation; Reactive power; Signal to noise ratio; Matched filter; decision feedback; error transfer chart; minimum mean square error; single-carrier modulation;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2015.2479629