DocumentCode :
1614085
Title :
A New Algorithm for OFDM Joint Data Detection and Phase Noise Cancellation
Author :
Gong, Yu ; Hong, Xia
Author_Institution :
Sch. of Syst. Eng., Univ. of Reading, Reading
fYear :
2008
Firstpage :
636
Lastpage :
640
Abstract :
This paper proposes a new iterative algorithm for OFDM joint data detection and phase noise (PHN) cancellation based on minimum mean square prediction error. We particularly highlight the problem of "overfitting" such that the iterative approach may converge to a trivial solution. Although it is essential for this joint approach, the overfitting problem was relatively less studied in existing algorithms. In this paper, specifically, we apply a hard decision procedure at every iterative step to overcome the overfitting. Moreover, compared with existing algorithms, a more accurate Pade approximation is used to represent the phase noise, and finally a more robust and compact fast process based on givens rotation is proposed to reduce the complexity to a practical level. Numerical simulations are also given to verify the proposed algorithm.
Keywords :
OFDM modulation; interference suppression; iterative methods; phase noise; OFDM joint data detection; Pade approximation; iterative approach; minimum mean square prediction error; numerical simulations; orthogonal frequency division multiplexing; phase noise cancellation; Bayesian methods; Inference algorithms; Iterative algorithms; Iterative methods; Noise cancellation; OFDM; Phase detection; Phase noise; Predictive models; Wireless communication;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications, 2008. ICC '08. IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2075-9
Electronic_ISBN :
978-1-4244-2075-9
Type :
conf
DOI :
10.1109/ICC.2008.125
Filename :
4533161
Link To Document :
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