DocumentCode
1929898
Title
Adaptive blind equalization for QAM modulated signals in the presence of frequency offset
Author
Niroomand, Mehrdad ; Derakhtian, Mostafa ; Shahimaeen, Assieh ; Gazor, Saeed
Author_Institution
Sch. of Electr., Shiraz Univ., Shiraz, Iran
fYear
2011
fDate
9-11 May 2011
Firstpage
223
Lastpage
226
Abstract
In this paper, we present an adaptive blind equalization for the frequency selective channel in the presence of the frequency offset. The adaptive recursions is based on the pseudo Newton method with stochastic gradient algorithm initialization (PNSI). We employ a the second order phase lock loop (PLL) to recover the frequency offset. We introduce a pseudo maximum likelihood (ML) method to estimate the frequency offset. The recovered symbols from these methods are compared by simulations which reveal the superiority of the proposed pseudo ML algorithm.
Keywords
Newton method; adaptive equalisers; blind equalisers; maximum likelihood estimation; phase locked loops; quadrature amplitude modulation; QAM modulated signals; adaptive blind equalization; adaptive recursions; frequency offset; frequency selective channel; pseudoNewton method; pseudomaximum likelihood method; second order phase lock loop; stochastic gradient algorithm initialization; Blind equalizers; Cost function; Estimation; Frequency estimation; Phase locked loops; Signal to noise ratio;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Signal Processing and their Applications (WOSSPA), 2011 7th International Workshop on
Conference_Location
Tipaza
Print_ISBN
978-1-4577-0689-9
Type
conf
DOI
10.1109/WOSSPA.2011.5931457
Filename
5931457
Link To Document