Title :
Least Squares/Maximum Likelihood Methods for the Decision-Aided GFSK Receiver
Author :
Chang, Dah-Chung
Author_Institution :
Dept. of Commun. Eng., Nat. Central Univ., Taoyuang
fDate :
6/1/2009 12:00:00 AM
Abstract :
Gaussian frequency shift keying (GFSK) modulation is widely used in low data-rate wireless audio/video transmission and personal communication standards like Bluetooth. In this letter, least squares (LS) and maximum likelihood (ML) methods are exploited for decision-aided carrier recovery in a GFSK receiver. Through the analysis of estimation error variance, we show that the LS/ML carrier frequency offset estimation method outperforms the conventional method using the DFT approach. Besides, the new method is also effective to deal with non-DC-free data sources. Simulation results show that the new decision-aided GFSK receiver achieves better results than the feedforward receivers with DC-free and non-DC-free sources.
Keywords :
discrete Fourier transforms; frequency shift keying; least mean squares methods; maximum likelihood estimation; radio receivers; radiocommunication; video communication; Bluetooth; DFT approach; Gaussian frequency shift keying modulation; carrier frequency offset estimation method; decision-aided GFSK receiver; decision-aided carrier recovery; discrete Fourier transforms; estimation error variance analysis; least squares method; low data-rate wireless audio-video transmission; maximum likelihood methods; personal communication standards; Autocorrelation; Bandwidth; Filters; Frequency estimation; Frequency shift keying; Frequency synchronization; Least squares methods; Maximum likelihood estimation; Phase modulation; Signal processing; Bluetooth; GFSK; carrier frequency offset; decision-aided method; maximum likelihood;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2009.2016832