DocumentCode :
2811662
Title :
LMS algorithm based error correction technique in in-phase and quadrature channel signal processing
Author :
Mandal, Amritakar ; Kaushik, B.K. ; Kumar, Brijesh ; Tyagi, K.C. ; Agarwal, R.P.
Author_Institution :
Radar Lab., PMG, New Delhi, New Delhi, India
fYear :
2011
fDate :
22-24 April 2011
Firstpage :
226
Lastpage :
229
Abstract :
Every communication receiver that uses in-phase and quadrature channel signal processing technique encounters problems related to matching of gain and phase in both the channels. The gain and phase imbalances occur between Low Pass Filter and Local Oscillator used in both the channels and as a result the performance of the receivers and the quality of the received signals are degraded. The imbalances produced may cause insufficient attenuation in image frequency band leading to interference. The problem needs to be compensated. This paper represents the design and implementation of Coordinate Rotation Digital Computer (CORDIC) algorithm based Adaptive FIR filter using Least Mean Square (LMS) algorithm to give a solution for correcting I/Q imbalances. The design of CORDIC in the vector rotation mode results in high system throughput due to its pipelined architecture where latency is reduced in each of the pipelined stage and finds its appropriate application in real time signal processing. The good convergence of CORDIC in the given LMS algorithm based adaptive filter facilitates in easy calculation of new filter weights.
Keywords :
error correction codes; low-pass filters; signal processing; CORDIC; I/Q imbalances; LMS algorithm; adaptive FIR filter; communication receiver; coordinate rotation digital computer; error correction technique; gain matching; image frequency band; in-phase signal processing; least mean square algorithm; local oscillator; low pass filter; phase matching; quadrature channel signal processing; Adaptive filters; Computer architecture; Filtering algorithms; Finite impulse response filter; Least squares approximation; Receivers; Signal processing algorithms; CORDIC; FIR filter; I/Q imbalance; LMS algorithm; Local Oscillator; Low Pass Filter;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Emerging Trends in Networks and Computer Communications (ETNCC), 2011 International Conference on
Conference_Location :
Udaipur
Print_ISBN :
978-1-4577-0239-6
Type :
conf
DOI :
10.1109/ETNCC.2011.6255891
Filename :
6255891
Link To Document :
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