DocumentCode :
2359876
Title :
Gradient-based blind iterative techniques for I/Q imbalance compensation in digital radio receivers
Author :
Anttila, Lauri ; Valkama, Mikko ; Renfors, Markku
Author_Institution :
Tampere Univ. of Technol., Tampere
fYear :
2007
fDate :
17-20 June 2007
Firstpage :
1
Lastpage :
5
Abstract :
This paper considers the radio implementation related I/Q imbalance problem and its digital compensation in direct-conversion and low-IF type radio receivers. In general, I/Q imbalances result in mirror-frequency interference and can severely limit the receiver dynamic range and sensitivity, if not taken properly into account. Here the compensation algorithm developments build on the so-called circular nature of complex-valued communications waveforms which is known to hold only under perfect I/Q balance. A well-behaving non-circularity measure is first formed which is then minimized iteratively using gradient-descent type approach. The derived compensator is computationally simple and operates blindly on the received signal, meaning that no known training or pilot data is needed. The compensation performance of the proposed method is analyzed using extensive computer simulations and is shown to outperform the state-of-the-art adaptive reference techniques by several dB´s, when measured in terms of the obtained overall mirror-frequency attenuation.
Keywords :
adaptive filters; blind source separation; gradient methods; radio receivers; I/Q imbalance compensation; adaptive filtering; adaptive reference techniques; circular random signals; complex-valued communications waveforms; digital compensation; digital radio receivers; direct-conversion receiver; gradient-based blind iterative techniques; gradient-descent type; low-IF type radio receivers; mirror-frequency interference; receiver dynamic range; Attenuation; Communications technology; Digital communication; Digital signal processing; Dynamic range; Interference; Iterative algorithms; OFDM modulation; Receivers; Signal processing algorithms; Adaptive filtering; I/Q imbalance; circular random signals; complex (I/Q) signals; digital radios; direct-conversion transceivers; mirror-frequency interference;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Advances in Wireless Communications, 2007. SPAWC 2007. IEEE 8th Workshop on
Conference_Location :
Helsinki
Print_ISBN :
978-1-4244-0955-6
Electronic_ISBN :
978-1-4244-0955-6
Type :
conf
DOI :
10.1109/SPAWC.2007.4401299
Filename :
4401299
Link To Document :
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