Title :
Dynamic Offset Mitigation in Diversity Receivers using ICA
Author :
Ghadam, Ali Shahed Hagh ; Huovinen, Toni ; Valkama, Mikko
Author_Institution :
Tampere Univ. of Technol., Tampere
Abstract :
In this article, we devise a blind digital signal processing (DSP) method for mitigating the dynamic offset interference due to self-mixing of radio frequency (RF) interferers in multiantenna diversity receiver context, utilizing the direct- conversion radio architecture. The proposed method is based on independent component analysis (ICA) and does not require any channel state information or knowledge about the physical self-mixing or interference characteristics. Moreover, we demonstrate through computer simulations that the overall achievable signal-to-interference-plus-noise ratio (SINR) obtained using the proposed technique is extremely close to the maximum SINR achievable by any linear method. Thus the ICA processing yields optimum compromise between the processing of noise and offset interference in this sense. We also demonstrate through concrete design examples how the proposed method helps relaxing certain constraints on the receivers´ RF components.
Keywords :
antenna arrays; array signal processing; diversity reception; independent component analysis; radio receivers; radiofrequency interference; ICA; SINR; blind digital signal processing method; direct-conversion radio architecture; dynamic offset interference; dynamic offset mitigation; independent component analysis; multiantenna diversity receiver; radio frequency interferers; signal-to-interference-plus-noise ratio; Channel state information; Computer architecture; Computer simulation; Concrete; Digital signal processing; Independent component analysis; Radio frequency; Radiofrequency interference; Receivers; Signal to noise ratio;
Conference_Titel :
Personal, Indoor and Mobile Radio Communications, 2007. PIMRC 2007. IEEE 18th International Symposium on
Conference_Location :
Athens
Print_ISBN :
978-1-4244-1143-6
Electronic_ISBN :
978-1-4244-1144-3
DOI :
10.1109/PIMRC.2007.4394651