Jammer cancellation in DS-CDMA arrays: pre and post switching of ICA and RAKE

T. Ristaniemi, K. Raju, J. Karhunen, E. Oja
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing  
In this paper Independent Component Analysis (ICA) is considered for blind interference cancellation in a direct sequence spread spectrum communication system utilizing antenna arrays. Recently, an ICA-assisted interference canceler was proposed [1]. This receiver structure is an extension to the framework proposed in [2], in which blind source separation (BSS) techniques were utilized to the jammer mitigation problem. A common feature for both is that they apply an advanced pre-processing tool
more » ... to offer an unjammed signal for conventional detection. However, it is not always desirable to apply the pre-processing tool, since it might even cause additional interference if the jammer is weak or absent. What would make the receivers more practical is to switch the additional canceler active only whenever it is expected to improve conventional detection. In this paper we compare two possible switching strategies at both ends of the receiver chain, pre and post switching schemes, and evaluate their impacts to the overall performance improvement of the array receiver. * This work has been funded by the Telectronics programme of the Academy of Finland.
doi:10.1109/nnsp.2002.1030061 dblp:conf/nnsp/RistaniemiRKO02 fatcat:ijwuipr7evbobdzbcwpsbft5ni