Title :
Jammer suppression in DS-CDMA arrays using independent component analysis
Author :
Raju, K. ; Ristaniemi, T. ; Karhunen, J. ; Oja, E.
Author_Institution :
Neural Networks Res. Centre, Helsinki Univ. of Technol., Espoo, Finland
Abstract :
We propose using Independent Component Analysis (ICA) as an advanced pre-processing tool for blind suppression of interfering jammer signals in direct sequence spread spectrum communication systems utilizing antenna arrays. The role of ICA is to provide a jammer-mitigated signal to the conventional detection. If the jammer signal is weak or absent, preprocessing by ICA is not advisable. Therefore we also consider two possible switching schemes, called pre-switching and post-switching, which activate the ICA-based jammer canceller only when it is expected to improve conventional detection. ICA-RAKE pre-switching is less complex, while post-switching performs better, especially when the jammer is pulsed in nature. Simulations are given to illustrate the achieved performance gains for single- and multi-path channels.
Keywords :
antenna arrays; code division multiple access; independent component analysis; interference suppression; jamming; multipath channels; spread spectrum communication; DS-CDMA arrays; RAKE preswitching; antenna arrays; blind suppression; direct sequence spread spectrum communication systems; independent component analysis; jammer signal suppression; multipath channels; switching schemes; Blind source separation; Independent component analysis; Interference; Jamming; Multiaccess communication; Performance gain; RAKE receivers; Sensor arrays; Source separation; Spread spectrum communication;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2006.1576531