Title :
Re-configurable semi-blind cancellation of asynchronous interference with an antenna array
Author :
Kuzminskiy, Alexandr M. ; Papadias, Constantinos B.
Author_Institution :
Lucent Technol. Bell Labs, Holmdel, NJ, USA
Abstract :
The antenna array asynchronous interference cancellation problem is addressed by means of semi-blind algorithms with projections to the finite alphabet. It has been observed that the conventional least squares (LS) solution estimated over the training interval may not be suitable for initialization of iterative semi-blind schemes in the case of asynchronous interference. Unlike the synchronous case, a modified LS initialization based on the autocorrelation matrix estimated over the whole burst of data outperforms the conventional LS initialization for the high interference level. We propose a re-configurable receiver which exploits on-line selection of the initialization. Its efficiency is demonstrated in TDMA and OFDM environments.
Keywords :
OFDM modulation; antenna arrays; array signal processing; correlation methods; interference suppression; iterative methods; least squares approximations; matrix algebra; radio receivers; radiofrequency interference; time division multiple access; LS initialization; OFDM; TDMA; antenna array; asynchronous interference; autocorrelation matrix; finite alphabet; iterative semi-blind schemes; least squares estimation; re-configurable interference cancellation; re-configurable receiver; semi-blind interference cancellation; training interval; Antenna arrays; Data models; Interference cancellation; Iterative algorithms; Narrowband; OFDM; Radiofrequency interference; Receiving antennas; Time division multiple access; Training data;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1202738