Title :
A blind adaptive QR-based lattice multi-channel filter for cellular base-station TDMA transceivers with antenna arrays
Author :
Martone, Massimiliano Max
Author_Institution :
Telecommun. Group, Watkins-Johnson Co., Gaithersburg, MD, USA
Abstract :
A new adaptive algorithm for blind interference rejection and multipath mitigation is studied and applied to antenna array processing in TDMA cellular communication systems. It is shown how the estimation of multiple signals from different sources by means of a multi-sensor receiver can be formulated as a multi-channel deconvolution problem. The method proposed is based on high-order statistics (HOS) processing of the baseband vector samples at the antenna array output. The similarity between the cumulant-based solution and the standard multi-variable least squares solution is exploited to derive an efficient adaptive algorithm based on the vector lattice architecture. The algorithm is numerically stable, considerably less complex than other existing multi-channel methods using HOS processing and exhibits rapid convergence with respect to blind array processing algorithms using simple gradient-based minimization procedures
Keywords :
adaptive antenna arrays; adaptive filters; adaptive signal processing; array signal processing; cellular radio; deconvolution; direction-of-arrival estimation; filtering theory; higher order statistics; interference suppression; land mobile radio; multipath channels; numerical stability; time division multiple access; transceivers; HOS processing; adaptive algorithm; antenna array output; antenna array processing; antenna arrays; baseband vector samples; blind adaptive QR-based lattice filter; blind array processing algorithms; blind interference rejection; cellular base-station TDMA transceivers; cumulant-based solution; high-order statistics; multichannel deconvolution; multichannel filter; multipath; multiple signals estimation; multisensor receiver; multivariable least squares solution; numerically stable algorithm; rapid convergence; vector lattice architecture; Adaptive algorithm; Adaptive arrays; Adaptive filters; Array signal processing; Baseband; Deconvolution; Interference; Lattices; Statistics; Time division multiple access;
Conference_Titel :
Communications, 1997. ICC '97 Montreal, Towards the Knowledge Millennium. 1997 IEEE International Conference on
Conference_Location :
Montreal, Que.
Print_ISBN :
0-7803-3925-8
DOI :
10.1109/ICC.1997.605178