Title :
Wavelet-based separating kernels for array processing of cellular DS/CDMA signals in fast fading
Author :
Martone, Massimiliano
Author_Institution :
Telecommun. Group, Watkins-Johnson Co., Gaithersburg, MD, USA
fDate :
6/1/2000 12:00:00 AM
Abstract :
We propose new detectors for direct-sequence code-division multiple-access (CDMA) signals that outperform known approaches in rapidly fading multipath channels. Multipath compensation in CDMA systems is a problem of significant complexity especially when rapidly fading is afflicting the radio frequency channel. In this work, we depart from typical approaches in search of new kernels that can more accurately characterize the time-varying nature of the estimation problem and focus on a multiresolution representation of the fading processes. The unknown channel time variations are in fact decomposed using optimal unconditional bases in the family of the orthonormal wavelets. We show that it is possible to represent the channel in a reduced-order dimensional space by matching the scattering function of the multipath channel to its decomposition and obtain an approach that is effective in fast fading environments, such as those practically found in macrocell wireless communication applications. We apply this representation to the development of a practical multiscale filter that achieves multiuser separation minimizing a time-averaged squared error. The technique is studied by means of computer simulations and hardware experiments that employ a currently deployed base-station system
Keywords :
array signal processing; cellular radio; code division multiple access; electromagnetic wave scattering; fading channels; filtering theory; mean square error methods; multipath channels; multiuser channels; signal detection; spread spectrum communication; time-varying channels; wavelet transforms; DS-CDMA signals; array processing; base-station system; cellular DS/CDMA signals; channel time variations; computer simulations; detectors; direct-sequence code-division multiple-access; fast fading; hardware experiments; macrocell wireless communication; multipath channels; multipath compensation; multiresolution representation; multiscale filter; multiuser separation; optimal unconditional bases; orthonormal wavelets; radio frequency channel; reduced-order dimensional space; scattering function; time-averaged squared error; time-varying estimation problem; wavelet-based separating kernels; Array signal processing; Detectors; Fading; Kernel; Macrocell networks; Multiaccess communication; Multipath channels; Radio frequency; Scattering; Signal resolution;
Journal_Title :
Communications, IEEE Transactions on