Title :
Compressive sensing aided determination of WCDMA constrained capacity
Author :
Aulin, J.Y.K. ; Jeremic, D.
Author_Institution :
Telecommun. Theor. Group, Chalmers Univ. of Technol., Gothenburg, Sweden
Abstract :
The continual challenge for Wideband Code Division Multiple Access (WCDMA) communication networks is to provide increasingly higher data rates for more and more users for mobile broadband. Hence, WCDMA single-user and multiple-user capacity results are important references for practical WCDMA networks since they provide limits of performance to which practical systems strive to approach. Analysis and determination of the single and multiple-user WCDMA capacity for dispersive fading channels which include the effects of inter-symbol interference (ISI), inter-channel interference (ICI) and multi-user interference (MUI) (without over-simplifying assumptions to not restrict the applicability of the results) has been a difficult and computationally costly problem. In this paper, we study the WCDMA constrained capacity of a doubly-dispersive wide sense stationary uncorrelated scattering (WSSUS) fading channel, using an equivalent vector channel model of the system with inter-symbol, inter-channel and the multi-user interference due to multipath. To reduce the computational cost of determining the capacity numerically, due to interference, we propose a novel method based on compressive sensing (CS).
Keywords :
code division multiple access; compressed sensing; cost reduction; fading channels; intersymbol interference; wavelength division multiplexing; ICI; ISI; WCDMA constrained capacity; WCDMA multiple-user; WCDMA networks; WCDMA single-user; WSSUS; compressive sensing; compressive sensing aided determination; computational cost reduction; dispersive fading channels; inter-symbol interference; interchannel interference; multi-user interference; wide sense stationary uncorrelated scattering; wideband code division multiple access communication networks; Channel models; Fading; Interference; Multiaccess communication; Optimization; Spread spectrum communication; Vectors;
Conference_Titel :
Communications (ICC), 2012 IEEE International Conference on
Conference_Location :
Ottawa, ON
Print_ISBN :
978-1-4577-2052-9
Electronic_ISBN :
1550-3607
DOI :
10.1109/ICC.2012.6364634