Title :
Low-Complexity Reduced-Rank Adaptive Detection in Hybrid Direct-Sequence Time-Hopping Ultrawide Bandwidth Systems
Author :
Ahmed, Qasim Zeeshan ; Yang, Lie-Liang
Author_Institution :
Sch. of ECS, Univ. of Southampton, Southampton
Abstract :
In this contribution reduced-rank adaptive minimum mean- square error multiuser detector (MMSE-MUD) is proposed and investigated for the hybrid direct-sequence time-hopping ultrawide bandwidth (DS-TH UWB) systems. The adaptive MMSE-MUD is operated based on the normalised least mean-square (NLMS) principles associated with using Taylor polynomial approximation (TPA)-assisted reduced-rank technique. It can be shown that the reduced-rank adaptive technique is beneficial to achieving low-complexity, high convergence speed and robust detection in hybrid DS-TH UWB systems. In this contribution bit-error-rate (BER) performance of the hybrid DS-TH UWB systems using proposed reduced- rank adaptive MMSE-MUD is investigated, when communicating over UWB channels modelled by the Saleh-Valenzuela (S-V) channel model. Our simulation results show that the TPA-assisted reduced-rank adaptive MMSE-MUD is capable of achieving a similar BER performance as that of the full-rank adaptive MMSE-MUD but with significantly lower detection complexity.
Keywords :
error statistics; least mean squares methods; multiuser detection; polynomial approximation; ultra wideband communication; Saleh-Valenzuela channel model; Taylor polynomial approximation; bit-error-rate; hybrid direct sequence time hopping; low complexity; mean- square error multiuser detector; normalised least mean-square; reduced rank adaptive detection; reduced rank adaptive minimum; ultrawide bandwidth systems; Adaptive filters; Adaptive systems; Bandwidth; Bit error rate; Convergence; Delay; Detectors; Multiuser detection; Polynomials; Robustness;
Conference_Titel :
Vehicular Technology Conference, 2009. VTC Spring 2009. IEEE 69th
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-2517-4
Electronic_ISBN :
1550-2252
DOI :
10.1109/VETECS.2009.5073658