Title :
Least Mean Square Aided Adaptive Detection in Hybrid Direct-Sequence Time-Hopping Ultrawide Bandwidth Systems
Author :
Ahmed, Qasim Zeeshan ; Liu, Wei ; Yang, Lie-Liang
Author_Institution :
Sch. of ECS, Southampton Univ., Southampton
Abstract :
In this contribution an adaptive detection scheme based on least mean square (LMS) principles is proposed and investigated in the context of the hybrid direct-sequence time-hopping ultrawide bandwidth (DS-TH UWB) systems. The bit-error-rate (BER) performance of the hybrid DS-TH UWB system is investigated when communicating over the UWB channels modelled by the Saleh-Valenzuela (S-V) channel model. Furthermore, since both the pure DS-UWB and pure TH-UWB constitute special examples of the hybrid DS-TH UWB, their BER performance is also investigated in this contribution for the sake of comparison with that of the hybrid DS-TH UWB. Our study and simulation results show that the LMS-aided adaptive detection can be a feasible detection scheme for deployment in practical DS-, TH- or hybrid DS-TH UWB systems. It can be shown that, with the aid of a training sequence of reasonable length, the considered UWB schemes are capable of achieving a BER performance which is close to that achieved by the minimum mean-square error (MMSE) detector with perfect channel knowledge.
Keywords :
adaptive signal detection; error statistics; least mean squares methods; spread spectrum communication; ultra wideband communication; DS-TH UWB system; Saleh-Valenzuela channel model; UWB channel; bit-error-rate; hybrid direct-sequence time-hopping ultrawide bandwidth system; least mean square aided adaptive detection; minimum mean-square error detection; Adaptive signal detection; Bandwidth; Bit error rate; Decorrelation; Detectors; Least squares approximation; Maximum likelihood detection; OFDM modulation; Pulse modulation; Ultra wideband communication;
Conference_Titel :
Vehicular Technology Conference, 2008. VTC Spring 2008. IEEE
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-1644-8
Electronic_ISBN :
1550-2252
DOI :
10.1109/VETECS.2008.226