Multiuser detection using adaptive multistage matrix wiener filtering schemes with stage-selection criteria in DS-UWB

Authors:
Chia-Chang Hu;Hsuan-Yu Lin
Affiliations:
Department of Communications Engineering, National Chung Cheng University, Chia-Yi, Taiwan;Telecom Technology Division, Telecom Technology Center, Kaohsiung, Taiwan
Venue:
EURASIP Journal on Advances in Signal Processing
Year:
2008

Citing 21
Cited 1

Matrix computations (3rd ed.)

Matrix computations (3rd ed.)
Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models

Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models
Reduced-rank adaptive filtering

IEEE Transactions on Signal Processing
Space-time adaptive reduced-rank multistage Wiener filtering for asynchronous DS-CDMA

IEEE Transactions on Signal Processing
Low-complexity multiuser detectors for time-hopping impulse-radio systems

IEEE Transactions on Signal Processing
Low Complexity Rake Receivers in Ultra-Wideband Channels

IEEE Transactions on Wireless Communications
Unified Analysis of UWB Transmitted-Reference Schemes in the Presence of Narrowband Interference

IEEE Transactions on Wireless Communications
Digital fuzzy logic controller: design and implementation

IEEE Transactions on Fuzzy Systems
A multistage representation of the Wiener filter based on orthogonal projections

IEEE Transactions on Information Theory
Multipath Aided Rapid Acquisition: Optimal Search Strategies

IEEE Transactions on Information Theory
Impact of spreading bandwidth on RAKE reception in dense multipath channels

IEEE Journal on Selected Areas in Communications
Performance of RAKE reception in dense multipath channels: implications of spreading bandwidth and selection diversity order

IEEE Journal on Selected Areas in Communications
The ultra-wide bandwidth indoor channel: from statistical model to simulations

IEEE Journal on Selected Areas in Communications
Characterization of ultra-wide bandwidth wireless indoor channels: a communication-theoretic view

IEEE Journal on Selected Areas in Communications
A unified spectral analysis of generalized time-hopping spread-spectrum signals in the presence of timing jitter

IEEE Journal on Selected Areas in Communications
Multiple access for UWB impulse radio with pseudochaotic time hopping

IEEE Journal on Selected Areas in Communications
Multiuser detection for DS-CDMA UWB in the home environment

IEEE Journal on Selected Areas in Communications
Multistage block-spreading for impulse radio multiple access through ISI channels

IEEE Journal on Selected Areas in Communications
Analysis of UWB transmitted-reference communication systems in dense multipath channels

IEEE Journal on Selected Areas in Communications
Ultrawide bandwidth signals as shot noise: a unifying approach

IEEE Journal on Selected Areas in Communications - Part 1
Frame Synchronization for Variable-Length Packets

IEEE Journal on Selected Areas in Communications

Reduce-complexity fuzzy-inference-based iterative multiuser detection for wireless communication systems

International Journal of Communication Systems

Quantified Score

Hi-index	0.00

Visualization

Abstract

Adaptive reduced-rank (RR) multistage matrix Wiener filtering (MMWF) techniques, based on the minimum mean-square error (MMSE) criterion, are proposed for direct-sequence (DS) ultra-wideband (UWB) communication systems. These RR-MMWF-based algorithms employ an adaptive fuzzy-inference determined filter stage. As a consequence, the proposed schemes achieve a substantial saving in complexity without compromising system performance and dynamic convergence/tracking capability. Additionally, the fuzzy-logic-controlled matrix conjugate gradient (MCG) algorithm is developed for a robust and reduced-rank implementation of the full-rank MMWF. Simulations are conducted to illustrate the convergence/tracking superiority and to provide a comparative evaluation of the proposed algorithms with the MMWF-based schemes using other adaptive stage-selecting criteria.