Title :
Dynamic Grouped Chip-Level Iterated Multiuser Detection Based on Gaussian Forcing Technique
Author :
Wathan, F. ; Hoshyar, R. ; Tafazolli, R.
Author_Institution :
Univ. of Surrey, Guildford
fDate :
3/1/2008 12:00:00 AM
Abstract :
The brute-force MAP-based chip-level iterated (CLi) multiuser detection techniques exploiting the newly proposed low-density signature (LDS) structure have been shown to approach the performance of single-user even at overloading condition of up to 200%. However, their complexity is exponential to the number of interfering users in a chip that can be impractical. In this letter, by using Gaussian-forcing (GF) technique, we trade-off performance and complexity and it results in a dynamic grouped GF (G-GF) CLi MUD technique. We show via computer simulation, at the system with 200% condition, the loss of approximately 0.3 dB compared to its brute-force counterpart is observed while reducing the complexity to more than half.
Keywords :
Gaussian processes; least mean squares methods; multiuser detection; CLi; Gaussian-forcing technique; LDS; chip-level iterated multiuser detection techniques; dynamic grouped MUD technique; low-density signature structure; minimum mean-squared error detector; single-user overloading; Channel capacity; Computer simulation; Detectors; Gaussian noise; Gaussian processes; Interference; Multiaccess communication; Multiuser detection; Signal processing; Utility programs;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2008.071931