Title :
Low complexity linear detection for asynchronous CDMA signals over frequency selective channels
Author :
Wautier, Armelle ; Ammari, Saloua ; Hachem, Walid
Author_Institution :
Ecole Super. d´Electricite, Gif-sur-Yvette, France
Abstract :
In this paper, a suboptimal low complexity structure for joint linear detection of CDMA signals is proposed. The optimal joint linear zero-forcing or minimum mean squared error detectors use a vector model of the transmission where the channel is represented by a matrix. Due to the finite memory of the channel, most of the blocks of the channel autocorrelation matrix are equal to zero. It is then possible to put this structure into profit to derive low complexity implementations for these detectors. In this paper, the optimal linear system resolution is approximated by overlapped smaller subsystems. The performance and the complexity of the resulting detector are analyzed for both downlink and uplink communications over frequency selective channels for periodic spreading codes with a period equal to the symbol period as well as for random-like codes. The trade-off between complexity and performance is flexible, which offers a great advantage to the proposed solution.
Keywords :
code division multiple access; correlation methods; least mean squares methods; signal detection; wireless channels; asynchronous CDMA signals; channel autocorrelation matrix; downlink communications; finite memory; frequency selective channels; joint linear detection; low complexity linear detection; minimum mean squared error detectors; optimal joint linear zero-forcing; optimal linear system resolution; periodic spreading codes; random-like codes; suboptimal low complexity structure; symbol period; uplink communications; vector model; Abstracts; Equalizers; Joints; Throughput;
Conference_Titel :
Signal Processing Conference, 2004 12th European
Conference_Location :
Vienna
Print_ISBN :
978-320-0001-65-7