Title :
Traffic-aided multiuser detection for random-access CDMA networks
Author :
Chen, Biao ; Tong, Lang
Author_Institution :
Dept. of Electr. & Comput. Eng., Syracuse Univ., NY, USA
fDate :
7/1/2001 12:00:00 AM
Abstract :
Traffic burstiness has been observed for multimedia packet switching networks. This burstiness results in the predictability of user activity at the individual source level, and the exploitation of such predictability in the receiver design for a random-access CDMA packet switching network is investigated in this paper. A decorrelating detector is considered for performance and complexity tradeoff and it is shown that the conventional approach of assuming all users are active results in substantial performance loss. A two-stage multiuser detection is proposed where the first stage tracks active output to the second stage multiuser detector for symbol detection. It is demonstrated that by using the traffic predictability, an accurate estimate of an active set of users is possible with a simple matched filterbank at the first stage
Keywords :
code division multiple access; decorrelation; matched filters; multimedia communication; multiuser channels; packet switching; receivers; signal detection; spread spectrum communication; telecommunication traffic; complexity; decorrelating detector; matched filterbank; multimedia packet switching networks; performance; random-access CDMA networks; receiver design; symbol detection; traffic burstiness; traffic predictability; traffic-aided multiuser detection; two-stage multiuser detection; user activity; Decorrelation; Detectors; Matched filters; Multiaccess communication; Multiple access interference; Multiuser detection; Packet switching; Performance loss; Telecommunication traffic; Wireless LAN;
Journal_Title :
Signal Processing, IEEE Transactions on