Title :
Bounds for optimum multiuser DS-CDMA systems
Author :
Jana, Rittwik ; Lei Wei
Author_Institution :
Res. Sch. of Inf. Sci. & Eng., Australian Nat. Univ., Canberra, ACT, Australia
Abstract :
In this paper, we evaluate the performance of optimum multiuser detection by union bounding techniques for a large number of users. It is a difficult task to analytically compute the average bit error probability of multiuser DS-CDMA systems. In this paper we aim to use bounds to accurately evaluate the optimal performance of a multiuser DS-CDMA system, both synchronous and asynchronous. We present a general algorithm to compute the partial distance spectrum of the multiuser system. Numerical results for both systems with binary random signature waveforms of length 31 are used to illustrate the method. It has been found that the optimal bounds for the asynchronous system have a lower bit error probability (BEP) than synchronous systems. Focus is given to two areas namely 1) computing bit error probability (BEP) given a particular correlation matrix, 2) applying optimal conditional importance sampling and computing bit error probability for randomly generated correlation matrices
Keywords :
code division multiple access; correlation methods; error statistics; pseudonoise codes; signal detection; spread spectrum communication; DS-CDMA systems; asynchronous system; average bit error probability; binary random signature waveforms; correlation matrix; numerical results; optimal bounds; optimal conditional importance sampling; optimum multiuser detection; partial distance spectrum; performance evaluation; random spreading codes; randomly generated correlation matrices; synchronous system; union bounding techniques; Adaptive arrays; Adaptive equalizers; Antenna arrays; Bit error rate; Error probability; Euclidean distance; Information technology; Multiaccess communication; Multiuser detection; Upper bound;
Conference_Titel :
Personal, Indoor and Mobile Radio Communications, 1996. PIMRC'96., Seventh IEEE International Symposium on
Conference_Location :
Taipei
Print_ISBN :
0-7803-3692-5
DOI :
10.1109/PIMRC.1996.567455