Title :
CMA-based code acquisition scheme for DS-CDMA systems
Author :
Cheung, Peter K P ; Rapajic, Predrag B.
Author_Institution :
Res. Sch. of Inf. Sci. & Eng., Australian Nat. Univ., Canberra, ACT, Australia
fDate :
5/1/2000 12:00:00 AM
Abstract :
In direct-sequence code-division multiple access, a code synchronization must take place before the multiuser detector. As the initial synchronization stage, a code acquisition scheme is used to estimate the relative timing phase for the desired transmission within one chip interval. In this paper, a blind code acquisition scheme using adaptive linear filtering based on a linearly constrained constant modulus algorithm (CMA) is proposed. The uncertainty of a desired user´s delay is initially discretized and translated into a number of hypotheses. The lock convergence property of CMA is exploited, where the filter at the steady state can lock onto the desired user while nulling all other interfering users (i.e., a decorrelator). For each delay hypothesis, the filter is initialized as the corresponding shifted spreading sequence of the desired user. It is shown that lock convergence always occurs for the correct hypothesis, while all incorrect hypotheses will be hovered around some saddle regions, given sufficiently small step sizes. Then, the correct hypothesis is the one which has the converged filter to yield the maximum lock onto the desired user, or a maximum output energy
Keywords :
adaptive filters; cellular radio; code division multiple access; delays; interference suppression; phase estimation; radiofrequency interference; spread spectrum communication; synchronisation; CMA-based code acquisition scheme; DS-CDMA systems; adaptive linear filtering; blind code acquisition scheme; code synchronization; converged filter; correct hypothesis; delay; delay hypothesis; desired user; direct-sequence code-division multiple access; incorrect hypotheses; interfering users; linearly constrained constant modulus algorithm; lock convergence property; maximum lock; maximum output energy; relative timing phase; saddle regions; spreading sequence; steady state; Convergence; Delay; Detectors; Direct-sequence code-division multiple access; Filtering algorithms; Maximum likelihood detection; Multiaccess communication; Nonlinear filters; Phase estimation; Timing;
Journal_Title :
Communications, IEEE Transactions on