Title :
A digital receiver for demodulation of CDMA waveforms with a-priori unknown delays and amplitudes
Author :
Iltis, Ronald A.
Author_Institution :
Dept. of Electr. & Comput. Eng., California Univ., Santa Barbara, CA, USA
Abstract :
A digital receiver is presented which provides near-optimum demodulation of code division multiple access (CDMA) waveforms, with simultaneous tracking of amplitudes and delays. It is shown that a CDMA waveform is equivalent to an M-ary symbol sequence, with intersymbol interference of no more than one duration. Thus, the individual users can be jointly demodulated using the Viterbi algorithm (VA), when the amplitudes and delays are known a priori. A modified VA is developed under the assumptions that the amplitudes are unknown, and the delay estimates initialized to within half a chip. The branch metrics of the VA are approximately given by the innovations likelihoods of a bank of extended Kalman filters (EKSs). Each EKF provides an estimate of the CDMA amplitudes and delays, conditioned on a particular survivor sequence. Thus, for binary modulation and N users, 2 N EKFs and nodes in the VA trellis are required, with 2N branches from each node. Simulation results are presented which demonstrate that the algorithm successfully estimates delays and amplitudes, given suitable initialization of the CDMA delay estimates
Keywords :
Kalman filters; code division multiple access; delays; demodulation; digital communication systems; digital filters; receivers; CDMA waveforms; M-ary symbol sequence; Viterbi algorithm; amplitudes tracking; binary modulation; branch metrics; code division multiple access; delays tracking; demodulation; digital receiver; extended Kalman filters; intersymbol interference; simulation results; Amplitude estimation; Delay estimation; Demodulation; Information processing; Maximum likelihood estimation; Multiaccess communication; Propagation delay; Statistics; Technological innovation; Viterbi algorithm;
Conference_Titel :
Military Communications Conference, 1991. MILCOM '91, Conference Record, Military Communications in a Changing World., IEEE
Conference_Location :
McLean, VA
Print_ISBN :
0-87942-691-8
DOI :
10.1109/MILCOM.1991.258215