Title :
Blind parameter estimation in multiple-access systems
Author :
Napolitano, Antonio ; Tanda, Mario
Author_Institution :
Dipt. di Ingegneria Elettronica e delle Telecomunicazi- oni, Univ. di Napoli Federico II, Italy
fDate :
4/1/2001 12:00:00 AM
Abstract :
A blind algorithm for the estimation of amplitude, phase, and relative time delay of each user in multiple-access communication systems is proposed. This algorithm is based on the cyclostationarity features of the received signals and provides estimates of the unknown parameters that are intrinsically immune to the effects of noise and interference, provided that a cycle frequency of the user signals exists which is not shared with the disturbance terms. The proposed estimators are, under mild assumptions, asymptotically unbiased and consistent, Moreover, the proposed algorithm is asymptotically near-far resistant and is not based on the usual assumption of white and/or Gaussian noise
Keywords :
Gaussian noise; amplitude estimation; cellular radio; code division multiple access; delay estimation; frequency division multiple access; multiuser channels; phase estimation; radiofrequency interference; spread spectrum communication; time division multiple access; DS-CDMA; FDMA; TDMA; amplitude estimation; asymptotically near-far resistant algorithm; asymptotically unbiased estimator; blind algorithm; blind parameter estimation; cycle frequency; cyclostationarity signals; frequency-division multiple-access; multicell environment; multiple-access communication systems; multiple-access interference; narrow-band nonstationary interference; noise; phase estimation; stationary Gaussian noise; stationary nonGaussian noise; time delay estimation; time-division multiple-access; Amplitude estimation; Delay effects; Delay estimation; Detectors; Frequency estimation; Interference; Maximum likelihood estimation; Multiaccess communication; Parameter estimation; Phase estimation;
Journal_Title :
Communications, IEEE Transactions on