Title :
Blind joint estimation of the technical parameters of continuous phase modulated signals
Author :
Bianchi, P. ; Loubaton, Ph ; Sirven, F.
Author_Institution :
Equipe Signal pour les Commun., UMLV, Marne-La-Vallee, France
Abstract :
In this paper, a new nondata aided estimator of the technical parameters of continuous phase modulated (CPM) signals is proposed. It consists in estimating jointly the modulation index, the symbol period and the frequency offset. It is based on the following observations. Firstly, the inverse of the index is the smallest positive real number a CPM signal should be raised to in order to generate a deterministic harmonic signal; secondly, the frequencies of the harmonic signal are simply related to the symbol period and the carrier frequency. The asymptotic behavior of the estimation error is studied. If N is the number of signaling intervals, the estimate of the modulation index is shown to converge to a nonGaussian distribution at rate 1/N, while the estimate of the frequency offset and the estimate of the symbol period converge at rate 1/N32/. Simulations results sustain our theoretical claims.
Keywords :
continuous phase modulation; parameter estimation; CPM; asymptotic behavior; blind joint estimation; continuous phase modulated signal; deterministic harmonic signal; estimation error; frequency offset estimation; modulation index estimation; nonGaussian distribution; nondata aided estimator; symbol period estimation; technical parameter estimation; Data mining; Estimation error; Frequency estimation; Gaussian distribution; Parameter estimation; Phase estimation; Phase modulation; Power harmonic filters; Signal generators; Transmitters;
Conference_Titel :
Global Telecommunications Conference, 2003. GLOBECOM '03. IEEE
Print_ISBN :
0-7803-7974-8
DOI :
10.1109/GLOCOM.2003.1258533