CHENG Yun-peng, CAI Yue-ming. On the Robustness of the Subspace Method for Blind Signature Waveform Estimation in Asynchronous DS-CDMA Systems[J]. Acta Electronica Sinica, 2001, 29(10): 1327-1331.
DOI:
CHENG Yun-peng, CAI Yue-ming. On the Robustness of the Subspace Method for Blind Signature Waveform Estimation in Asynchronous DS-CDMA Systems[J]. Acta Electronica Sinica, 2001, 29(10): 1327-1331.DOI:
On the Robustness of the Subspace Method for Blind Signature Waveform Estimation in Asynchronous DS-CDMA Systems
The effects of the channel order and tails on the performance of subspace-based blind signature waveform estimation method in asynchronous DS-CDMA systems are analyzed in theory
and the simulations are carried out.First
we present a signature waveform decomposition model
which means partitioning the signature waveform into the mth-order significant part and the tails
and the corresponding mth-order subspace method is obtained.Secondly
by using matrix perturbation theory
we prove the decomposition validation
which shows that the signature waveform estimation of the mth-order subspace method is close to the mth-order significant part.Finally
from the stable degree of matrix eigenvalue decomposition
the decomposition criterion is derived
which points out that we should avoid modeling the tails and adopt the channel order as small as possible.The simulation results support our theoretical analysis.