Title :
Oversampled blind MLSDE receiver
Author :
Zamiri-Tafarian, H. ; Pasupathy, S.
Author_Institution :
Dept. of Electr. & Comput. Eng., Toronto Univ., Ont., Canada
Abstract :
Oversampled blind maximum likelihood sequence detection and estimation (MLSDE) is proposed to improve the performance and robustness of the MLSDE receiver. The performance of the MLSDE receiver depends firmly on the assumed channel model and available knowledge about the channel parameters at the receiver. A deterministic channel model is used to enhance the robustness of the receiver in a dynamic environment such as mobile communications. Oversampled joint channel estimation and data detection is proposed to improve the receiver performance which approaches the performance of the receiver knowing the channel parameters completely. The estimation part of the oversampled MLSDE leads to an RLS-type algorithm for additive colored Gaussian noise which becomes the noise model in the oversampling method. Bandwidth efficiency is achieved by using blind channel estimation (i.e. no training sequence) and two-level differentially encoded quadrature phase shift keying modulation scheme with 16 points constellation (16-DQPSK)
Keywords :
Gaussian noise; differential phase shift keying; equalisers; fading channels; land mobile radio; least squares approximations; maximum likelihood detection; maximum likelihood sequence estimation; modulation coding; multipath channels; quadrature phase shift keying; radio receivers; recursive estimation; signal sampling; time-varying channels; transient response; RLS-type algorithm; additive colored Gaussian noise; bandwidth efficiency; blind channel estimation; channel impulse response; channel parameters; data detection; deterministic channel model; discrete time-variant channel; maximum likelihood sequence detection; maximum likelihood sequence estimation; mobile communications; multipath fading channel; noise model; optimal equalization; oversampled blind MLSDE receiver; oversampled joint channel estimation; performance; quadrature phase shift keying; receiver performance; two-level differentially encoded QPSK; Additive noise; Bandwidth; Blind equalizers; Channel estimation; Colored noise; Gaussian noise; Maximum likelihood detection; Maximum likelihood estimation; Mobile communication; Robustness;
Conference_Titel :
Communications, 2000. ICC 2000. 2000 IEEE International Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-6283-7
DOI :
10.1109/ICC.2000.853305