Title :
Adaptive methods for equalization of rapidly fading channels
Author :
Tsatsanis, Michail K. ; Giannakis, Georgios B.
Author_Institution :
Dept. of Electr. Eng., Virginia Univ., Charlottesville, VA, USA
Abstract :
Basis expansion ideas are employed in order to equalize frequency-selective, rapidly fading channels. It is shown that for certain fading channels (like the mobile radio channel), the coefficients´ time variation can be modeled as a combination of a small number of complex exponentials, which leads to novel adaptive and decision-feedback equalization algorithms. By interpreting ideas from cyclostationary signal analysis, batch and recursive methods are also developed for estimating the frequencies of the exponentials. Finally, some illustrative simulations are presented
Keywords :
adaptive equalisers; decision feedback equalisers; fading; frequency estimation; military communication; mobile radio; recursive estimation; time-varying channels; adaptive equalisation algorithms; basis expansion; batch methods; complex exponentials; cyclostationary signal analysis; decision-feedback equalization algorithms; frequency estimation; frequency-selective channels; mobile radio channel; rapidly fading channels; recursive methods; simulations; Adaptive equalizers; Context modeling; Fading; Finite impulse response filter; Frequency estimation; Interference; Recursive estimation; Signal analysis; TV; Telephony;
Conference_Titel :
Military Communications Conference, 1993. MILCOM '93. Conference record. Communications on the Move., IEEE
Conference_Location :
Boston, MA
Print_ISBN :
0-7803-0953-7
DOI :
10.1109/MILCOM.1993.408590