Title :
Pilot symbol initiated optimal decoder for the land mobile fading channel
Author :
Han, Jae Choong ; Georghiades, Costas N.
Author_Institution :
Dept. of Inf. Commun., Myong Ji Univ., South Korea
Abstract :
We investigate the use of the expectation-maximization (EM) algorithm for estimating sequences of two-dimensional constellation signals transmitted over Gaussian fading channels with diversity reception. The algorithm performs coherent decoding with the use of pilot symbols. It is shown that the performance of the algorithm approaches that of the optimal maximum-likelihood (ML) receiver with linearly increasing complexity as a function of the sequence length. The uncoded performance as well as the coded performance are simulated, and compared with that of other algorithms
Keywords :
Gaussian channels; diversity reception; estimation theory; fading; land mobile radio; maximum likelihood decoding; maximum likelihood detection; EM algorithm; Gaussian fading channels; algorithm performance; coded performance; coherent decoding; diversity reception; expectation maximization algorithm; land mobile fading channel; linearly increasing complexity; optimal maximum likelihood receiver; pilot symbol initiated optimal decoder; sequence estimation; sequence length; two-dimensional constellation signals; uncoded performance; Communication system performance; Fading channels; Gaussian channels; Land mobile radio diversity systems; Maximum likelihood decoding; Maximum likelihood detection; Sequential estimation;
Conference_Titel :
Global Telecommunications Conference, 1995. Conference record. Communication Theory Mini-Conference, GLOBECOM '95., IEEE
Print_ISBN :
0-7803-2509-5
DOI :
10.1109/CTMC.1995.502929