Title :
Adaptive channel identification algorithms for GSM digital mobile radio
Author :
Newson, P. ; Mulgrew, B.
Author_Institution :
British Telecom Worldwide Networks, London, UK
fDate :
29 Nov-2 Dec 1993
Abstract :
The paper is concerned with adaptive channel identification algorithms for use within the highly time variant radio communications environment. More specifically the problem of Viterbi equaliser coefficient computation within the GSM digital mobile radio system is considered. Within the paper algorithms which employ a priori knowledge of the time variant characteristics of the channel in order to reduce steady state estimation error due to channel time variation are presented. Theoretical analysis of the stability, convergence rate and steady state performance of the algorithms is presented and it is shown that under general time variant channel conditions the algorithms can result in improved performance over conventional algorithms. Under GSM specific channel conditions, however, it is shown that additive noise levels are in general too high and data block lengths too short to enable significant performance advantage to be achieved
Keywords :
adaptive systems; cellular radio; digital radio systems; equalisers; maximum likelihood estimation; parameter estimation; signal detection; telecommunication channels; GSM digital mobile radio; Viterbi equaliser coefficient computation; adaptive channel identification algorithms; additive noise levels; channel time variation; convergence rate; data block lengths; stability; steady state estimation error; steady state performance; Algorithm design and analysis; Convergence; Estimation error; GSM; Land mobile radio; Performance analysis; Radio communication; Stability analysis; Steady-state; Viterbi algorithm;
Conference_Titel :
Global Telecommunications Conference, 1993, including a Communications Theory Mini-Conference. Technical Program Conference Record, IEEE in Houston. GLOBECOM '93., IEEE
Conference_Location :
Houston, TX
Print_ISBN :
0-7803-0917-0
DOI :
10.1109/GLOCOM.1993.318069