Title :
Performance comparison of non-linear and adaptive equalization algorithms for wireless digital communication
Author :
Bhalani, J. ; Trivedi, A.I. ; Kosta, Y.P.
Abstract :
The recent digital transmission systems impose the application of channel equalizers with short training time and high tracking rate. These requirements turn our attention to channel equalization algorithms. Interference cancellation scheme assisted by an adaptive channel estimation and equalization is developed for the effective use of radio frequency in the existing or on-going mobile communication system. This paper clarifies cancelling ability of the proposed co-channel cancelling algorithm for the GSM system under the multiple cochannel interfering environments. It is confirmed that the developed scheme works well also in the AWGN channel and the frequency flat fast-fading channel. Amongst the several widely known algorithms, we consider the nonlinear equalizer algorithm like MLSE, adaptive algorithms like LMS & RLS. The analysis of each algorithm is given by their scatter plot by taking different modulation techniques and the overall comparison of algorithm is verified for several values of the signal-to-noise ratio (SNR). Algorithms performances are measured by the resulting receiving bit error-rate (BER).
Keywords :
AWGN channels; adaptive equalisers; cellular radio; channel estimation; cochannel interference; error statistics; fading channels; interference suppression; least mean squares methods; maximum likelihood estimation; mobile communication; modulation; AWGN channel; GSM system; adaptive algorithm; adaptive channel estimation; adaptive equalization; bit error-rate; channel equalization; cochannel cancelling; cochannel interfering environment; digital transmission system; frequency flat fast-fading channel; interference cancellation; least mean square; maximum-likelihood sequence estimation; mobile communication; modulation; nonlinear equalization; radio frequency; recursive least square; signal-to-noise ratio; wireless digital communication; AWGN channels; Adaptive equalizers; Channel estimation; Digital communication; GSM; Interference cancellation; Maximum likelihood estimation; Mobile communication; Radio frequency; Wireless communication; (Maximum-Likelihood Sequence Estimation); LMS (Least Mean Square Algorithm); MLSE; RLS (Recursive Least-square Algorithm);
Conference_Titel :
Internet, 2009. AH-ICI 2009. First Asian Himalayas International Conference on
Conference_Location :
Kathmandu
Print_ISBN :
978-1-4244-4569-1
Electronic_ISBN :
978-1-4244-4570-7
DOI :
10.1109/AHICI.2009.5340332