Title :
A review of turbo coding with channel estimation for Single input Single output system in ultra-wideband channel
Author :
Haniffuddin, H. ; Mohammad, R. ; Mansor, W.
Author_Institution :
Fac. of Electr. Eng., Univ. Teknol. Mara, Shah Alam, Malaysia
Abstract :
This paper describes a review of turbo coding with channel estimation for Single-input and Single output system in ultra-wide band (SISO-UWB) channel. The common decoding algorithms used in turbo codes are Bahl, Cocke, Jelinek and Raviv (BCJR) algorithm, Viterbi algorithm, and Soft Output Viterbi Algorithm (SOVA). In the application of channel estimation with turbo codes the techniques used are maximum posterior probability (MAP) decoder, Least Square (LS) estimation, Discrete Fourier Transform (DFT), and Maximum Likelihood (ML). These techniques can improve system performance by re-estimating the channel after iteration of each decoder. BCJR algorithm and sign-change-ratio (SCR) criterion are recommended for turbo codes decoding and stopping iteration respectively. Least Square (LS) estimation technique can be used to estimate the channel parameter of turbo codes maximum iteration. It is believed that the proposed combination method can minimize turbo codes stopping iteration and hence, prevent computation delay, wasted power consumption as the iteration stages keep increasing when it reaches the maximum peak of the performances.
Keywords :
channel estimation; discrete Fourier transforms; least squares approximations; maximum likelihood decoding; turbo codes; ultra wideband communication; Bahl, Cocke, Jelinek and Raviv algorithm; SISO-UWB channel; channel estimation; decoding algorithm; discrete Fourier transform; least square estimation; maximum likelihood; maximum posterior probability decoder; single input single output system; soft output Viterbi algorithm; turbo coding; ultra-wideband channel; Channel estimation; Convolutional codes; Decoding; Estimation; Iterative decoding; Turbo codes; Viterbi algorithm; Channel Estimation; SISO; Turbo Code; UWB;
Conference_Titel :
Signal Processing and its Applications (CSPA), 2012 IEEE 8th International Colloquium on
Conference_Location :
Melaka
Print_ISBN :
978-1-4673-0960-8
DOI :
10.1109/CSPA.2012.6194786