Title :
Joint blind frame synchronization and encoder identification for LDPC codes
Author :
Tian Xia ; Hsiao-Chun Wu ; Shih Yu Chang
Author_Institution :
Sch. of Electr. Eng. & Comput. Sci., Louisiana State Univ., Baton Rouge, LA, USA
Abstract :
In this paper, we would like to tackle joint blind frame synchronization and encoder identification of binary low-density parity-check (LDPC) codes for binary phase-shift keying (BPSK) signals. The unknown encoder and the unknown time-delay can be blindly estimated at the same time using the average log-likelihood ratios (LLRs) of syndrome a posteriori probability (APP). To reduce the complexity of the blind frame synchronization, we propose a two-stage search method with a search step-size q by exploiting the quasi-cyclic property of the parity-check matrix. Our proposed new joint scheme is evaluated by the probability of detection resulting from numerous Monte Carlo simulations. The simulation results demonstrate the effectiveness of our proposed joint blind frame-synchronization and encoder-identification scheme for multi-path situations.
Keywords :
binary codes; matrix algebra; maximum likelihood estimation; parity check codes; phase shift keying; probability; search problems; synchronisation; APP; BPSK signals; LDPC codes; LLRs; Monte Carlo simulations; average log-likelihood ratios; binary low-density parity-check codes; binary phase-shift keying signals; encoder-identification scheme; joint blind frame synchronization; multipath situations; parity-check matrix; probability of detection; quasicyclic property; search step-size; syndrome a posteriori probability; two-stage search method; Binary phase shift keying; Delay effects; Joints; Parity check codes; Synchronization; Wireless communication; Blind encoder identification; blind frame synchronization; low-density parity-check (LDPC) codes; multi-path channels;
Conference_Titel :
Communications (ICC), 2014 IEEE International Conference on
Conference_Location :
Sydney, NSW
DOI :
10.1109/ICC.2014.6884150