Title :
LLR based analysis of LDPC codes concatenated with orthogonal STBC coded MIMO systems
Author :
Gupta, Puneet ; Gupta, Bharat
Author_Institution :
Dept. of Electron. & Commun., Jaypee Univ. of Inf. Technol., Waknaghat, India
Abstract :
Multiple input multiple output (MIMO) system is one of the most promising wireless technologies that can achieve wide coverage, high throughput and improved reliability. Low density parity check (LDPC) codes can achieve capacity near Shannon´s limit with good error correcting performance. In this paper, we combined LDPC codes with orthogonal space time block codes (OSTBC) in MIMO systems. The performance of LDPC codes depends on the structure of the parity check matrix and decoding algorithms. In this paper, we analyzed the bit-error rate (BER) performance of different LDPC codes like Quasi Cyclic (QC) and random which differs in their parity check matrix structures. For low complexity decoding, log domain Sum Product Algorithm (log-SPA) is used which has messages in the form of log-likelihood ratios (LLR). Further, the approximate BER expressions are derived and verified for above mentioned system with different antenna configurations.
Keywords :
MIMO communication; cyclic codes; decoding; error correction codes; error statistics; space-time block codes; BER expressions; BER performance; LDPC codes; LLR; LLR based analysis; OSTBC; Shannon limit; bit-error rate; complexity decoding; decoding algorithms; error correcting performance; log domain sum product algorithm; log-SPA; log-likelihood ratios; low density parity check; multiple input multiple output; orthogonal STBC coded MIMO systems; orthogonal space time block codes; parity cheek matrix; parity eheck matrix structures; quasi cyclic; wireless technologies; Bit error rate; Decoding; MIMO; Parity check codes; Receivers; Transmitters; Wireless communication; LLR; MIMO; QC-LDPC; SPA; STBC;
Conference_Titel :
Signal Propagation and Computer Technology (ICSPCT), 2014 International Conference on
Conference_Location :
Ajmer
Print_ISBN :
978-1-4799-3139-2
DOI :
10.1109/ICSPCT.2014.6885009