Title :
LDPC based error resilient audio signal processing for wireless communication
Author :
Baviskar, Jaypal ; Mulla, Afshan ; Gulati, Mugdha ; Vaswani, Punit ; Baviskar, Amol
Author_Institution :
Dept. of Electr. Eng., Veermata Jijabai Technol. Inst., Mumbai, India
Abstract :
The increasing growth of communication has fostered research on various methods to obviate noise from affecting the data transmitted over the link. Low Density Parity Check (LDPC) has gained popularity because of its property of exhibiting near Shannon limit performance when interpreted via iterative probabilistic algorithm. This paper presents a high performance and an enhanced LDPC based algorithm, for channel coding audio signals. The algorithm is designed so as to facilitate adaptive feature as a function of input audio size. It generates an encoded stream of data by arranging bits into data vectors and processing it with the designed LDPC matrix. The modulation scheme considered for transmitting the audio signal is Binary Phase Shift Keying (BPSK). The audio signal recovered at various Signal to Noise ratios (SNRs) is illustrated. The performance analysis of the algorithm delineates improved results for AWGN noise. The Bit Error Rate (BER) is estimated at different SNRs and BER Vs SNR graph is plotted to determine the efficacy of the algorithm.
Keywords :
AWGN; audio coding; audio signal processing; error statistics; iterative methods; parity check codes; phase shift keying; probability; AWGN noise; BPSK; LDPC based algorithm; LDPC based error resilient audio signal processing; LDPC matrix; SNR; Shannon limit performance; binary phase shift keying; bit error rate; channel coding audio signals; encoded data stream; iterative probabilistic algorithm; low density parity check; signal to noise ratios; wireless communication; Algorithm design and analysis; Channel coding; Decoding; Noise; Parity check codes; Signal processing algorithms; AWGN noise; Audio processing; Binary Phase Shift Keying (BPSK); Channel coding; Low Density Parity Check (LDPC) Code; Modulation scheme; adaptive matrix; probabilistic approach;
Conference_Titel :
Pervasive Computing (ICPC), 2015 International Conference on
Conference_Location :
Pune
DOI :
10.1109/PERVASIVE.2015.7087164