Title :
Nonbinary LDPC-coded differential modulation with reduced-complexity decoding
Author :
Minghua Li ; Baoming Bai ; Xiao Ma
Author_Institution :
State Key Lab. of ISN, Xidian Univ., Xi´an, China
Abstract :
In this paper, we apply q-ary LDPC codes to differential modulation systems, and study the design and performance of the resultant coded modulation systems. Two low-complexity joint detection-decoding methods for noncoherent demodulation are proposed, in which the hard-message-passing strategy is used for a joint factor graph. The first method is based on the joint detection-decoding algorithm introduced in [1]; and the second one is developed by combining trellis-based differential detection and the hard-decision-based decoding of nonbinary LDPC codes. The Max-Log-MAP algorithm with soft-in hard-out is used for the differential detection. Simulation results show that both methods offer acceptable performances with greatly reduced complexities.
Keywords :
computational complexity; demodulation; graph theory; maximum likelihood decoding; message passing; parity check codes; hard-decision-based decoding; hard-message-passing strategy; joint factor graph; low-complexity joint detection-decoding methods; max-log-MAP algorithm; nonbinary LDPC-coded differential modulation; noncoherent demodulation; q-ary LDPC codes; reduced-complexity decoding; resultant coded modulation systems; trellis-based differential detection; Complexity theory; Decoding; Demodulation; Iterative decoding; Joints;
Conference_Titel :
Communications in China (ICCC), 2013 IEEE/CIC International Conference on
Conference_Location :
Xi´an
DOI :
10.1109/ICCChina.2013.6671087