On LDPC codes for Gaussian interference channels
dc.citation.epage | 1996 | en_US |
dc.citation.spage | 1992 | en_US |
dc.contributor.author | Sharifi, S. | en_US |
dc.contributor.author | Tanç, A. K. | en_US |
dc.contributor.author | Duman, Tolga M. | en_US |
dc.coverage.spatial | Honolulu, HI, USA | en_US |
dc.date.accessioned | 2016-02-08T11:46:38Z | |
dc.date.available | 2016-02-08T11:46:38Z | |
dc.date.issued | 2014 | en_US |
dc.department | Department of Electrical and Electronics Engineering | en_US |
dc.description | Date of Conference: 29 June-4 July 2014 | en_US |
dc.description | Conference Name: International Symposium on Information Theory, IEEE 2014 | en_US |
dc.description.abstract | In this paper, we focus on the two-user Gaussian interference channel (GIC), and study the Han-Kobayashi (HK) coding/decoding strategy with the objective of designing low-density parity-check (LDPC) codes. A code optimization algorithm is proposed which adopts a random perturbation technique via tracking the average mutual information. The degree distribution optimization and convergence threshold computation are carried out for strong and weak interference channels, employing binary phase-shift keying (BPSK). Under strong interference, it is observed that optimized codes operate close to the capacity boundary. For the case of weak interference, it is shown that via the newly designed codes, a nontrivial rate pair is achievable, which is not attainable by single user codes with time-sharing. Performance of the designed LDPC codes are also studied for finite block lengths through simulations of specific codes picked from the optimized degree distributions. | en_US |
dc.description.provenance | Made available in DSpace on 2016-02-08T11:46:38Z (GMT). No. of bitstreams: 1 bilkent-research-paper.pdf: 70227 bytes, checksum: 26e812c6f5156f83f0e77b261a471b5a (MD5) Previous issue date: 2014 | en |
dc.identifier.doi | 10.1109/ISIT.2014.6875182 | en_US |
dc.identifier.issn | 2157-8095 | en_US |
dc.identifier.uri | http://hdl.handle.net/11693/27175 | |
dc.language.iso | English | en_US |
dc.publisher | IEEE | en_US |
dc.relation.isversionof | http://dx.doi.org/10.1109/ISIT.2014.6875182 | en_US |
dc.source.title | Proceedings of the International Symposium on Information Theory, IEEE 2014 | en_US |
dc.subject | Algorithms | en_US |
dc.subject | Forward error correction | en_US |
dc.subject | Optimization | en_US |
dc.subject | Random processes | en_US |
dc.subject | Signal interference | en_US |
dc.subject | Average mutual information | en_US |
dc.subject | Code optimization | en_US |
dc.subject | Degree distributions | en_US |
dc.subject | Finite block length | en_US |
dc.subject | Gaussian interference channels | en_US |
dc.subject | Interference channels | en_US |
dc.subject | Low-density parity-check (LDPC) codes | en_US |
dc.subject | Strong interference | en_US |
dc.subject | Codes (symbols) | en_US |
dc.title | On LDPC codes for Gaussian interference channels | en_US |
dc.type | Conference Paper | en_US |
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