Sisi Miao, M.Sc.
- Doktorand
- Gruppe:
Prof. Schmalen
- Raum: 104
Campus West 06.45 - sisi miao ∂ kit edu
Geb.06.45, Hertzstr. 16, D-76187 Karlsruhe
Forschungsgebiete
- Channel coding and information theory
- Quantum error correcting codes
- Machine learning for communications
Aktuelle Arbeiten
Abschlussarbeiten
Offene Abschlussarbeiten
Titel | Betreuer | Art |
---|---|---|
Construction of Finite Length Quantum Error Correcting Codes (EN) | Sisi Miao | MA |
Laufende Abschlussarbeiten
Titel | Betreuer | Art |
---|---|---|
Improving Neural Belief Propagation (NBP) decoder for QLDPC codes (EN) | Sisi Miao | MA |
Optimization of Gallager B Decoder Over Binary Symmetric Channels (EN) | Sisi Miao | BA |
Gesamte Liste der Veröffentlichungen
Zeitschriftenbeiträge
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S. Miao, L. Rapp and L. Schmalen, "Improved soft-aided decoding of product codes with dynamic reliability scores," J. Lightw. Technol., vol. 40, no. 22, pp. 7279-7288, Nov. 2022, https://arxiv.org/abs/2204.00466
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Konferenzbeiträge
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J. Mandelbaum, S. Miao, H. Jäkel and L. Schmalen, "Endomorphisms of linear block codes," Proc. IEEE Int. Symp. Inform. Theory (ISIT), Athens, Greece, Jul. 2024, https://arxiv.org/abs/2402.00562
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S. Miao, J. Mandelbaum, H. Jäkel and L. Schmalen, "A joint code and belief propagation decoder design for quantum LDPC codes," Proc. IEEE Int. Symp. Inform. Theory (ISIT), Athens, Greece, Jul. 2024, https://arxiv.org/abs/2401.06874
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S. Miao, J. Mandelbaum, L. Rapp, H. Jäkel and L. Schmalen, "Performance analysis of generalized product codes with irregular degree distribution," Proc. IEEE Int. Symp. Inform. Theory (ISIT), Athens, Greece, Jul. 2024, https://arxiv.org/abs/2401.16977
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S. Miao, A. Schnerring, H. Li and L. Schmalen, "Neural belief propagation decoding of quantum LDPC codes using overcomplete check matrices," Proc. IEEE Inform. Theory Workshop (ITW), Saint-Malo, France, Apr. 2023, https://arxiv.org/abs/2212.10245
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S. Miao, L. Rapp and L. Schmalen, "Improved soft-aided decoding of product codes with adaptive performance-complexity trade-off," Proc. Eur. Conf. Opt. Commun. (ECOC), Basel, CH, Sep. 2022, https://arxiv.org/abs/2207.04815
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S. Miao, L. Rapp and L. Schmalen, "Error-and-erasure decoding of product and staircase codes with simplified extrinsic message passing," Proc. IEEE Int. Symp. Inform. Theory (ISIT), Espoo, Finland, Jun. 2022, preprint available at https://arxiv.org/abs/2201.08322
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S. Miao, L. Rapp and L. Schmalen, "Improved soft-aided error-and-erasure decoding of product codes with dynamic reliability scores," Proc. Opt. Fiber Commun. Conf. (OFC), San Diego, CA, USA, Mar. 2022, preprint available at https://arxiv.org/pdf/2112.05433.pdf
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S. Miao and C. Senger, "Dual-containing alternant codes for applications in the Calderbank–Shor–Steane construction," Proc. IEEE Int. Symp. Inform. Theory (ISIT), Melbourne, Australia, Jul. 2021
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