面向语义通信的模分多址技术
Tóm tắt
Từ khóa
Tài liệu tham khảo
Cover TM, Thomas JA, 2001. Elements of Information Theory. John Wiley & Sons, Ltd., New York, USA, p.374–458. https://doi.org/10.1002/0471200611.ch14
Dai JC, Wang SX, Tan KL, et al., 2022. Nonlinear transform source-channel coding for semantic communications. IEEE J Sel Areas Commun, 40(8):2300–2316. https://doi.org/10.1109/JSAC.2022.3180802
Dai LL, Wang BC, Yuan YF, et al., 2015. Non-orthogonal multiple access for 5G: solutions, challenges, opportunities, and future research trends. IEEE Commun Mag, 53(9):74–81. https://doi.org/10.1109/MCOM.2015.7263349
Ding ZG, Adachi F, Poor HV, 2016. The application of MIMO to non-orthogonal multiple access. IEEE Trans Wirel Commun, 15(1):537–552. https://doi.org/10.1109/TWC.2015.2475746
Dong C, Liang HT, Xu XD, et al., 2023. Semantic communication system based on semantic slice models propagation. IEEE J Sel Areas Commun, 41(1):202–213. https://doi.org/10.1109/JSAC.2022.3221948
Gao S, Zhang M, Cheng X, 2018. Precoded index modulation for multi-input multi-output OFDM. IEEE Trans Wirel Commun, 17(1):17–28. https://doi.org/10.1109/TWC.2017.2760823
Islam SMR, Avazov N, Dobre OA, et al., 2017. Power-domain non-orthogonal multiple access (NOMA) in 5G systems: potentials and challenges. IEEE J Sel Areas Commun, 19(2):721–742. https://doi.org/10.1109/COMST.2016.2621116
Jiang PW, Wen CK, Jin S, et al., 2023. Wireless semantic communications for video conferencing. IEEE J Sel Areas Commun, 41(1):230–244. https://doi.org/10.1109/JSAC.2022.3221968
Krizhevsky A, 2009. Learning Multiple Layers of Features from Tiny Images. Technical Report, TR-2009. University of Toronto, Toronto, Canada.
Kuznetsova A, Rom H, Alldrin N, et al., 2020. The open images dataset V4: unified image classification, object detection, and visual relationship detection at scale. Int J Comput Vis, 128:1956–1981. https://doi.org/10.1007/s11263-020-01316-z
Li WZ, Liang HT, Dong C, et al., 2023. Non-orthogonal multiple access enhanced multi-user semantic communication. https://arxiv.org/abs/2303.06597
Luo XW, Gao RB, Chen HH, et al., 2022. Multi-modal and multi-user semantic communications for channel-level information fusion. IEEE Wirel Commun, early access. https://doi.org/10.1109/MWC.011.2200288
Mao Y, Dizdar O, Clerckx B, et al., 2022. Rate-splitting multiple access: fundamentals, survey, and future research trends. IEEE Commun Surv Tutor, 24(4):2073–2126. https://doi.org/10.1109/COMST.2022.3191937
Saito Y, Kishiyama Y, Benjebbour A, et al., 2013. Nonorthogonal multiple access (NOMA) for cellular future radio access. IEEE 77th Vehicular Technology Conf, p.1–5. https://doi.org/10.1109/VTCSpring.2013.6692652
Shannon CE, 1948. A mathematical theory of communication. Bell Syst Tech J, 27(3):379–423. https://doi.org/10.1002/j.1538-7305.1948.tb01338.x
Shi YX, Shao S, Wu YP, et al., 2023. Excess distortion exponent analysis for semantic-aware MIMO communication systems. https://arxiv.org/abs/2301.04357
Wang SX, Dai JC, Liang ZJ, et al., 2023. Wireless deep video semantic transmission. IEEE J Sel Areas Commun, 41(1):214–229. https://doi.org/10.1109/JSAC.2022.3221977
Wang Z, Zhang JY, Du HY, et al., 2023. Extremely large-scale MIMO: fundamentals, challenges, solutions, and future directions. IEEE Wirel Commun, early access. https://doi.org/10.1109/MWC.132.2200443
Weng Z, Qin Z, 2021. Semantic communication systems for speech transmission. IEEE J Sel Areas Commun, 39(8):2434–2444. https://doi.org/10.1109/JSAC.2021.3087240
Wu Z, Lu K, Jiang C, et al., 2018. Comprehensive study and comparison on 5G NOMA schemes. IEEE Access, 6:18511–18519. https://doi.org/10.1109/ACCESS.2018.2817221
Xie H, Qin Z, Li GY, et al., 2021. Deep learning enabled semantic communication systems. IEEE Trans Signal Process, 69:2663–2675. https://doi.org/10.1109/TSP.2021.3071210
Zhang P, Xu WJ, Gao H, et al., 2022a. Toward wisdom-evolutionary and primitive-concise 6G: a new paradigm of semantic communication networks. Engineering, 8:60–73. https://doi.org/10.1016/j.eng.2021.11.003
Zhang P, Peng MG, Cui SG, et al., 2022b. Theory and techniques for “intellicise” wireless networks. Front Inform Technol Electron Eng, 23(1):1–4. https://doi.org/10.1631/FITEE.2210000
Zhang P, Xu XD, Dong C, et al., 2022c. Intellicise communication system: model-driven semantic communications. J China Univ Posts Telecommun, 29(1):2–12. https://doi.org/10.19682/j.cnki.1005-8885.2022.2002
Zhang Y, Xu W, Gao H, et al., 2022. Multi-user semantic communications for cooperative object identification. IEEE Int Conf on Communications Workshops, p.157–162. https://doi.org/10.1109/ICCWorkshops53468.2022.9814491