Help from space: grant-free massive access for satellite-based IoT in the 6G era

Digital Communications and Networks - Tập 8 - Trang 215-224 - 2022
Neng Ye1, Jihong Yu1, Aihua Wang1, Rongrong Zhang2
1School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China
2Information Engineering College, Capital Normal University, Beijing, 100048, China

Tài liệu tham khảo

Sexton, 2017, 5G: Adaptable networks enabled by versatile radio access technologies, IEEE Communications Surveys Tutorials, 19, 688, 10.1109/COMST.2017.2652495 Yu, 2021, Stabilizing frame slotted aloha based iot systems: a geometric ergodicity perspective, IEEE JSAC, 39, 714 J. Yu, J. Liu, R. Zhang, L. Chen, W. Gong, S. Zhang, Multi-seed group labeling in rfid systems, to be appeared in IEEE Trans. Mobile Comput. 19 (12) (2020) 2850-2862. Zhang, 2021, A multi-stage stochastic programming-based offloading policy for fog enabled iot-ehealth, IEEE J. Sel. Area. Commun., 39, 411, 10.1109/JSAC.2020.3020659 Zong, 2019, 6G technologies: key drivers, core requirements, system architectures, and enabling technologies, IEEE Veh. Technol. Mag., 14, 18, 10.1109/MVT.2019.2921398 Zhang, 2019, 6g wireless networks: vision, requirements, architecture, and key technologies, IEEE Veh. Technol. Mag., 14, 28, 10.1109/MVT.2019.2921208 Yang, 2019, 6g wireless communications: vision and potential techniques, IEEE Network, 33, 70, 10.1109/MNET.2019.1800418 Zhang, 2019, 6g visions: mobile ultra-broadband, super internet-of-things, and artificial intelligence, China Communications, 16, 1, 10.23919/JCC.2019.08.001 Cioni, 2018, On the satellite role in the era of 5g massive machine type communications, IEEE Network, 32, 54, 10.1109/MNET.2018.1800024 Letaief, 2019, The roadmap to 6g: ai empowered wireless networks, IEEE Commun. Mag., 57, 84, 10.1109/MCOM.2019.1900271 Chu, 2020, Robust design for noma-based multi-beam leo satellite internet of things, IEEE Internet.Things. J. Ye, 2019, Deep learning aided grant-free noma toward reliable low-latency access in tactile internet of things, IEEE.Trans. Ind. Inf, 15, 2995, 10.1109/TII.2019.2895086 Ye, 2020, DeepNOMA: a unified framework for NOMA using deep multi-task learning, IEEE Trans. Wireless Commun., 19, 2208, 10.1109/TWC.2019.2963185 Chen, 2018, Toward the standardization of non-orthogonal multiple access for next generation wireless networks, IEEE Commun. Mag., 56, 19, 10.1109/MCOM.2018.1700845 El Gamal, 1980, Multiple user information theory, Proc. IEEE, 68, 1466, 10.1109/PROC.1980.11897 Cover, 1981, Asynchronous multiple-access channel capacity, IEEE Trans. Inf. Theor., 27, 409, 10.1109/TIT.1981.1056382 Médard, 2004, Capacity of time-slotted ALOHA packetized multiple-access systems over the AWGN channel, IEEE Trans. Wireless Commun., 3, 486, 10.1109/TWC.2003.821175 Cheng, 1993, Gaussian multiaccess channels with isi: capacity region and multiuser water-filling, IEEE Trans. Inf. Theor., 39, 773, 10.1109/18.256487 Mamandipoor, 2014, Capacity-achieving distributions in Gaussian multiple access channel with peak power constraints, IEEE Trans. Inf. Theor., 60, 6080, 10.1109/TIT.2014.2342218 Farkas, 2011, Capacity regions of discrete asynchronous multiple access channels, 2273 Verdú, 1989, The capacity region of the symbol-asynchronous Gaussian multiple-access channel, IEEE Trans. Inf. Theor., 35, 733, 10.1109/18.32152 Chong, 2009, The capacity region of the symbol-asynchronous Gaussian multiple-access channel with orthogonal signaling, 1699 Chong, 2010, The capacity region of the asynchronous Gaussian vector multiple-access channel, 1 Plotnik, 1989, On the capacity region of the random-multiple access channel, 1 Minero, 2012, Random access: an information-theoretic perspective, IEEE Trans. Inf. Theor., 58, 909, 10.1109/TIT.2011.2173711 Ye, 2018, Uplink nonorthogonal multiple access technologies toward 5g: a survey, Wireless Commun. Mobile Comput., 1 Yuan, 2016, Multi-user shared access for Internet of things, 1 Nikopour, 2013, Sparse code multiple access, 332 Dai, 2018, Pattern division multiple access: a new multiple access technology for 5G, IEEE Wireless Communications, 25, 54, 10.1109/MWC.2018.1700084 Yu, 2018, Optimal design of resource element mapping for sparse spreading non-orthogonal multiple access, IEEE.Wireless Commun. Lett., 7, 744, 10.1109/LWC.2018.2818157 Liu, 2018, Enhanced uplink non-orthogonal multiple access for 5G and beyond systems, Front.Inf. Technol..Electron. Eng., 19, 340, 10.1631/FITEE.1700842 2018 Yu, 2018, Design and analysis of SCMA codebook based on star-QAM signaling constellations, IEEE Trans. Veh. Technol., 67, 10543, 10.1109/TVT.2018.2865920 Xiao, 2018, On capacity-based codebook design and advanced decoding for sparse code multiple access systems, IEEE Trans. Wireless Commun., 17, 3834, 10.1109/TWC.2018.2816929 Ye, 2018, On constellation rotation of NOMA with SIC receiver, IEEE Commun. Lett., 22, 514, 10.1109/LCOMM.2017.2781708 Taherzadeh, 2014, SCMA codebook design, 1 Dai, 2018, A survey of non-orthogonal multiple access for 5G, IEEE Communications Surveys Tutorials, 20, 2294, 10.1109/COMST.2018.2835558 Yuan, 2018, Successive interference cancellation for LDPC coded nonorthogonal multiple access systems, IEEE Trans. Veh. Technol., 67, 5460 Jeong, 2018, MAP-based active user and data detection for massive machine-type communications, IEEE Trans. Veh. Technol., 67, 8481, 10.1109/TVT.2018.2849621 Wang, 2018, Non-orthogonal multiple access: a unified perspective, IEEE Wireless Communications, 25, 10, 10.1109/MWC.2018.1700070 Wei, 2017, Low complexity iterative receiver design for sparse code multiple access, IEEE Trans. Commun., 65, 621, 10.1109/TCOMM.2016.2631468 Dai, 2017, Improved message passing algorithms for sparse code multiple access, IEEE Trans. Veh. Technol., 66, 9986, 10.1109/TVT.2017.2741525 Meng, 2017, Low complexity receiver for uplink SCMA system via expectation propagation, 1 Yu, 2020, Finite-alphabet signature design for grant-free noma: a quantized deep learning approach, IEEE Trans. Veh. Technol., 10.1109/TVT.2020.3006262 Yu H., Ye N., Wang A., Non-orthogonal wireless backhaul design for cell-free massive mimo: an integrated computation and communication approach, IEEE.Wireless Commun. Lett. 10 (2) 281-285. Liu, 2020, Resource allocation for energy-efficient mec in noma-enabled massive iot networks, IEEE J. Sel. Area. Commun. Chen, 2019, A deep reinforcement learning approach for collaborative mobile edge computing iot networks, IEEE Internet.Things.J., 6, 7011, 10.1109/JIOT.2019.2913162 Schaich, 2014, Waveform contenders for 5g — ofdm vs. fbmc vs. ufmc, 457 Fettweis, 2009, Gfdm - generalized frequency division multiplexing, 1 Abdoli, 2015, Filtered OFDM: a new waveform for future wireless systems, 66 Chen, 2020, Wireless beam modulation: an energy- and spectrum-efficient communication technology for future massive iot systems, IEEE Wireless Communications, 27, 60, 10.1109/MWC.001.2000021 Jia, 2019, Power multiplexing NOMA and bandwidth compression for satellite-terrestrial networks, IEEE Trans. Veh. Technol., 68, 11107, 10.1109/TVT.2019.2944077 Yue, 2020, Outage behaviors of noma-based satellite network over shadowed-rician fading channels, IEEE Trans. Veh. Technol., 69, 6818, 10.1109/TVT.2020.2988026 Zhu, 2017, Non-orthogonal multiple access based integrated terrestrial-satellite networks, IEEE J. Sel. Area. Commun., 35, 2253, 10.1109/JSAC.2017.2724478 An, 2018, On the secrecy performance of land mobile satellite communication systems, IEEE Access, 6, 39606, 10.1109/ACCESS.2018.2854233 Yan, 2018, Performance analysis of NOMA-based land mobile satellite networks, IEEE Access, 6, 31327, 10.1109/ACCESS.2018.2844783 Yan, 2018, Hybrid satellite terrestrial relay networks with cooperative non-orthogonal multiple access, IEEE Commun. Lett., 22, 978, 10.1109/LCOMM.2018.2815610 Yan, 2018, Outage performance of NOMA-based hybrid satellite-terrestrial relay networks, IEEE.Wireless Commun. Lett., 7, 538, 10.1109/LWC.2018.2793916 Jia, 2018, Interbeam interference constrained resource allocation for shared spectrum multibeam satellite communication systems, IEEE Internet.Things. J., 6, 6052, 10.1109/JIOT.2018.2870878 Zhu, 2017, Non-orthogonal multiple access based integrated terrestrial-satellite networks, IEEE J. Sel. Area. Commun., 35, 2253, 10.1109/JSAC.2017.2724478 Li, 2014, A novel multi-beam architecture in mobile satellite communications, 1 Qi, 2018, Outage performance of non-orthogonal multiple access based unmanned aerial vehicles satellite networks, China Communications, 15, 1, 10.1109/CC.2018.8387982 Shao, 2019, Noma-based irregular repetition slotted aloha for satellite networks, IEEE Commun. Lett., 23, 624, 10.1109/LCOMM.2019.2900319 Zhao, 2020, Random pattern multiplexing for random access in iot-oriented satellite networks, IEEE Systems Journal, 14, 4089, 10.1109/JSYST.2019.2927319 Abramson, 1970, The ALOHA system: another alternative for computer communications, 281 Roberts, 1975, ALOHA packet system with and without slots and capture, ACM SIGCOMM Computer Communication Review, 5, 28, 10.1145/1024916.1024920 Choudhury, 1983, Diversity ALOHA - a random access scheme for satellite communications, IEEE Trans. Commun., 31, 450, 10.1109/TCOM.1983.1095828 Casini, 2007, Contention resolution diversity slotted ALOHA (CRDSA): an enhanced random access schemefor satellite access packet networks, IEEE Trans. Wireless Commun., 6, 1408, 10.1109/TWC.2007.348337 Ghanbarinejad, 2013, Irregular repetition slotted ALOHA with multiuser detection, 201 Wang, 2018, A framework of non-orthogonal slotted aloha (nosa) protocol for tdma-based random multiple access in iot-oriented satellite networks, IEEE Access, 6, 77542, 10.1109/ACCESS.2018.2883399 Paolini, 2015, Coded random access: applying codes on graphs to design random access protocols, IEEE Commun. Mag., 53, 144, 10.1109/MCOM.2015.7120031 De Gaudenzi, 2014, Asynchronous contention resolution diversity ALOHA: making CRDSA truly asynchronous, IEEE Trans. Wireless Commun., 13, 6193, 10.1109/TWC.2014.2334620 Makrakis, 1992, Spread slotted ALOHA techniques for mobile and personal satellite communication systems, IEEE J. Sel. Area. Commun., 10, 985, 10.1109/49.144885 Reichman, 2014, Enhanced spread spectrum Aloha (E-SSA), an emerging satellite return link messaging scheme, 1 Elbayoumi, 2020, NOMA-assisted machine-type communications in UDN: state-of-the-art and challenges, IEEE Communications Surveys Tutorials, 22, 1276, 10.1109/COMST.2020.2977845 Balevi, 2018, ALOHA-NOMA for massive machine-to-machine IoT communication, 1 Choi, 2017, NOMA-based random access with multichannel ALOHA, IEEE J. Sel. Area. Commun., 35, 2736, 10.1109/JSAC.2017.2766778 Elkourdi, 2018, Enabling slotted Aloha-NOMA for massive M2M communication in IoT networks, 1 Shirvanimoghaddam, 2017, Massive non-orthogonal multiple access for cellular iot: potentials and limitations, IEEE Commun. Mag., 55, 55, 10.1109/MCOM.2017.1600618 Au, 2014, Uplink contention based SCMA for 5G radio access, 900 2016 2016 Shirvanimoghaddam, 2017, Massive non-orthogonal multiple access for cellular IoT: potentials and limitations, IEEE Commun. Mag., 55, 55, 10.1109/MCOM.2017.1600618 Polyanskiy, 2017, A perspective on massive random-access, 2523 Nazer, 2011, Compute-and-forward: Harnessing interference through structured codes, IEEE Trans. Inf. Theor., 57, 6463, 10.1109/TIT.2011.2165816 Yang, 2017, A non-orthogonal multiple-access scheme using reliable physical-layer network coding and cascade-computation decoding, IEEE Trans. Wireless Commun., 16, 1633, 10.1109/TWC.2017.2650900 Goseling, 2015, Random access with physical-layer network coding, IEEE Trans. Inf. Theor., 61, 3670, 10.1109/TIT.2015.2425879 Fazel, 2013, Random access compressed sensing over fading and noisy communication channels, IEEE Trans. Wireless Commun., 12, 2114, 10.1109/TWC.2013.032013.120489 Monsees, 2014, Reliable activity detection for massive machine to machine communication via multiple measurement vector compressed sensing, 1057 Monsees, 2015, Compressive sensing multi-user detection for multicarrier systems in sporadic machine type communication, 1 Abebe, 2015, Compressive sensing-based random access with multiple-sequence spreading for MTC, 1 Wang, 2015, Compressive sensing based multi-user detection for uplink grant-free non-orthogonal multiple access, 1 Needell, 2009, CoSaMP: iterative signal recovery from incomplete and inaccurate samples, Appl. Comput. Harmon. Anal., 26, 301, 10.1016/j.acha.2008.07.002 Tan, 2016, Compressive sensing based time-frequency joint non-orthogonal multiple access, 1 Ding, 2019, Sparsity learning-based multiuser detection in grant-free massive-device multiple access, IEEE Trans. Wireless Commun., 18, 3569, 10.1109/TWC.2019.2915955 Miao X., Guo D., Li X., Grant-free noma with device activity learning using long short-term memory, IEEE.Wireless Commun. Lett. 9 (7) 981-984. 2018 Cao, 2018, Two stage frequency offset pre-compensation scheme for satellite mobile terminals, 117 Cui, 2015, Enhanced timing advanced estimation with symmetric zadoff-chu sequences for satellite systems, IEEE Commun. Lett., 19, 747, 10.1109/LCOMM.2015.2411610