Smart Beamforming for Direct LEO Satellite Access of Future IoT

Non-terrestrial networks (NTN) are expected to play a key role in extending and complementing terrestrial 5G networks in order to provide services to air, sea, and un-served or under-served areas. This paper focuses the attention on the uplink, where terminals are able to establish a direct link with the NTN at Ka-band. To reduce the collision probability when a large population of terminals is transmitting simultaneously, we propose a grant-free access scheme called resource sharing beamforming access (RSBA). We study RBSA for low Earth orbit (LEO) satellite communications with massive multiple-input multiple-output (MIMO). The idea is to benefit from the spatial diversity to decode multiple overlapped signals. We have devised a blind and open-loop beamforming technique, where neither the receiver must carry out brute-force search in azimuth and elevation, nor are the terminals required to report channel state information. Upon deriving the theoretical throughput, we show that RBSA is appropriate for grant-free access to LEO satellite, it reduces the probability of collision, and thus it increases the number of terminals that can access the media. Practical implementation aspects have been tackled, such as the estimation of the required statistics, and the determination of the number of users.

[1]  X. Xia,et al.  Massive MIMO Transmission for LEO Satellite Communications , 2020, IEEE Journal on Selected Areas in Communications.

[2]  Riccardo De Gaudenzi,et al.  Random access schemes for satellite networks, from VSAT to M2M: a survey , 2018, Int. J. Satell. Commun. Netw..

[3]  Riccardo De Gaudenzi,et al.  Asynchronous Contention Resolution Diversity ALOHA: Making CRDSA Truly Asynchronous , 2014, IEEE Transactions on Wireless Communications.

[4]  Ana I. Pérez-Neira,et al.  Spatial processing for frequency diversity schemes , 2000, IEEE Trans. Signal Process..

[5]  Ana I. Perez-Neira,et al.  RSBA-Resource Sharing Beamforming Access for 5G-mMTC , 2019, 2019 IEEE Globecom Workshops (GC Wkshps).

[6]  Riccardo De Gaudenzi,et al.  Contention Resolution Diversity Slotted ALOHA (CRDSA): An Enhanced Random Access Schemefor Satellite Access Packet Networks , 2007, IEEE Transactions on Wireless Communications.

[7]  Thomas Kailath,et al.  Detection of signals by information theoretic criteria , 1985, IEEE Trans. Acoust. Speech Signal Process..

[8]  Thomas L. Marzetta,et al.  Noncooperative Cellular Wireless with Unlimited Numbers of Base Station Antennas , 2010, IEEE Transactions on Wireless Communications.

[9]  Symeon Chatzinotas,et al.  Signal Processing for High-Throughput Satellites: Challenges in new interference-limited scenarios , 2018, IEEE Signal Processing Magazine.

[10]  Claire Goursaud,et al.  Random unslotted time-frequency ALOHA: Theory and application to IoT UNB networks , 2016, 2016 23rd International Conference on Telecommunications (ICT).

[11]  Symeon Chatzinotas,et al.  Architectures and Key Technical Challenges for 5G Systems Incorporating Satellites , 2018, IEEE Transactions on Vehicular Technology.

[12]  Hosein Nikopour,et al.  Sparse code multiple access , 2013, 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).

[13]  Stefano Cioni,et al.  Direct Access to 5G New Radio User Equipment from NGSO Satellites in Millimeter Waves , 2020, 2020 10th Advanced Satellite Multimedia Systems Conference and the 16th Signal Processing for Space Communications Workshop (ASMS/SPSC).

[14]  Piero Angeletti,et al.  A Pragmatic Approach to Massive MIMO for Broadband Communication Satellites , 2020, IEEE Access.

[15]  Gilberto Berardinelli,et al.  Generalized DFT-Spread-OFDM as 5G Waveform , 2016, IEEE Communications Magazine.

[16]  Weidong Wang,et al.  Asynchronous Flipped Grant-Free SCMA for Satellite-Based Internet of Things Communication Networks , 2019, Applied Sciences.

[17]  R. De Gaudenzi,et al.  High Efficiency Satellite Multiple Access Scheme for Machine-to-Machine Communications , 2012, IEEE Trans. Aerosp. Electron. Syst..

[18]  Emil Björnson,et al.  Random Pilot and Data Access in Massive MIMO for Machine-Type Communications , 2017, IEEE Transactions on Wireless Communications.

[19]  Miguel Angel Vazquez,et al.  Non-Orthogonal Transmission Techniques for Multibeam Satellite Systems , 2019, IEEE Communications Magazine.

[20]  Joan Bas,et al.  New Satellite Random Access Preamble Design Based on Pruned DFT-Spread FBMC , 2020, IEEE Transactions on Communications.

[21]  G. Seco-Granados,et al.  Location-Based Timing Advance Estimation for 5G Integrated LEO Satellite Communications , 2020, GLOBECOM 2020 - 2020 IEEE Global Communications Conference.

[22]  Octavia A. Dobre,et al.  Signature-Based Nonorthogonal Massive Multiple Access for Future Wireless Networks: Uplink Massive Connectivity for Machine-Type Communications , 2018, IEEE Vehicular Technology Magazine.

[23]  Y. Rahmat-Samii,et al.  Realizable feed-element patterns for multibeam reflector antenna analysis , 1981 .

[24]  Naofal Al-Dhahir,et al.  Doppler characterization for LEO satellites , 1998, IEEE Trans. Commun..

[25]  Joan Bas,et al.  Study on the Application of NOMA Techniques for Heterogeneous Satellite Terminals , 2020, 2020 10th Advanced Satellite Multimedia Systems Conference and the 16th Signal Processing for Space Communications Workshop (ASMS/SPSC).

[26]  Petar Popovski,et al.  Coded Pilot Random Access for Massive MIMO Systems , 2018, IEEE Transactions on Wireless Communications.

[27]  Erik G. Larsson,et al.  Detection of Pilot-hopping Sequences for Grant-free Random Access in Massive Mimo Systems , 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[28]  Amina Piemontese,et al.  Architectures, standardisation, and procedures for 5G Satellite Communications: A survey , 2020, Comput. Networks.

[29]  Cheng Zou,et al.  Beam Coverage Comparison of LEO Satellite Systems Based on User Diversification , 2019, IEEE Access.

[30]  Shahrokh Farahmand,et al.  Coordinated versus uncoordinated channel tracking for high-rate internet of things in multiuser massive MIMO: Algorithms and performance , 2021, Signal Process..

[31]  Ning Ge,et al.  Hybrid Satellite-Terrestrial Communication Networks for the Maritime Internet of Things: Key Technologies, Opportunities, and Challenges , 2019, IEEE Internet of Things Journal.

[32]  Stefano Cioni,et al.  LTE‐based satellite communications in LEO mega‐constellations , 2017, Int. J. Satell. Commun. Netw..