Abstract
Massive Internet of Things (IoT) systems are one of the main drivers of new wireless standards. It’s necessary that IoT devices cost as little as possible, and to minimize energy consumption. In this paper, new solutions for an extended battery life of IoT devices are proposed. The new signal processing schemes, for massive IoT uplink communication, combine spatial modulation (SM), relaying, and virtual multiple-input multiple-output (MIMO) techniques to improve energy efficiency, in the sense that more bits can be transmitted per same unit of time/energy/spectral resources. SM is particularly suitable because it allows indirect transmission of bits, i.e., it isn’t necessary to transmit them from antennas. The larger number of transmitting antennas at IoT device, of which only one is active, provides that more bits can be used for selecting active antenna. In this paper, the new uplink transmission schemes, that enable virtual multiple-input single-output (MISO)/space–time block codes (STBC) channels between IoT devices and radio access point (AP), are proposed. The simulation results show that it’s possible to find a compromise solution between bit error probability (BER) and the achieved energy savings, i.e., a network management in terms of energy and reliability can be implemented.









Similar content being viewed by others
References
Chettri, L., Bera, R.: A comprehensive survey on internet of things (IoT) toward 5G wireless systems. IEEE Internet Things J. 7(1), 16–32 (2020)
Shafique, K., Khawaja, B.A., Sabir, F., Qazi, S., Mustaqim, M.: Internet of things (IoT) for next-generation smart systems: a review of current challenges, future trends and prospects for emerging 5G-IoT scenarios. IEEE Access 8, 23022–23040 (2020)
Hellaoui, H., Koudil, M., Bouabdallah, A.: Energy efficiency in security of 5G-based IoT: an end-to-end adaptive approach. IEEE Internet Things J. 7(7), 6589–6602 (2020)
Yang, Y., Hua, K.: Emerging technologies for 5G-enabled vehicular networks. IEEE Access 7, 181117–181141 (2019)
Mitra, R., Agrawa, D.: 5G mobile technology: a survey. ICT Express 1(3), 132–137 (2016)
Sharma, S.K., Woungang, I., Anpalagan, A.: Toward tactile internet in beyond 5G era: recent advances, current issues, and future directions. IEEE Access 8, 56948–56991 (2020)
Zhong, W., Fang, Y., Jin, S., Wong, K.: Joint resource allocation for device-to-device communications underlaying uplink MIMO cellular networks. IEEE J. Sel. Areas Commun. 33(1), 41–54 (2015)
Urosevic, U., Veljovic, Z., Pejanovic-Djurisic, M.: MIMO solution for performance improvements of OFDM-CDMA system with pilot tone. Wirel. Netw. 19(8), 2021–2028 (2013)
Kim, S., Bengtsson, M.: Virtual full-duplex buffer-aided relaying in the presence of inter-relay interference. IEEE Trans. Wirel. Commun. 15(4), 2966–2980 (2016)
Guo, S.: Signal shaping for generalized spatial modulation and generalized quadrature spatial modulation. IEEE Trans. Wirel. Commun. 19(8), 4047–4059 (2019)
Talebi, A., Krzymien, W.A.: Cooperative MIMO multiple-relay system with optimised beamforming and power allocation. IET Commun. 4(14), 1677–1686 (2010)
Veljovic, Z., Urosevic, U.: New solutions for cooperative relaying implementation of OSTBC with 3/4 code rate. Wirel. Pers. Commun. 92(1), 51–61 (2017)
Urosevic, U., Veljovic, Z.: New solutions for distributed realization of 8x1 MISO channel with QOSTBC. Wirel. Pers. Commun. 97(2), 1799–1812 (2017). https://doi.org/10.1007/s11277-017-4649-6
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.