electronics
Article
Gyre Precoding and T-Transformation-Based GFDM System for
UAV-Aided mMTC Network
Joarder Jafor Sadique
1,
* , Shaikh Enayet Ullah
2
, Raad Raad
3
, Md. Rabiul Islam
3
, Md. Mahbubar Rahman
4
,
Abbas Z. Kouzani
5
and M. A. Parvez Mahmud
5
Citation: Sadique, J.J.; Ullah, S.E.;
Raad, R.; Islam, M.R.; Rahman, M.M.;
Kouzani, A.Z.; Mahmud, M.A.P. Gyre
Precoding and T-Transformation-Based
GFDM System for UAV-Aided mMTC
Network. Electronics 2021, 10, 2915.
https://doi.org/10.3390/
electronics10232915
Academic Editors: Jiankang Zhang,
Shuai Wang and Jinming Wen
Received: 26 August 2021
Accepted: 12 October 2021
Published: 25 November 2021
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4.0/).
1
Department of Electrical and Electronic Engineering, Begum Rokeya University, Rangpur 5404, Bangladesh
2
Department of Electrical and Electronic Engineering, University of Rajshahi, Rajshahi 6205, Bangladesh;
enayet_apee@ru.ac.bd
3
Faculty of Engineering and Information Sciences, University of Wollongong,
Wollongong, NSW 2522, Australia; raad@uow.edu.au (R.R.); mrislam@uow.edu.au (M.R.I.)
4
Department of Electrical and Electronic Engineering, Islamic University, Kushtia 7003, Bangladesh;
mahbublv@eee.iu.ac.bd
5
School of Engineering, Deakin University, Geelong, VIC 3216, Australia;
abbas.kouzani@deakin.edu.au (A.Z.K.); m.a.mahmud@deakin.edu.au (M.A.P.M.)
* Correspondence: joarder@brur.ac.bd
Abstract: In this paper, an unmanned aerial vehicle (UAV)-aided multi-antenna configured downlink
mmWave cooperative generalized frequency division multiplexing (GFDM) system is proposed. To
provide physical layer security (PLS), a 3D controlled Lorenz mapping system is introduced. Further-
more, the combination of T-transformation spreading codes, walsh Hadamard transform, and discrete
Fourier transform (DFT) techniques are integrated with a novel linear multi-user multiple-input
multiple-output (MU-MIMO) gyre precoding (GP) for multi-user interference reduction. Furthermore,
concatenated channel-coding with multi-user beamforming weighting-aided maximum-likelihood
and zero forcing (ZF) signal detection schemes for an improved bit error rate (BER) are also used. The
system is then simulated with a single base station (BS), eight massive machine-type communications
(mMTC) users, and two UAV relay stations (RSs). Numerical results reveal the robustness of the
proposed system in terms of PLS and an achievable ergodic rate with signal-to-interference-plus-noise
ratio (SINR) under the implementation of T-transformation scheme. By incorporating the 3D mobility
model, brownian perturbations of the UAVs are also analyzed. An out-of-band (OOB) reduction of
320 dB with an improved BER of 1 × 10
−4
in 16-QAM for a signal-to-noise ratio, E
b
/N
0
, of 20 dB
is achieved.
Keywords: generalized frequency division multiplexing; cooperative unmanned aerial vehicle;
massive machine type communication; physical layer security; T-transformation spreading codes;
out-of-band; signal-to-interference-plus-noise ratio; gyre precoding
1. Introduction
An uncrewed aircraft handled by remote control or embedded computer programs is
commonly known as an unmanned aerial vehicle (UAV) or drone. Recently, there has been
tremendous amount of interest growing to develop UAV-ground communications using
low-cost massive UAVs under existing 5G as well as future-generation (B5G/6G) cellular
networks. To maintain secure and reliable flight operation, UAVs can exchange safety-
critical information with remote pilots, closest aerial vehicles, and air traffic controllers
with an assistance of control and non-payload communication (CNPC). UAVs are also
delivering goods and improving the throughput of 5G networks [1–3].
Additionally, mission-oriented data, such as high-resolution video, data packets, and
aerial images, are possible to seamlessly transfer with UAVs in payload communication.
Even in an emergency situation when terrestrial mobile stations go through unexpected
discontinuity due to disasters, UAVs can be utilized as a base station (BS) or as a relay
Electronics 2021, 10, 2915. https://doi.org/10.3390/electronics10232915 https://www.mdpi.com/journal/electronics