IEEE INTERNET OF THINGS JOURNAL, VOL. 5, NO. 2, APRIL 2018 1265
A Novel Forward-Link Multiplexed Scheme in
Satellite-Based Internet of Things
Die Hu , Member, IEEE, Lianghua He, and Jun Wu , Senior Member, IEEE
Abstract—Satellite communication has the potential to play a
key role in many applications of Internet of Things (IoT). In this
paper, we consider a satellite-based IoT and investigate the tech-
nology that can improve the spectral efficiency. In general, one
beam in satellite systems serves one user. To serve multiple users,
time division multiplexing or frequency division multiplexing is
usually used. In this paper, we propose a novel forward-link
multiplexed scheme, by which the signals of different users can
be transmitted simultaneously using the same frequency band.
Specifically, at the transmitter, we first map each combination
of the users’ constellation points to a higher-order constellation
point, which is referred to as constellation coding, and then trans-
mit such higher-order modulation signals. At the user side, after
receiving and detecting the transmitted signal, each user obtain
its own signal by the corresponding demapping, which is referred
to as constellation decoding. The total system capacity over an
additive white Gaussian noise channel is analyzed in this paper.
Simulation results demonstrate that the proposed scheme can
greatly improve the spectral efficiency.
Index Terms—Constellation coding, forward link, frequency
division multiplexing (FDM), multiplexing, satellite communica-
tions, time division multiplexing (TDM).
I. INTRODUCTION
T
HE CONCEPT of Internet of Things (IoT) points out one
of the directions in the evolution of the Internet, where a
large number of different and heterogeneous end systems can
be incorporated transparently and seamlessly [1], [2].
There are many applications based on the IoT paradigm. In
recent years, the use of the satellite is found to be of paramount
importance in some applications of IoT (e.g., smart grid, envi-
ronmental monitoring, and emergency management), because
satellite communications have unique merits such as large-
scale coverage, superb ability to support emerging communi-
cations services, and cost effectiveness for broadcast/multicast
connectivity [3]–[7]. However, to make an effective IoT via
satellite, there are several issues needed to be answered. In [5],
an integrated view of satellite-based IoT is provided, and
Manuscript received November 21, 2017; revised January 11, 2018;
accepted January 21, 2018. Date of publication January 30, 2018; date of
current version April 10, 2018. This work was supported by the National
Natural Science Foundation of China under Grant 61771144, Grant 61772369,
and Grant 61571329. (Corresponding author: Lianghua He.)
D. Hu is with the Key Laboratory of EMW Information, Fudan University,
Shanghai 200433, China (e-mail: hudie@fudan.edu.cn).
L. He and J. Wu are with the Department of Computer Science
and Technology, Tongji University, Shanghai 201804, China (e-mail:
helianghua@tongji.edu.cn; wujun@tongji.edu.cn).
Digital Object Identifier 10.1109/JIOT.2018.2799550
some relevant topics, such as heterogeneous networks inter-
operability, quality of service management, and group-based
communications are discussed. In [6], the architecture of the
low earth orbit satellite constellation-based IoT is discussed.
In [7], the use of protocol stack on a satellite random access
channel is investigated.
In satellite-based IoT, one satellite generally serves a huge
number of smart objects. Therefore, the spectral efficiency of
the whole system is an important performance criterion that
needs to be considered. In this paper, we will focus on the
technology that can remarkably improve the spectral efficiency
of the satellite systems.
Beam techniques have been explored in almost all the satel-
lite mobile systems. In order to deliver broadband interactive
data traffic, satellite systems are currently implementing a
multibeam architecture. Compared with a single global beam
transmission, the use of a multibeam architecture can bring
several advantages, such as sending different symbols simul-
taneously to geographically separated areas. Furthermore, by
allowing to reuse the available bandwidth in sufficiently
separated beams, the user bandwidth can be increased [8].
However, the frequency reuse schemes cannot dramatically
increase the channel capacity [9]. To further improve the spec-
tral efficiency, full frequency reuse is applied to the multibeam
satellite systems [10], [11]. As a consequence, interference
mitigation techniques need to be implemented in the forward
link to mitigate interbeam interference. Many interference mit-
igation techniques have been proposed in the literature. These
techniques can be implemented either at the transmitter (i.e.,
through precoding) [8], [10]–[14] or at the user terminal (i.e.,
through multiuser detection) [15]–[18].
In multibeam satellite systems, one beam generally serves
one user. To serve different users, one can employ time divi-
sion multiplexing (TDM) or frequency division multiplexing
(FDM) [9]. In this paper, we propose a new multiplexed
scheme, by which, different users using the same frequency
band can be served simultaneously. The spectral efficiency can
be greatly improved by using the proposed scheme.
The key technique in the proposed scheme is referred to
as constellation coding. Specifically, given the user number
and each user’s constellation, we map each combination of the
users’ constellation points to a higher-order constellation point.
In stead of transmitting each user’s constellation at different
time slots (i.e., using TDM) or different frequency bands (i.e.,
using FDM), the proposed multiplexed scheme transmits the
higher-order constellation obtained by constellation coding. At
the user side, after the received higher-order modulation signal
2327-4662
c
2018 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission.
See http://www.ieee.org/publications_standards/publications/rights/index.html for more information.