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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>A Limit of Digitalization in 5G Technology Period</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Andrzej Rychlik</string-name>
          <email>andrzej.rychlik@p.lodz.pl</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Institute of Information Technology, Lodz University of Technology Łódź</institution>
          ,
          <country country="PL">Poland</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>- For data transmission in 5G there is a lower limit of 4G LTE parameters and an upper limit of 6G parameters. We observe a tendency to measure parameters from spatial to volumetric, spectral and energy efficiency in the process of developing mobile systems. We build in infrastructure 3 types of small, medium and large cells to achieve the parameters characteristic of 5G technology. We do not use them for wireless data transmission between stationary objects in order not to degrade network parameters by increasing network traffic. Networks in the 5G technology at the initial stage interact with LTE, at the last - with 6G. The author in the work shows an evolutionary shift in the frontier of digitalization with the development of technologies from 4G to 5G and therefore 6G. We are seeing an increase in artificial intelligence and cyber security in the telecommunications infrastructure, which is being introduced for mobile digital data transmission as we move from the old to the new generation.</p>
      </abstract>
      <kwd-group>
        <kwd>LTE</kwd>
        <kwd>5G</kwd>
        <kwd>6G</kwd>
        <kwd>telecommunications infrastructure</kwd>
        <kwd>limit of digitalization</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>Аннотация—Для передачи данных в 5G есть нижний
предел параметров 4G LTE и верхний предел параметров
6G. Мы наблюдаем тенденцию измерения параметров от
пространственной до объемной, спектральной и
энергетической эффективности в процессе разработки
мобильных систем. Мы строим в инфраструктуре 3 типа
малых, средних и крупных ячеек для достижения
параметров, характерных для технологии 5G. Мы не
используем их для беспроводной передачи данных между
стационарными объектами, чтобы не ухудшать параметров
сети за счет увеличения сетевого трафика. Сети в
технологии 5G на начальном этапе взаимодействуют с
LTE, на последнем - с 6G. Автор в работе показывает
эволюционный сдвиг границы дигитализации по мере
развития технологий от 4G до 5G и следовательно 6G. Мы
наблюдаем рост искусственного интеллекта и
кибербезопасности в телекоммуникационной
инфраструктуре, которая внедряется для мобильной
передачи цифровых данных при переходе от старого к
новому поколению.</p>
      <p>Ключевые слова—LTE, 5G, 6G, телекоммуникационная
инфраструктура, предел дигитализации</p>
      <p>I.</p>
      <p>INTRODUCTION</p>
      <p>
        The development of telecommunications infrastructure
construction technology is faster than the development of
other areas of human activity, as generations that have not
used this infrastructure are dying out. In their place they come
a generation that cannot imagine life without access to the
Internet anywhere, anytime. Additionally, you should secure
the possibility to exchange data between smart objects,
vehicles and implement the telemetry and telecontrol.
Changing the parameters of the existing infrastructure proved
insufficient to meet the demand for quantity and quality of the
transmitted data. Data transfer via fixed networks is more
efficient because in FTTH, fiber to the home, the carrier
frequency is 10e15 Hz, and in mobile transmission it is
approaching only to the frequency of 10e12 Hz [
        <xref ref-type="bibr" rid="ref1">6</xref>
        ]. As we
know, the width of the transmitted bandwidth may be greater
if we increase the frequency of the carrier wave. Both
stationary and mobile transmission of digital data is subject to
globalization. To enable mobile networks to integrate with
landline networks, we change technology from LTE to 5G
and then 6G in an evolutionary way. For the process to
proceed in a predictable way, the old FCC, UKE, ETSI, ITU
and new 3GPP organizations issue standardization documents
that streamline the globalization process of digital data
transmission [
        <xref ref-type="bibr" rid="ref3">8</xref>
        ].
      </p>
      <p>II.</p>
    </sec>
    <sec id="sec-2">
      <title>RESEARCH METHOD</title>
      <p>The current 4G and LTE cellular networks have gone
through a long evolutionary path to meet the growing
expectations of telecommunications market participants. To a
limited extent, we can forecast the limits of digitization of
new generations based on knowledge and experience gained
in the past. Changes in mobile telecommunications
technology were taking place more or less every decade. We
make the assumptions made in this way based on the
experience gained from the implementation of pilot
installations in selected cities, university campuses, airports,
stadiums, highways, and ships. The implementation technique
is as follows. If the network in a small area meets the planned
parameters, it is built in a larger area. Theoretical
considerations are conducted in accordance with the rules
developed by the development of mathematics, physics and
medicine. The most unpredictable and difficult to model is
the economic side of mobile network development. We
cannot predict the purchase price of carrier waves by
telecoms, because governments announce the proposition to
determine it. We cannot predict how many people will use the
net for profit, and how much for pleasure. We most likely
forecast that ensuring secure data transfer will generate higher
costs in each newer generation.</p>
      <p>Copyright © 2019 for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0)</p>
      <p>The first radio networks operating on the basis of the
division of cells, which are areas controlled by different base
stations, built in the early 80s of the last century. 1G cellular
system was not compatible with each other. The 1G system
initially used the 450 MHz band, but after reaching its
maximum capacity its modernized version using the 900
MHz band was launched. 450 MHz band provided the good
coverage of the radio signal of a large area within a single
cell. In this way, the cellular network providing services
along the coast, highway, or in the vast rural areas require
fewer cells than in the higher radio frequency bands. On the
other hand, the cell capacity counted by the number of
simultaneously serviced subscribers remained unchanged,
which in areas with high population density resulted in the
lack of access to services along with the growing number of
subscribers. For this reason, operators have also begun to
implement a version that uses the 900 MHz band, forming
cells with smaller sizes. 1G network used the principle of
FDMA, frequency division multiple access. This means that
at the time of the call terminal receives a channel for the
exclusive use of a segment in the radio frequency band,
generally 25 or 30 kHz. This method of use of the radio
channel was ineffective because it was occupied for the
duration of the entire call, regardless of whether the user is
talking or silent. With the increasing number of telephone
calls initiated by subsequent users, the capacity of the base
station was exhausted, because the number of radio channels
per base station remained unchanged.</p>
      <p>At the core of the development of second-generation
mobile network 2G or GSM, the Global System of Mobile
Communications laid your goal, the network allowed to use
the services of a much larger number of users than ever
before. In addition, the new standard was based on the digital
transmission of the talks also guarantees much better
protection against eavesdropping and better call quality. An
important improvement was also to be the compatibility of
2G networks built by various operators, and consequently the
possibility of roaming users, that is, telecommunications
services provided outside the home operator's network. The
standard describing the functioning of the GSM system was
finally developed by the European Telecommunications
Standards Institute ETSI, the European Telecommunications
Standards Institute in 1991. Although initially the GSM
system was only intended for Europe to work in the 900 MHz
band, then the 1800 MHz band was also included. For the
USA, a system version was developed that works also in the
1900 MHz band. Unlike the 1G network, in the 2G system,
the information sent is previously digitized. This allowed the
use of mechanisms that reduced the amount of information
and how they were transmitted by the user in the radio
channel. The first mechanism is the compression of the voice,
thanks to which digital recording corresponding to the
conversation transmitted in the radio channel requires less
data to be transmitted than in the case of an uncompressed
signal. This procedure, although it leads to a decrease in the
quality of the telephone connection noticed by users,
significantly reduces the load on the radio channel. The
second mechanism consists in dividing the digital signal
broadcast by users into fragments and then their cyclical
transmission in the radio channel. This takes place in time
slots, which are periodically repeating transmission windows
in which a given user sends or receives data. The use of this
access method, known as TDMA, Time Division Multiple
Access, has allowed to significantly increase the number of
users using radio access in a given frequency band. Further
work on the development of the 2G standard resulted in the
1997 specification of the GSM system under the name Phase
2+, which included HSCSD data transfer technologies, High
Speed Circuit Switched Data, GPRS, General Packet Radio
Service, EDGE, and Enhanced Data rates for GSM Evolution.</p>
      <p>The former technology used the same radio channels that
were used in the GSM system for voice transmission. This
meant that these channels are occupied for the entire duration
of the connection, even when the data is not transmitted.</p>
      <p>Newer technologies: GPRS and EDGE, often referred to as
the 2.5 G network, introduced into the 2G network packet
switched transmission, one in which users send and receive
packet data, sharing physical channels among themselves.</p>
      <p>
        The consequence of using this type of transmission is also
another tariffing rule, based on the volume of transmitted
data, and not for the duration of the connection, when the data
was transmitted, as was the case with HSCSD technology [
        <xref ref-type="bibr" rid="ref1">6</xref>
        ].
      </p>
      <p>Introduced by operators in the first years of this century,
the third generation of cellular systems used the 2.5G network
concept in the field of packet data transmission, but unlike the
GSM system, the 3G system would immediately provide
various services: audio and video transmission and packet
data transmission. As a consequence, it meant the need to
expand the backbone network connecting base stations.</p>
      <p>However, the biggest changes compared to the 2G network
were introduced in the radio part. ITU, International
Telecommunication Union, as an organization established in
order to standardize and regulate the telecommunications and
radio-communications market in the world, has allocated to
use in 3G networks the frequency bands: 790-960 MHz,
1710-2025 MHz, 2110-2200 MHz, 2300-2400 MHz and
2500-2600 MHz, some of which were used by GSM systems.</p>
      <p>In 3G networks, a radio access method other than GSM has
been used, which enables the service of even more users and
offers a higher data transmission speed. Although it was not
possible to create a globally uniform 3G system, a system
family called IMT-2000 was defined that could work together
and offer similar capabilities. It also included the UMTS
standard, Universal Mobile Telecommunications System
proposed by ETSI and implemented in the majority operators
in the world. Patrons of this and subsequent development the
standards of mobile networks were covered by the 3GPP, 3G
Partnership Project, which brings together the largest
standardization organizations in the world of
telecommunications.</p>
      <p>The progressive development of Internet services has
placed increasing demands on the efficiency of data
transmission. As a result, the further development of cellular
technologies has focused on developing a standard that
improves the speed and reliability of data transmission, based
on the existing 3G network infrastructure. As a result, at the
end of 2008, the 3GPP consortium developed the first version
of the 4G LTE standards, Long Term Evolution, operating
initially in the 1800 MHz band with channel band widths
from 1.4 MHz to 20 MHz, which included improved coding,
optimized data rates and better performance. In addition to
the increased transfer capabilities, the 4G LTE standard is
characterized by the rare occurrence of stoppages and transfer
errors and a significantly shorter response time to 3G. The
transmission in the 4G network supports speeds up to 150
Mbps in the case of data transmission to the end user, and
sending packets at speeds up to 50 Mbps. Due to this, the 4G
LTE network enables users to quickly access the Internet
wirelessly, personalized telephony and provides the
possibility of using mobile broadband applications for mobile
phones, laptops and other electronic devices. Many foreign
and domestic operators have implemented mechanisms
extending the capabilities of LTE technology in their
networks. LTE-Advanced technology, using the so-called
aggregation of bands, connection of several carrier
frequencies into one channel with a greater width, enables
reaching the data download speed even up to 1 Gbps and
sending up to 500 Mbps [3].</p>
      <p>VII. 5G</p>
      <p>Using the new technical solutions, the 5G network meets
the growing demands of users, including the growing number
of devices, as well as the quality requirements imposed by the
applications. It is a development of today's 4G network and is
characterized by solutions that allow both to handle the
fastgrowing amount of data transferred, as well as to meet the
need for data exchange between the growing numbers of
devices of the Internet of Things [10]. As in the case of each
of the next generation networks implemented so far, it is
assumed here that until the coverage and possibilities offered
by the existing cellular network are provided, the 5G network
will initially function together with the existing networks. In
addition to the existing areas of use of cellular networks, in
the case of the emerging 5G network, three scenarios are
foreseen applications that will be particularly important to
users, while at the same time differentiating this network
from networks of previous generations. Extended mobile
broadband Internet access eMBB, enhanced Mobile
Broadband, which provides quick access to 1 Gb Internet and
will be the main feature distinguishing this generation of
networks from previous ones, especially at the initial stage of
its implementation. Using this advantage of 5G, the efficiency
and quality of communication in society will increase. As the
flagship potential use case for 5G, it will include services
based on delivering high-definition multimedia, attractive
forms of communication, video and enhanced conversation,
and virtual reality, as well as smart city services, material
transfer from high-resolution cameras. The second area is
based on mMTC, massive Machine Type Communications,
under which 5G will offer to connect to the mobile network a
very large number of devices with low power consumption,
referred to as IoT, Internet-based devices. By using a cellular
network for communication, these devices exchange data in
an asynchronous manner. In this scenario, it is assumed that
many types of devices may be included, but their common
feature is the sporadic use of the cellular network and the
exchange of small data volumes. URLLC Ultra-Reliable Low
Latency Communications will be a technology providing
minimum 1-ms delay, which will enable data exchange via a
cellular network for critical applications such as drones
control. In previous generations of cellular networks, the
achieved delay values were longer and amounted to about
100 ms in the 3G network, and in 4G LTE - about 30 ms. The
most important new 5G technology solutions in the field of
radio network include technologies such as: Massive MIMO,
Massive Multiple Input, Multiple Output, radio beam
shaping, Multi-RAT, Multi-Radio Access Technology [5].</p>
      <p>While in the previous solutions sector antennas were most
often used, in 5G networks antennas in Massive MIMO
technology will be used. It is an extension of MIMO
technology, which is currently used in the LTE-Advanced
network. In MIMO technology, each antenna consists of
several elements, which allows for a more stable transfer and
allows to achieve a higher data transfer rate, and at the same
time enables the service of more users in the area of a single
cell. In turn, Massive MIMO assumes the use of antennas
with a much larger number of components (e.g. 64 × 64),
which will significantly increase the efficiency of
communication in the serviced area. Another element
allowing increasing the efficiency of radio transmission in 5G
networks is the use of radio beam shaping. Beam shaping is a
technology that allows, using antennas in Massive MIMO
technology, to direct the radio signal only towards the
receiving device and not to disperse in all directions. This
technology uses advanced signal processing algorithms to
determine the best route of a radio signal reaching the user.</p>
      <p>This increases transmission efficiency because the signal
susceptibility to interference is reduced caused by the
interference phenomenon, i.e. the overlapping of radio waves.</p>
      <p>The use of Multi-RAT technology, i.e. radio multiple access,
will allow users, depending on their requirements, as well as
the current network load, to be able to automatically connect
using the optimal interface / interfaces at the moment (e.g.</p>
      <p>Wi-Fi, 4G, 3G). The use of new technological solutions in the
5G radio network requires the development of antenna
infrastructure and the construction of new antenna
installations. They will use new, higher frequency bands,
while serving smaller cells. Thus, the power necessary to
transmit signals using these devices will be correspondingly
smaller, as in the case of end devices, e.g. smartphones [1].</p>
    </sec>
    <sec id="sec-3">
      <title>VIII. 6G</title>
      <p>The digitization limit for 5G technology in the direction of
6G is exceeded in the following points:
•</p>
      <p>More Bits, More spectrums, More Reliability: Most
of the applications of 6G require higher bit rates
•
•
•
•
than 5G. To cater for applications such as XR,
eXtended reality and BCI, Brain Computer
Interaction 6G must deliver yet another 10e3 times
increase in data rates yielding a target of around 1
Tbps. This motivates a need for more spectrum
resources, hence motivating further exploration of
frequencies beyond sub-6 GHz. Meanwhile, the
need for higher reliability will be pervasive across
most 6G applications and will be more challenging
to meet at high frequencies [9].</p>
      <p>From Spatial to Volumetric Spectral and Energy
Efficiency: 6G must deal with ground and aerial
users, encompassing Smartphone and XR/BCI
devices along with flying vehicles. This 3D nature
of 6G requires an evolution towards a volumetric
rather than spatial bandwidth definition. We
envision that 6G systems must deliver SEE, high
spectral and energy efficiency requirements
measured in bps/Hz/m3/J. This is a natural
evolution that started from 2G bps to 3G bps/Hz,
then 4G bps/Hz/m2 to 5G bps/Hz/m2/J.</p>
      <p>Emergence of Smart Surfaces and Environments:
Current and past cellular systems used base stations
(of different sizes and forms) for transmission. We
are currently witnessing a revolution in
electromagnetically active surfaces (e.g., using met
materials) that include man-made structures such as
walls, roads, and even entire buildings. The use of
such smart large intelligent surfaces and
environments for wireless communications will
drive the 6G architectural evolution.</p>
      <p>Massive Availability of Small Data: The data
revolution will continue in the near future and shift
from centralized, big data, towards massive,
distributed small data. 6G systems must harness
both big and small datasets across their
infrastructure to enhance network functions and
provide new services. This trend motivates new
machine learning and data analytics techniques that
go beyond classical big data.</p>
      <p>
        From SON, Self-Organizing Networks to SSN,
Self-Sustaining Networks: SON has only been
scarcely integrated into 4G/5G networks due to a
lack of real world need. However, CRAS,
Connected Robotics and Autonomous System and
DLT, Distributed Ledger Technologies motivate
an immediate need for intelligent SON to manage
network operations, resources, and optimization. 6G
will require a paradigm shift from classical SON,
whereby the network merely adapts its functions to
specific environment states, into SSN that can
maintain its KPIs, key performance indicators, in
perpetuity, under highly dynamic and complex
environments stemming from the rich 6G
application domains. SSNs must be able to not only
adapt their functions but to also sustain their
resource usage and management (e.g., by harvesting
energy and exploiting spectrum) to autonomously
maintain high, long-term KPIs. SSN functions must
leverage the recent revolution in AI, artificial
intelligence technologies to create AI-powered 6G
SSNs [
        <xref ref-type="bibr" rid="ref2">7</xref>
        ].
3CLS, Convergence of Communications,
Computing, Control, Localization, and Sensing: The
past five generations of cellular systems had one
exclusive function: wireless communications.
However, the convergence of various technologies
requires 6G to disrupt this premise by providing
multiple functions that include communications,
computing, control, localization, and sensing.
      </p>
      <p>We envision 6G as a multi-purpose system that can
deliver multiple 3CLS services which are
particularly appealing and even necessary for
applications such as XR, CRAS, and DLT where
tracking, control, localization, and computing are an
inherent feature. Moreover, sensing services will
enable 6G systems to provide users with a 3D
mapping of the radio environment across different
frequencies. Hence, 6G systems must tightly
integrate and manage 3CLS functions.</p>
      <p>End of the Smartphone Era: Smartphones were
central to 4G and 5G. However, recent years
witnessed an increase in wearable devices whose
functionalities are gradually replacing those of
smartphones. This trend is further fueled by
applications such as XR and BCI. The devices
associated with those applications range from smart
wearables to integrated headsets and smart body
implants that can take direct sensory inputs from
human senses; bringing an end to Smartphone and
potentially driving a majority of 6G use cases [2].</p>
      <p>Note the SEE parameter, Spectral and Energy Efficiency,
which best describes the change in the approach to the digital
border for subsequent generations of cellular data
transmission. We have for 2G-bps, 3G-bps/Hz,
4Gbps/Hz/m2, 5G-bps/Hz/m2/J, 6-Gbps/Hz/m3/J. We do not
have generations in fixed networks, because these networks
already have 10e3 times more bandwidth, because in FTTH,
the frequency of the carrier wave is 10e15 Hz and in mobile
networks 6G only 10e12. Another difference is that in
comparison to mobile networks, landlines have access to an
unlimited amount of energy, and in mobile we must always
remember to minimize its consumption.</p>
    </sec>
    <sec id="sec-4">
      <title>REFERENCES ЛИТЕРАТУРА</title>
      <p>[1] https://www.gov.pl/web/5g/biala-ksiega
[2] W. Saad, M. Bennis, M. Chen, “A Vision of 6G Wireless Systems:
Application, Trends, Technologies and Open Research Problems”,
https://www.researchgate.net/publication/331396903
[3] „Inteligentne miasta na progu technologii 5G”, praca nr 08.10.1.03.7,</p>
      <p>Instytut Łączności, grudzień 2017 r.
[4] „Wpływ nowoczesnych technologii na rozwój sieci 5G”, praca
08.10.1.03.01.7, Instytut Łączności, 2017 r.
[5] „Strategia 5G dla Polski”, wydawnictwo Ministerstwa Cyfryzacji,
styczeń 2018 r.</p>
      <p>Ministerstwa
[10]
https://www.gov.pl/web/cyfryzacja/polska-przyszlosci-to-polska-zinternetem-rzeczy</p>
    </sec>
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