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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Reducing the power consumption of sensor nodes in a wireless sensor network</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>S Elyagin</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>V Dementiev</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Department "Telecommunications" of Ulyanovsk State Technical University</institution>
          ,
          <addr-line>Ulyanovsk, ul. Severniy Venets, 32, the Russian Federation</addr-line>
        </aff>
      </contrib-group>
      <fpage>203</fpage>
      <lpage>210</lpage>
      <abstract>
        <p>The article presents a comparative analysis of existing methods of building wireless communication networks implementing the concept of "Internet of Things". A new method for reducing the power consumption of sensor nodes is proposed, which consists in the fragmentation of the wireless sensor network followed by the logical combination of separate local wireless networks. In the proposed method, it is possible to operate sensor units with battery power in a mode of reduced power consumption with the possibility of transmitting and retransmitting messages at any time.</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>2. Statement of the problem</title>
      <p>
        In recent years, important tasks related to monitoring of territorially distributed objects and their
management can be combined within the framework of the "Internet of Things" (IoT) concept. The
relevance of this direction for our country can be confirmed, for example, by the studies of the IDC
consulting company, which shows that by 2021 the costs of the Internet of things in Russia will exceed
9 billion dollars. Among these tasks, a special place is occupied by tasks related to the implementation
of monitoring and management of various territorially distributed objects. In this case, it is necessary,
firstly, to monitor in real time that the specified key parameters of the environment or the object itself
(for example, temperature, humidity, unauthorized access, etc.) are within the specified limits, and
secondly, to carry out storage and analysis of these key parameters, and thirdly, to signal to
responsible employees about certain critical situations. Features of such tasks are also the need to
transmit relatively large amounts of data (for example, individual photographs of the territory or sound
file), the availability of requirements for autonomous operation even in the absence of connection to
the control loop, the need to control the actuators (camera drives, climate devices). There are a lot of
different technical means that can individually solve these problems. However, the vast majority of
them require the presence of wired communication channels. The organization of these channels, for
example, for apartment buildings, large enterprises, museums, large warehouses or protected areas of
considerable size, is extremely difficult. Therefore, to solve these problems the use of
radioinfrastructure created within the framework of self-organizing data transmission networks utilization is
considered to be rational [
        <xref ref-type="bibr" rid="ref1 ref2">1, 2</xref>
        ].
      </p>
    </sec>
    <sec id="sec-2">
      <title>3. Existing technologies and solutions</title>
      <p>There is a large number of technologies that can individually solve the above-mentioned tasks.
However, a vast majority of them require the presence of wired communication channels or the use of
a radio network of data transmission containing a distributed network of base stations. In this paper,
we propose an alternative approach related to the use of high-speed sensor networks. At the same time,
it should be noted that, despite the considerable interest in this subject in recent years, there are very
few technologies available to implement wireless network interaction of a large number of elements,
and all of them, as will be shown below, have significant drawbacks from our point of view. In
connection with what has been said, we believe that the task formulated earlier, the solution of which
is directed at research, is topical.</p>
      <sec id="sec-2-1">
        <title>3.1. Existing technologies</title>
        <p>
          Consider the existing technologies, which are currently used to solve the problems of network
interaction of various devices.
3.1.1. GSM /GPRS technology. The technology, based on packet data transmission over cellular
channels, assumes the use of the corresponding GSM/GPRS modems (3G, 4G, etc.) according to the
principle of operation is similar to the Internet [
          <xref ref-type="bibr" rid="ref3">3</xref>
          ]: the data is divided into packets and sent to the
recipient (not necessarily the same route), where they are assembled. The GPRS protocol is
transparent for Internet protocols TCP/IP, so the integration of GPRS with the Internet is invisible to
the end user. The main advantage of solutions based on the use of GPRS, is the universality of the
applied modules. For their autonomous and reliable operation, only the presence of GSM
communication and power supply is required. However, meeting these obvious requirements for final
measuring devices leads to significant installation costs. In addition, the cost of the devices themselves
and traffic to date remains very significant. All this is an insurmountable obstacle for the large-scale
deployment of IoT solutions based on GSM technologies.
3.1.2. Adapted WiFi protocol. This protocol allows large amounts of data (including video data) to be
transmitted over short distances [
          <xref ref-type="bibr" rid="ref4">4</xref>
          ]. It is believed that the WiFi for IoT protocol will be compatible
with existing WiFi standards, that is, operate at its 2.4 and 5GHz frequencies. The key disadvantage of
WiFi is the high demands on power consumption, which do not allow creating devices that would use
autonomous power sources for a long time.
3.1.3. Bluetooth protocol. The Bluetooth 4.x, 5.x protocol and its promising implementations have low
power consumption modes that allow it to work for years from standard power sources. Bluetooth
technology by default provides network operation with topologies "star", i.e. does not imply a
procedure for retransmission of transmitted information. All this limits the range of the network. The
developers of Bluetooth 5.0 announce the inclusion in the protocol of the additional opportunity to
organize a self-tuning network (standard 0.9 for mesh mesh networks), transmitting information at
speeds of up to tens of kbps [
          <xref ref-type="bibr" rid="ref5">5</xref>
          ]. In addition, in 2018, the Bluetooth protocol mode, which implements
simple cascaded networks, should be standardized. However, in these modes, the data transfer rate is
very low (up to several kb/s), and the transmission range is limited (up to tens of meters).
3.1.4. ZigBee and Thread Technology. Protocols of self-organizing networks ZigBee and Thread
support the work in a mesh network (transmission speed is tens of kb/s), which contains network
elements with battery power. However, the implementation of routing procedures in these networks is
provided by using network elements powered by the household network. At the same time, network
elements with battery power do not participate in the retransmission of information [
          <xref ref-type="bibr" rid="ref6">6</xref>
          ]. This, as well
as restrictions on the size of the network (up to 32 nodes - routers) create serious obstacles for
application of these technologies.
3.1.5. LPWAN and LORA protocols. These protocols allow the transmission of small (speed up to 1
kb/s) volumes of information for significant distances up to 10 km [
          <xref ref-type="bibr" rid="ref7">7</xref>
          ]. They represent one of the most
promising areas of the IoT, but they have fundamental limitations on customization (in particular, they
do not allow the organization of sensory networks on their own basis) and, due to the use of the ultra
sensitive radio part, are distinguished by a high price. A serious drawback of these solutions is the
difficulty in organizing feedback to the final nodes, necessary, for example, to manage them. In
addition, when using these protocols, there are significant difficulties in the translation of the signal in
the presence of strong radio interference and complex terrain.
3.1.6. Protocols 5G (NB-IoT). NB-IoT are designed to interface IoT devices with existing LTE and
promising 5G mobile towers. These protocols assume a centralized, short-term information retrieval
from distributed devices. In this regard, NB-IoT protocols, as well as LORA and LPWAN, presuppose
asymmetric work based on the use of specialized base stations for collecting accumulated information.
Implementing remote management of certain devices using these network protocols is currently
extremely difficult. The key shortcoming of NB-IoT is the dependence on the existing infrastructure of
the base stations. The lack of such an infrastructure or its insufficient density significantly reduces the
possibility of using NB-IoT.
3.1.7. A comparison of the presented protocols. The table below presents a comparative analysis of the
presented protocols. Attention is paid not only to the technical characteristics of these protocols, but
also to the opportunities that arise when using them.
        </p>
        <p>Specifications Swift Lora SigFox NB IoT WiFi
up
to 100 m.
2.4 G Hz
0.2-200
Mb/s
1 month
Yes
No
Yes
Yes
no
At the
applicati
on layer
no</p>
        <p>GSM/3G
/LTE
up to 12
km.
2. 4 GHz
9.6 kB/s
19.2 MB/s
1 month
Yes
no
Yes
Yes
no
At the
application
layer
no
up to 10
km. *
868 MHz
50 bps
up to 10
km.*
868 MHz
10-1000 b/s
up to 6
km. *
900 MHz
1-20 kB/s
Range</p>
        <p>up to 12 km. *
Frequency 433, 868 MHz
Data transfer 0.1 - 50 kB/s
rate (UpLink )
Autonomy 8 years ** 6 years ** 10 years **
Upgrade by air Yes Yes no
Ability to transfer data no no no
Practical ability to no yes (for C no
transfer data to class devices )
modules (DownLink )
Possibility of transfer no no no
of media information
The ability to no no no no
dynamically separate
data packets to ensure
maximum data transfer
speed
The ability to protect no no no no
the transmitted
information
The ability to program no no no no
scenarios for advanced
network segment
management
* Data from open sources. In urban conditions, the range is significantly reduced
** Based on a single survey module per day and emergency wake up every two days
4 years **
Yes
no
Limited
by network
capabilities
no</p>
        <p>The data presented in the table show that existing solutions do not fully solve the problem of
information transfer and interactive interaction with each other especially in conditions of limited
energy consumption.</p>
      </sec>
      <sec id="sec-2-2">
        <title>3.2. Existing solutions</title>
        <p>The presented brief analysis makes it possible to understand that, despite the various IoT technologies
present already in the coming years, there remain a number of problems, the solution of which is
impossible using only these technologies. Among these tasks, one can single out the task of
transferring relatively large (up to several megabytes) volumes of information through a
selforganizing dynamic sensor network, which includes elements using only autonomous power. This task
occurs for example when transmitting information control blocks, images, voice fragments, small
video files between geographically distributed sensors and actuators. The use of only existing
technologies, including those listed above, involves creation of a specialized infrastructure and
requires significant installation and operating costs. Therefore, there are various ways to build wireless
networks with reduced power consumption. Let us consider these most characteristic ways.</p>
      </sec>
      <sec id="sec-2-3">
        <title>3.2.1. A method for selectively activating field devices in a low-voltage wireless mesh network.</title>
        <p>
          Selective inclusion of field devices in a low-voltage wireless mesh network. The method [
          <xref ref-type="bibr" rid="ref8">8</xref>
          ] is that the
wireless mesh network for data transmission periodically exits the waiting state, i. e. from the state
where the power of the receiver and the transmitter of the wireless mesh node is off. The drawbacks of
the described method include: 1) the relatively long periodic stay of wireless mesh network nodes in
the on state, which is caused by the need to wait for data from the host computer, even in the absence
of them; 2) the necessity to transfer all nodes of the wireless mesh network to the switched on state,
even if they do not participate in the current communication session; 3) the inability at any time to
perform data transfer. Thus, the first and second items contribute to the excessive consumption of the
energy of the power source (battery).
3.2.2. A method optimizing reception of call/broadcast notification messages by wireless
communication devices with autonomous power. A method of operating a wireless communication
device [
          <xref ref-type="bibr" rid="ref9">9</xref>
          ], i. e. when a wireless battery-powered device is switched into a low-power state with the
ability to receive a repeating awakening information signal. The drawbacks of the described method
include:
        </p>
        <p>1) a relatively long period of the wireless device’s on-time stay, which is caused by the need
to wait for the awakening information signal;</p>
        <p>2) the wake-up information signal at a particular time can only transmit one wireless
communication device, since the simultaneous operation of the two wireless communication
devices will result in the loss of transmitted information and the impossibility of detecting the fact
of wake-up;</p>
        <p>
          3) a wireless battery-powered device cannot wake up other wireless devices with battery
power, which greatly limits the capabilities of the wireless network.
3.2.3. A method for tracking and communicating mobile terminals using a wireless network
infrastructure with autonomous power. Method [
          <xref ref-type="bibr" rid="ref10">10</xref>
          ], in which the sensor nodes are powered by a
battery. The disadvantage of the method is the use of a procedure for periodically turning on the
transmitter of the sensing unit, which contributes to the excessive consumption of the energy of the
power source (battery), and in the event of loss of synchronous operation of neighboring sensor units,
it is possible to simultaneously transmit the beacon with several sensor nodes, which will require
additional active time of the sensor nodes with additional flow energy source of power to restore the
normal mode of operation.
        </p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>4. The proposed solution</title>
      <p>In order to avoid the drawbacks of these methods of reducing power consumption and to enable the
transmission of large information packets in real time, we propose that one describes the operation of
sensory nodes in a wireless network as a change in the various states associated with performing
various functions and with different power requirements from the battery pack. Such states can include
the following steps:
 a), which transfers the transmitter and receiver of the sensor node to a power-off state, in order
to minimize power consumption;
 b), which includes powering the sensor node receiver during a limited scan time interval to
detect a beacon, and when detected, an output from the minimum power state is performed,
the contents of the beacon being neither received nor processed by the receiver, since only the
radio signal is detected on a given frequency channel with a quality higher than a
predetermined one, which allows the sensor node to work in the case of simultaneous
transmission of a beacon by several other sensory nodes. In addition, the time interval for
scanning here is sufficiently small, since the actual reception of the message is not performed;
c), which includes the power supply of the transmitter of the sensor node during a limited time
interval for transmitting the beacon Tm to act on adjacent sensory nodes and temporarily
transferring them from the minimum energy consumption state to the active working state, the
awakening state. A beacon is a message that lasts for Tm, with unprincipled content, because
the effect is achieved by its continuous transmission;
d), which includes powering the sensor node receiver, powering the sensor node transmitter
for a limited transmission time interval or relaying the message to/from the central server,
which is actually the awakening state in which the sensor node interacts.</p>
      <sec id="sec-3-1">
        <title>4.1. Principle of operation</title>
        <p>It should be noted that steps a) and b) are repeated intermittently with a period T that is less than the
limited time interval of the Tm beacon transmission, which allows the sensory nodes to confidently
detect the beacon. In most cases, the purpose of sensory networks is the transmission of information
about the physical impact on the central server and the transfer of target designations from the central
server to the sensory node, in some cases, involve the interaction of some sensory nodes with each
other. Proceeding from the foregoing, in the proposed method, a wireless sensor network is logically
divided into k functionally separate wireless sensor local networks that operate on their own local
frequency channel in steps a) -c) and use the procedure for relaying messages within the wireless
sensor local area network. To provide information exchange between the wireless sensor local area
networks and the central server, n wireless repeaters are additionally introduced, with one or more
wireless sensor LANs being assigned to one wireless repeater. All wireless repeaters operate on the
frequency channel of retransmission, use the mode of acknowledgment of receipt of the message with
the possibility of retransmission, use the permanently switched on power of the receiver and
transmitter, which allows providing guaranteed information delivery. The first wireless repeater is
connected to the central server using standard interfaces (for example, a virtual com-port over the USB
interface). An exemplary network topology is shown in Figure 1. When a message is sent from the
central server to a given sensor node of the specified wireless sensor local area network, the address of
the sensor node, the local frequency channel number, and the number of the wireless sensor local area
network are included in the message. The message is then transmitted to the first wireless repeater and
using the relay process, the message through the wireless repeaters transmits it to the wireless repeater
behind which the wireless sensor local area network indicated in the message is attached. After these
operations, this wireless repeater changes the frequency channel of the relay to the local frequency
channel of the wireless sensor local network indicated in the message, sends the beacon to the original
frequency channel of the relay for a limited time interval of the beacon transmission. In this case,
those sensor nodes that detect the beacon are switched to the composite awakening step e), at which
the transition to step c) is performed, the beacon is transmitted, switched to step d), the local frequency
channel is changed to a frequency relay channel and at a random time interval, times the transmission
time of the label, send a label. A delay in the transmission of a label to a random time interval is
necessary for a time-separated transmission process by several sensor nodes that simultaneously
detected a beacon. The label includes the address of the sensor node and the number of the wireless
sensor LAN. Further, other sensor nodes of the wireless sensor LAN that detect the beacon from the
previous sensor nodes are switched to the composite awakening step e). Thus, all sensor nodes of the
wireless sensor LAN are sequentially switched to the composite wake-up stage e). In this case, the
sensor nodes of the wireless sensor local network relay the labels and when the wireless repeater
receives a label in which the address of the sensor node coincides with the address of the message, the
wireless repeater sends the message to the wireless sensor local network specified in the message. The
response message from the sensor node through the wireless repeaters is relayed to the central server,
from which it then performs a dialogue with the specified wireless sensor local area network and/or
sends a message of the end of the communication session, after receiving which all sensor nodes are
transferred to repetitive steps a) and b) and restore the local frequency channel. Thus, the sensor nodes
are forced into a state of reduced power consumption. In case when sensors of the sensor node of the
wireless sensor LAN detect physical interference, the sensor node is switched to the composite
wakeup stage e). Then, other sensor nodes of the wireless sensor LAN that detect the beacon from the
previous sensor nodes are switched to the compound awakening step e). As a result, all sensor nodes
are sequentially switched to the compound awakening stage e). When a wireless repeater receives any
label, a permission is sent from it to the wireless sensor LAN. Thereafter, a sensor node sends a
physical impact message to the sensor node and/or central server indicated in the physical impact
message. When a specified sensor node receives a physical impact message, it performs the
instructions contained in the physical impact message. When the central server receives a physical
impact message, it performs a dialogue with this sensor node and/or sends a session end message, after
which all sensor nodes are transferred to repetitive steps a) and b) and restore the local frequency
channel. Thus, the sensor nodes are forcibly returned to the state of reduced power consumption. It
should be noted that the sensor nodes themselves go into a state of reduced power consumption if they
do not receive any messages during the limited time interval of operation in step e). Figure 2 shows
the main signals and their sequence. Since, when transmitting a beacon, wireless repeaters temporarily
change the frequency channel of retransmission to the local frequency channel of the wireless sensor
local network for a short time Tm, then messages transmitted by wireless repeaters in the
retransmission mode on the frequency relay channel may be lost. To exclude the loss of messages by
wireless repeaters, the acknowledgment mode of receiving a message with the possibility of
retransmission is used. It should be noted that before transmitting messages by wireless repeaters or
before sending labels and other messages by sensor nodes, they all listen for the frequency channel of
retransmission and, if it is free, transmit. Moreover, the sensor nodes of a given wireless sensor local
network retransmit only those messages whose wireless sensor network number coincides with their
own number. In addition, wireless repeaters use a message buffering procedure while simultaneously
serving more than one wireless sensor LAN, thereby eliminating the loss of packets.</p>
      </sec>
      <sec id="sec-3-2">
        <title>4.2. Example of an embodiment</title>
        <p>The proposed solution can be implemented in the technological process "the smart house" in an
apartment house. For this:
 Each wireless repeater and sensor node is assigned a unique address and a number of
technological parameters (frequency channel, transmitter power, modulation type, maximum
length of the transmitted message, etc.) specific to the hardware implementation of these
devices;
 Place the wireless repeaters on the staircases of each floor of the building;
 In designated or in all apartments locate sensor nodes that within the boundaries of a separate
apartment form a wireless sensor local area network;
 In the attic or in the basement there is a central server with the ability to access the global
Internet (if necessary).</p>
      </sec>
    </sec>
  </body>
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