Senior Report LTE M
Senior Report LTE M
Senior Report LTE M
INTERNATIONAL UNIVERSITY
SCHOOL OF ELECTRICAL ENGINEERING
STUDY ON
MACHINE LONG-TERM EVOLUTION (LTE-M)
BY
NGUYỄN DUY QUANG
BY
Under the guidance and approval of the committee, and approved by its members, this
thesis has been accepted in partial fulfillment of the requirements for the degree.
Approved:
________________________________
Chairperson
_______________________________
Committee member
________________________________
Committee member
________________________________
Committee member
________________________________
Committee member
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HONESTY DECLARATION
My name is Nguyen Duy Quang. I would like to declare that, apart from the acknowledged
references, this thesis either does not use language, ideas, or other original material from
anyone; or has not been previously submitted to any other educational and research
programs or institutions. I fully understand that any writings in this thesis contradicted to
the above statement will automatically lead to the rejection from the EE program at the
Date: 27/01/2021
Student’s Signature
ii
TURNITIN DECLARATION
Date: 27/01/2021
iii
ACKNOWLEGMENT
It is with deep gratitude and appreciation that I acknowledge the professional guidance of
Dr. Ta Quang Hien. His constant encouragement and support helped me to achieve my
goal. He supported me with his deep knowledge about wireless communication and
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TABLE OF CONTENTS
ACKNOWLEGMENT .................................................................................................. iv
TABLE OF CONTENTS.................................................................................................v
v
2.1.2. SI Acquisition ..............................................................................................9
Enhancement ...................................................................................................... 19
VARIETY ..................................................................................................................... 20
vi
CHAPTER IV CONCLUSION AND FUTURE WORK ................................................ 23
REFERENCES .............................................................................................................. 24
APPENDICES............................................................................................................... 25
vii
LIST OF TABLES
viii
LIST OF FIGURES
ix
ABBREVIATIONS AND NOTATIONS
DL: Downlink
UL: Uplink
x
DRX: Discontinuous Reception
RAR: RA response
ACK: Acknowledgement
xi
ABSTRACT
the future wireless network from different applications, which urges an emerging technique
enabling devices’ massive access. Especially for low-cost low-power devices such as smart
metering, sensors or alarms for industry, 3GPPP project has released a novel technology,
Therefore, the project aims to study these robust performances of LTE-M, especially for
massive access. The project also considers improving LTE-M random access protocol,
which has not been optimized in the conventional wireless network, to support the demand
of massive access.
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CHAPTER I
BRIEF STUDY
This chapter will introduce a brief study overview of the LTE-M technology, its advantages
over other Cellular IoT technologies and the physical layer of the technology.
the 3GPP study. It is a LPWAN radio technology developed from the LTE network to meet the
low-end massive MTC market needs such as low device cost and complexity. Additionally, the
LTE-M, referred as Cat-M device category series, supports features for both IoT and MTC.
LTE-M targets three main objectives: Lower the device cost and complexity, enhance the
coverage and extend the battery lifetime of the device. First is how to lower the cost and
complexity of the device, which can be done by many techniques, such as Reducing the peak rate,
Single receive antenna implementation, Reducing the bandwidth, Reducing the maximum transmit
power, or Half-Duplex operation. To accomplish the objective, the manufacturing cost of LTE-M
devices must be of 1/3 of the LTE devices. The second objective is the CE techniques to Enhance
the Coverage of LTE-M, which targets to enable 20 dB wider in coverage operation compared to
LTE. However, after considering other aspects, the target was changed to 15 dB. There are 2 CE
modes: mode A and mode B. In CE mode B, by using the repetitions techniques, the original target
of 20 dB of coverage can be reached. The third objective is the Long battery lifetime. Release 12
and Release 13 has introduced the support to extend the battery lifetime of the device to ten or
more years. The LTE-M devices can consume less power during the activated time by reducing
the receive and transmit bandwidths. Moreover, these features also supported other 3GPP radio
1
access technologies. Additionally, there are other objectives that LTE-M also targets such as
LTE-M were created by the cellular industry in response to the rise of LPWAN
technologies. LTE was way too complicated for IoT, therefore, LTE-M was created. It was
designed to support device communication via carrier networks in a way that is less expensive and
more power-efficient than traditional LTE. First, LTE-M developed specifically for device
communication using simpler, cheaper chips that require less battery power than the ordinary LTE
network, which means LTE-M is a great option if the use case requires low power. The LTE-M is
also less expensive and less complex compared to LTE , so it is very promising for the low-end
MTC market. Despite of being more complicated and more costly than NB-IoT, LTE-M serves an
overly broad set of use cases, from water meters to agricultural monitors and beyond. In short,
LTE-M provides a wide area of coverage, which NB-IoT is currently lacking. Due to its pros and
cons, LTE-M network are already in place in the U.S., Mexico, Romania, some countries in
Europe, and properly being developed to cover even more countries in the modern world.
The physical layer of LTE-M is built on the solution already available on LTE but with
improved support for MTC features. The basic transmission schemes, numerologies such as
2
channel raster, CP lengths, frame structure, resource grid, etc., are the same as LTE. Most changes
in physical layer design in LTE-M are designed to achieve the three main objectives cited above.
1.3.2. Numerology
LTE-M physical signals center frequency is transmitted within the narrow band and
mapped over 6 PRBs for each signal, supported with a 100 kHz Channel Raster.
3
The Frame Structure is demonstrated in Figure 1.2. As in the figure, there are 1024 Hyper
frame in total. Each Hyper frame consists of 1024 frames, 1 frame is divided into 10 subframes,
each subframes contain 2 slots of 0.5 ms. The number of OFDM symbols in each slot is
demonstrated in Figure 1.3 for different case of CP length. In practical, the normal CP length is
more common than the extended CP length. The Resource Grid is demonstrated in Figure 1.4.
There are 12 subcarriers in each PRB, each subcarrier is 15 KHz, which leads to 180 KHz in total.
There are 3 transmission schemes: Duplex Modes, Narrowband Operation and Coverage
Enhancement Modes. Both FDD and TDD operation Modes are supported in LTE-M.
4
Next is the Narrowband Operation demonstrated in Figure 1.5, which supports a
maximum of 6 PRBs channel bandwidth. To guarantee excellent frequency range even for the
reduced bandwidths, frequency hopping technique is proposed. The last scheme is the Coverage
Enhancement Mode. LTE-M supports many CE enhancing techniques, but the most important
one is the multi-subframe repetition technique, which means that a single transport block is
transmitted over multiple subframe, therefore providing higher transmit energy per information
bit. In LTE-M, CE mode A targets fairly modest CE to balance the simplified implements of LTE-
M low-cost devices and some extra coverage, achieved via a small number of repetitions. CE
mode B targets more extensive coverage for more challenging coverage conditions, achieved via
a large number of repetitions. In general, CE modes in LTE-M trade off performance (data rate,
latency, etc.) for better coverage. Additionally, in usual coverage, the LTE network will prefer the
ordinary operation mode to the CE mode to have the available better performance in LTE.
The physical layer transport data to higher layers via the MAC layer, in the form of
transport channels. There are 6 DL transport channels that LTE-M supports: the DL subframes,
the synchronization signals, the DL reference signals, PBCH, MPDCCH and PDSCH.
for MPDCCH, a new control channel of the LTE-M. Unlike being mapped to the control region
like LTE, the channel is aligned in the data region to prevent any conflicts between LTE-M new
channel and LTE ordinary channel. Therefore, in LTE-M, the LTE data region consist of both
control and data channel (MPDCCH and PDSCH). Next, LTE-M Synchronization Signals is
constructed on LTE’s PSS and SSS. PSS is based on a frequency-domain Zadoff-Chu sequence,
whereas SSS is based on maximum length sequences (m-sequences). Third is the predefined
Downlink Reference Signals, delivered by the BS to permit the device for approximation of the
DL propagation channel, hence operate the demodulation of the physical channels and the
measurements of DL quality. The fourth DL physical channel considered is the PBCH, which
provides essential information to operate in the network for the device by delivering the MIB,
positioned in the center 72 subcarriers of the bandwidth of the system. Following is MPDCCH,
which carries Downlink Control Information (DCI). Last is PDSCH, which transmits unicast data
and broadcasts information like SI, paging messages, random access related messages.
In LTE-M UL schemes, there are five physical channels and signals: the UL subframes,
PRACH, the UL reference signals, PUSCH, PUCCH. First is the Uplink Subframes, which are
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all configured as acceptable for LTE-M transmission typically. Second is PRACH, which
initializes connection, allowing the serving BS to estimate the arrival time (round-trip
propagation delay) of the UL transmission. The basic channel preamble structure is demonstrated
in Figure 1.3. The PRACH sequences in the structure are basically Zadoff-Chu sequences.
Next is the predefined Uplink Reference Signals, transmitted from the device to the BS
channels, perform issue timing advance commands and UL quality measurements. The last
channels are the PUSCH, which transmits unicast data; and the PUCCH, which carries the UCI.
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CHAPTER II
ACCESS PROCEDURES
8
The first step of the procedure is the cell selection, which main purpose is to detect,
synchronized to, and consider whether a cell is suitable or not. First, the device needs to
synchronize in time with PSS, acquiring a carrier frequency estimation of error, then acquires the
frame timing using SSS. Sequences of PSS and SSS are applied to acquire the PCID together,
allowing the device to get the CRS placement, hence demodulate PBCH and then decode it. PBCH
carries the Master Information Block (MIB). Because the subblock transmitted in a particular
frame is unknown, the device must perform blind decoding to decode the MIB by forming four
hypotheses. To correctly decode, the device must hypothesize the amount of antenna port used for
CRS transmission at the BS. Indicating a correct CRC will lead to a successful MIB decoding.
Which by then, the device has achieved the SIB1, information needed for scheduling The device
can detect and decrypt SIB1 based on the MIB and its scheduling information. The SIB1 includes
H-SFN, tracking area, PLMN identity and cell identity, therefore, the device can completely
2.1.2. SI Acquisition
A device needs to obtain the complete System Information (SI) set once it have chosen
an appropriate camping cell. The device can choose the camping cell and gain access to the cell
using SIB1 and 2, which include the most essential SI. Even though LTE-M uses LTE definitions
of SIB, the LTE-M and the ordinary LTE devices SI are transmitted independently. This happens
because the SI transmission of LTE uses a too large channel bandwidth, hence the LTE-M devices
cannot receive the SI transmissions. SIB1 carries information such as cell barring and cell
reservation information, the tracking area identity, the PLMN identity, and the minimal RSRP,
RSRQ required to camp on and connect to the cell, which is essential for DL scheduling
transmissions. The SIB1 information is the same during a modification period of 5.12s at least,
9
but in practical it is usually far longer. The other SIBs are carried in each SI memo, and the SI
memo content is the same throughout an editable adjustment phase of 2, 4, 8, 16, or 64 paging
cycle of the cell but the time is usually far longer in practice. The other SIBs scheduling
information is described in Table 2.1. When modifying the cell SI, the network is able to imply it
to the devices within a 5-bit field, changing every time the SI content changes, referred as the SI
value tag. This allows the device to acquire the changed SI messages again without acquiring all
of them again, therefore consuming less energy. An LTE-M device valid time to store the SI is 3
or 24 hours (depends on the network configuration) and the device can acquire the SI again before
The cell reselection procedure is initiated when the device detects a RSRP stronger
neighbor cell, which can significantly improve the device battery lifetime. This procedure is one
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of the core mechanisms for the mobility of idle mode. For idle mode operation, a paging
transmission is transmitted to the devices to check if its identity is matched with the paging
records, and replies by operating an RA procedure to connect to the cell if there is a match. This
checking has significant impacts on extending the battery lifetime of the device and improving the
latency of the data transmission to the device of DL. The paging occasions are determined by the
device identity and its DRX/eDRX design. This process is monitored in MPDCCH. Due to DRX
and eDRX mechanisms which provide the minimum power consumption for IoT applications, the
device can reach the Mobile Terminated (MT) traffic via paging in a short time. For applications
that cannot reach the device within that time, the Power Saving Mode can support further power
saving. Therefore, the MO transmission in UL device can still be performed without interruption.
The PSM is a separate feature that can be applied to every 3GPP radio access technology.
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2.1.4. RA and Access Control
Figure 1.4. First, after synchronizing to the network and analyzing the SIB2 information of
PRACH, the device transmits a PRACH preamble in order to connect to the network in Message
1. If the BS can detect the preamble, it will send back a RAR in Message 2, then the device will
send Message 3 which contains a Contention Request to connect. And finally, in Message 4 the
network delivers an access setup or resume and data of conflicted resolution to solves the conflicts
that the first step causes because of the transmission of the same preamble of multiple devices at
the same time. To improve the data transfer latency, the device can attach UL data to the MAC
layer. LTE-M supports either RRC resume process or connection operation. In addition, the device
must determine a suitable PRACH resource based on its coverage level estimation: If the CE level
increases, the repetitions must as well increase. If a RAR message is not received, it will make
12
further attempts until the RAR is received, or the maximum number of attempted is reached. In
LTE-M, the device can apply both PRACH preamble power ramping and CE level ramping
(leveling up the CE after a few unsuccessful attempts). In general, the RA procedure uses 5
Both ACB and EAB are supported in LTE-M. EAB information is carried in the scheduling
information for SIB14, contained by SIB1. If SIB14 is present, barring is triggered, otherwise it is
2.2.1. Scheduling
The BS sends a DCI contain in MPDCCH, transmitted through an MPDCCH search space
to actively schedule a device. The DCI contains the modulation and coding scheme, resource
distribution in both frequency and time domains, and data required to support the HARQ
retransmission scheme. There is also a CRC masked with a C-RNTI attached to the DCI, which
makes just only the DCI intended device can be decoded successfully. The other devices will
discard the CRC because it does not pass for them. There are three scheduling in this procedure:
The Dynamic Downlink and Uplink Scheduling and the Semipersistent Scheduling. First is the
Dynamic Downlink Scheduling. LTE-M network supports the scheduling principles such as
Cross-subframe scheduling and HD-FDD operation to lower the complexity of the device
implementation. The Cross-subframe scheduling in LTE-M is a delay of 2 ms from the DCI carried
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Figure 2.5. LTE-M DL Scheduling example
Next, in the Dynamic Uplink Scheduling, a DCI schedules a transmission in PUSCH 4ms
after that. The uplink scheduling in LTE-M is identical to LTE except for the asynchronous instead
of synchronous HARQ layer. Therefore, LTE-M retransmissions of HARQ are constantly and
openly scheduled by DCI. If a device needs to transmit data in connected mode but does not have
PUSCH resource, it can transmit a scheduling request for the resource on PUCCH. And in case of
no acceptable resource neither, it will apply the RA process. In general, DCI 6-1A and 6-1B layout
DCI 6-0A and 6-0B layout is used to dynamically schedules UL communication on PUSCH.
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Table 2.2. DCI 6-1A, 6-1B layout
Last is the Semipersistent Scheduling (SPS), which is supported for both LTE-M
downlink and uplink in CE A mode only. It is mainly driven by the VoIP services in LTE, but
periodic sensor reporting is a more possible use case in LTE-M. The SPS operation can be toggle
by a SPS-C-RNTI DCI. When activated, the DCI specifies what MCS, frequency resources, or
15
repetitions number, etc. that is needed at the periodic persistent resources. However, it is noted
For connected procedure, the device is able to start the RA procedure when an UL TA
control or grant request is needed. Then, a contention-based RA is executed with the same idle
mode transmissions of RAR and message 3. However, an RRC message is not included in message
3 and in step four, a C-RNTI is preferred over TC-RNTI to perform the contention resolution.
The BS can also order a device to initiate RA by sending a PDCCH order in either CE Mode A
or B. The PDCCH order can specify a dedicated PRACH preamble index by then to initiate a
contention-free RA, so that there is no necessary specific contention resolution phase, and the
procedure is stopped when RAR is received. If there is no indicated preamble index, the device
LTE-M devices is in poor coverage, which will constantly use maximum power transmission.
Additionally, whenever the PRACH CE of a device reaches level 3 in RA procedure, which is the
highest level, it will also constantly use maximum power during PRACH transmission.
Other than the Cell Selection and Reselection procedure, mobility mechanism of
connected mode, for example, RRC re-establishment and assembly release with redirection,
handover, measurement reportage, etc., is also supported in LTE-M, similar in LTE. Radio
Resource Management measurements can also be performed while the device has its receiver
retuned. The device compares CRS-based measurements with Qin and Qout thresholds to
determine if it is in sync with the serving cell or not. This evaluation is called Radio Link
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Monitoring and if the outcomes do not sync for a specific number of times, over a specific period
of time, the device will declare Radio Link Failure and stop the transmission to prevent causing
undesirable interference. When this happens, the device can search for another cell via cell
There are two common procedures for LTE-M idle and connected mode: MPDCCH
Search Spaces, which is the opportunities of transmission for MPDCCH, including blind
decoding candidates with different MPDCCH repetitions and Frequency Hopping, a technique
that LTE-M use to offers means for frequency diversity for LTE-M transport channels apart from
PBCH and PSS/SSS. The time when the hops occur is indicated by the time intervals and the size
that the hops ought to be is indicated by the offsets in the frequency domain. The transmission of
distinctive devices frequency hops can occur at once due to the synchronized time intervals.
In order to improve the performance of LTE-M, Release 14 has developed these features:
Support for higher data rate; Improved positioning; Multicast transmission; Voice enhancements
and Mobility enhancements. These are non-compulsory for LTE-M devices and network.
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2.4.1. Support for Higher Data Rate
In Release 13, the Cat M1 devices is suitable for low data rate MTC applications, however,
if the LTE-M supports higher data rate, closer to LTE devices, it would be an attractive solution
for low cost device and extensive battery life IoT applications. There are several solutions
developed to support this feature. First is the New device category Cat-M2, which has a new
improvement of 5 MHz bandwidths instead of 1.4 MHz bandwidths in Release 13. These wider
bandwidths allow the DL and UL data transmission with 24 PRBs wideband instead of 6 PRBs
narrowband. Cat-M2 physical layer has rapid data peak rates of approximately 4 Mbps and 7 Mbps
in DL and UL, given by the maximum 4008 bits TBS and 6968 bits in DL and UL, respectively.
Nevertheless, the maximum channel BW is still 6 PRBs for control channels since the data rates
increment are not necessary in these channels. Therefore, the implementation efforts to update the
network to Cat-M2 for higher data rates will be relatively small. Additionally, a Cat-M2 device
is also able to serve as an ordinary LTE-M Cat-M1 and only initiates the improved features when
establishes supported signaling that let the device indicate to the BS whether it would choose to
be designed with a certain maximum bandwidth in CE mode, and after that the BS can configure
the device based on this information. The third feature is the Higher Uplink TBS for Cat-M1,
which Release 14 supports a 2984 bits TBS instead of 1000 bits. The higher UL TBS is an elective
improvement that can be proposed in every duplex mode. Release 14 also supports 10 Downlink
HARQ Processes in FDD, which helps the device DL scheme to obtain the maximum TBS in
every subframe, without increasing the soft channel bits number saved in the device decoder.
Hence, increase the FD-FDD peak data rate of DL to 1 Mbps. The next feature is the HARQ-ACK
Package in HD-FDD, which transfer up to 3 serial HARQ-ACK package. This feature along with
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the 10 DL HARQ processes helps the device to obtain information in 10 of 17 subframes in HD-
FDD DL, therefore increase its peak rate to 588 kbps. Last feature is the Faster Frequency
Retuning, which helps the transmitted signal getting a better performance of communication.
Release 14 proposes OTDOA improvements regarding to the time and frequency domains
PRS designs. Due to the limited receive bandwidth, the LTE-M device will have advantage from
a longer duration PRS than a wide bandwidth PRS. Thus, the new PSS design in Release 14 is
delivered with a slower and more frequently PRS occasion, which allows the devices to reach the
same positioning accuracy as in LTE. Moreover, Release 14 also propose features to support
multicast communication constructed on the MBM Service framework, referred as the SC PTM
transmission. This transmission was supported in both Machine LTE and Narrow Band IoT idle
mode. This feature is beneficial for some MTC applications with the requirement of effective
Real-time applications of delay sensitive like VoLTE are already supported in Release 13,
but the delay-tolerant MTC applications was more preferred. Therefore, features like Dynamic
HARQ-ACK delays; Modulation structure restraint and SRS coverage enhancement; New PUSCH
repetition aspects are proposed in Release 14 to optimize the coverage of VoLTE, specifically for
TDD and HD-FDD. These features can also be used for other applications besides VoLTE. For
Mobility Enhancement, Release 14 connected mode have a full mobility support in the shape of
preferred for the more transportable LTE-M use cases such as wearables and VoLTE.
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CHAPTER III
VARIETY
3.1. Introduction
preamble variety to efficiently minimize the confrontation problem in the LTE-M network. This
scheme allows immediate transference of various preambles at an RA slot, allows each device to
attempt multiple RAs in parallel. Therefore, the RA failure is able to be considerably decreased
due to the prevention of the fully collision of the entire preambles with the preambles chosen by
other devices. Additionally, the scheme also seeks to minimize the RA failure probability.
The system model is described in Figure 3.1. This is a single cell network with devices
that are evenly positioned inside the cell, assuming the network traffic is not overwhelmed. Each
device attempts the RA process at the next-accessible RA slot (PRACH) for uplink transmissions.
This system considers one single RA slot for analytical tractability and each device selects the
same preambles number. M is the available RA preambles number, N is the active devices
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simultaenously attempt Ras number and k is the simultaneously transmitted preambles number (k
= 1 in the existing LTE/LTE-A systems). The RA success or failure is primarily affected by the
preamble collisions only. Nevertheless, a single preamble collision does not cause the RA failure,
it only occurs once all k preambles of a device are used by other devices all at once.
In this scheme, each device transmits more than one preamble, enable it to initiate multiple
RA procedures in parallel. The scheme decreases the RA failures due to its efficiency to avoid the
entire preambles are selected by one single device. However, the performance is not always
signaling is required, thereby extend the energy use and reduce the efficiency of the radio resource.
The procedure includes four steps: Preamble transmissions; Random access responses;
and transmits them to the BS at the same time through the PRACH. After detecting the preambles
transmitted, the BS delivers RARs in Step 2. Each includes a preamble index, an uplink grant, a
temporary identifier, and a timing alignment value. Next, the device evaluates the Step 1 k
preamble indices with those comprised in each RAR. Then it progresses k subsequent steps in
parallel in Step 3. Each device makes less than k multiple replicas of its original packet and delivers
each packet on each of the assigned uplink resources indicated by the UG value comprised in RAR.
Finaly, in Step 4, after the packets are decoded succesfully by the BS, the ACK messages will be
delivers to the devices. Each device RA attempt is considered successful if it receives one or more
ACK messages. Otherwise it will attempt the RA process again at the next-accessible RA slot.
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Figure 3.2. The procedure with N = 2 and k = 2 example
This analysis is considered from a single device of interested d0 perspective. The RA falure
probability is the probability that other devices use all k preambles chosen by d0 . If there is at
least one exclusively utilized by d0 preamble exists, it can successfully complete its RA procedure.
(𝑀−𝑘)!(𝑀−𝑚)! 𝑁−1 𝑘
∑𝑘𝑚=0(−1)𝑚 [ ] ( ). When k = 1 for LTE/LTE-A system, the formula is reduced
(𝑀−𝑚−𝑘)!𝑀! 𝑚
1 𝑁−1
to: pf(1) = ∑𝑘𝑚=0 1 − [1 − 𝑀] . It can be seen from the formula that the failure probability is
formulated to find the optimal k’: k’ = argmin pf(k) (1≤ 𝑘 ≤M). The value number can be found
when N is availabe to the BS. In conclusion, the scheme introduced in this section is very
ssufficient for cellular IoT, in this case LTE-M in terms of minimizing the confrontation problem
compared to other schemes. The scheme can also extend the contending resources amount, such
as the M value, or modify the traffic load sufficiently through several access control mechanism,
The global cellular IoT market is growing rapidly and intensively due to the constantly
invested to meet the future demands of 5G networks. However, despite of being developed based
on LTE technology but with new and improved features, there still exists some problems in the
The LTE-M network has many benefits such as low cost, low complexity, long battery
lifetime, extended coverage, etc. as mentioned in the above sections. These benefits allow the
network to be implemented in a wide range of use cases, for example, Low-Density Sensor,
Automatic Meter Reading, Asset Tracking, etc. Nevertheless, to meet the future demands of 5G
evolution of IoT, the network still has a lot of aspects to be improved and optimized. First is the
deployment cost, although being much cheaper than the ordinary LTE network, the LTE-M market
is still not widely used like LTE because of the high deployment cost. Second is the need to
improve the Random Access Procedure due to the increasement of the IoT devices. Because the
number of IoT devices is massive and still increasing as technology is growing, there is not enough
space for all devices to access, therefore causing many more issues such as latency, interferences,
etc. In Chapter III, a proposal to solve a problem in RA procedure was mentioned. Hence, future
work may involve further improving and practical simulation to solve the RA problems in LTE-
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REFERENCES
[1] Olof Liberg, Marten Sundberg, Y.-P. Eric Wang, Johan Bergman, Joachim Sachs, “Cellular
Internet of Things Technologies, Standards, and Performance” (2018, Academic Press)
[2] Taehoon Kim, Inkyu Bang, “Random Access Parallelization Based on Preamble Diversity
for Cellular IoT Networks” (IEEE COMMUNICATIONS LETTERS, VOL. 24, NO. 1,
JANUARY 2020)
[3] Erik Dahlman, Stefan Parkvall, Johan Skld, “4G, LTE-Advanced Pro and The Road to
5G” (2018, Third Edition, Academic Press)
[4] Link: https://www.iotacommunications.com/blog/lte-m-vs-nb-iot/
[5] Link: https://www.rfwireless-world.com/Terminology/LTE-M-Frame-Structure.html
[6] Link: https://www.mathworks.com/help/lte/ug/synchronization-signals-pss-and-sss.html
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APPENDICES
25