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EXTRACT FROM THE
ERICSSON MOBILITY REPORT
Massive IoT
in the city
NOVEMBER 2016
1  ERICSSON MOBILITY REPORT IoT IN FOCUS NOVEMBER 2016
Massive IoT
in the city
Cost-effective connectivity is a prime driver for IoT services uptake. Cellular networks
are well-suited to enable this due to their ubiquitous deployments worldwide and
the ease with which they can be upgraded to handle many potential IoT use cases.
Additionally, cellular networks can handle traffic from a massive number of IoT
devices in dense urban environments with minimal network capacity impact
Complementary IoT technologies
These two segments represent a vast range of use cases
with varying connectivity requirements. Cellular networks
are suitable to support both segments, although no single
technology is suited for all potential scenarios. To meet the
use case requirements of different potential massive IoT
applications, several cellular IoT technologies are being
standardized, including Extended Coverage-GSM-IoT
IoT can be segmented into critical and massive
applications. Critical IoT applications have stringent
requirements on availability, delay and reliability;
examples include traffic safety, automated vehicles,
industrial applications and remote surgery in healthcare.
Massive IoT, on the other hand, is characterized
by a very large number of connections, small data
volumes, low-cost devices and stringent requirements
on energy consumption; examples include smart
buildings, smart metering, transport logistics, fleet
management, industrial monitoring and agriculture.
(EC-GSM IoT), Cat-M1 and Narrow Band-IoT (NB-IoT).
These solutions can complement one another depending
on technology availability, use case requirements and
deployment scenarios. For instance, EC-GSM serves
applications for all GSM markets, Cat-M1 supports a wide
range of IoT applications, including content-rich ones, and
NB-IoT is streamlined for ultra-low throughput applications
and offers excellent coverage and deployment flexibility.
Whether operators choose one or a combination of these
solutions will depend on several factors, such as technology
coverage, network technology strategies and targeted
market segments.
Ultra-low-end massive IoT applications
To examine the capability of cellular networks to carry IoT
traffic, knowledge about real IoT services scenarios and their
network impact is important. Our scenario includes a traffic
model consisting of a range of different IoT services, and
includes assumptions on message size and traffic intensity
per device, as well as the number of devices deployed in a
dense urban environment. It focuses on ultra-low-end IoT
applications with limited demands on throughput, such as
metering and monitoring use cases, as these are expected to
be the first massive IoT services deployed in many markets.
NB-IoT: tailored for ultra-low-end IoT applications
Ultra-low bit rates and
extreme coverage
Scalable ultra-low-end
cellular IoT solution
Native narrowband
solution
In-band
200kHz
LTE
NB-IoT
Massive IoT traffic scenario
A dense urban environment with
10,000 households per km2
– similar
to the central area of London, Beijing
or New York – was used as the base
for a massive IoT services scenario.
A selection of connected device
types were assumed to be deployed
in the area, including water, gas and
electricity meters, vending machines,
rental bike position monitors and
accelerometers in cars1
monitoring
driver behavior. Traffic characteristics
for each device are summarized in
the diagram above.2
The number
of connected devices used in this
scenario represents a mature, large
scale massive IoT scenario. During an
initial rollout phase device densities
will be lower and the corresponding
traffic load will not be as high.
The services represent a realistic
range of massive IoT use cases
that are expected to be deployed
in an urban environment.3
Deployment environment and traffic
models differ for these services: a
remote-controlled meter may face an
indoor coverage challenge, while a
device mounted on a bike is usually
found outside. The traffic intensity
from meters may be once per day,
whereas other devices may need
to transmit every 10 minutes.
The data traffic for massive IoT devices
is small; the typical data packet for
a service is about 100-150 bytes,
accounting for a payload of the device
ID, time stamp and report data values.
Additionally, each packet has IP
overhead and higher layer headers
of around 65 bytes; the Media Access
Control (MAC) layer overhead is
15 bytes, and standard control signaling
within the mobile network is 59 bytes
per event for uplink. In total, each event
generates around 250-300 bytes to be
transmitted by the IoT device.
The figure on the following page shows
the resulting traffic demand. It clearly
demonstrates that, despite the very
high device density, the small traffic
per device limits the traffic per area
unit to a few kilobits per second (kbps)
per km2
. As a comparison, mobile
broadband traffic is approaching
gigabit per second (Gbps) per km2
in dense urban areas.
1
Calculation based on an average of one car per household and every fourth in traffic
2
In this scenario, the traffic is uplink dominated, as downlink traffic for application acknowledgement (ACK)
and control plane signaling (RRC) between the device and the radio access network is comparably small
3
Orange, Ericsson, “Traffic Model for legacy GPRS MTC” (February 15-19, 2016), document GP 160060, 3GPP GERAN meeting #69
Traffic characteristics of deployed massive IoT connected devices in a city scenario
WATER
METERS
100 bytes
12 hours
10,000/km2
Typical message size
Message interval
Device density
ELECTRICITY
METERS
100 bytes
24 hours
10,000/km2
GAS
METERS
100 bytes
30 minutes
10,000/km2
VENDING
MACHINES
150 bytes
24 hours
150/km2
BIKE FLEET
MANAGEMENT
150 bytes
30 minutes
200/km2
PAY-AS-
YOU-DRIVE
150 bytes
10 minutes
2,250/km2
NOVEMBER 2016 ERICSSON MOBILITY REPORT IoT IN FOCUS 2
Deployment of a NB-IoT carrier for a massive
IoT services scenario
NB-IoT is tailored for ultra-low-end IoT applications. The
highest instantaneous data rate that a base station can
communicate with a device is 227/250 kbps in downlink/
uplink, while the sustained maximum throughput per device
is 21/63 kbps. This is sufficient for supporting the services
featured in the city scenario. Although its capacity is lower
than that for mobile broadband, system level simulations
show that one 180 kHz NB-IoT carrier can carry tens of
kbps – depending on carrier configuration. Assuming that
a single NB-IoT carrier is deployed on 3 sector sites, with
a typical inter-site distance of 500 meters for an urban
environment, an area capacity of hundreds of kbps per
km2
is achieved. This is much larger than the massive IoT
services traffic demand in our dense urban city scenario.
The figure below illustrates the cumulative massive IoT
traffic versus the capacity of a single NB-IoT carrier
in our city scenario. The aggregate traffic from all the
massive IoT services adds up to about 6 percent of
the total available capacity, indicating that a 15-fold
increase in massive IoT traffic volume over the considered
scenario could be supported before another NB-IoT
carrier is needed. As a side note, Cat-M1 supports
even higher data rates and capacity than NB-IoT.
In addition to the capacity required for the traffic, coverage
for reaching devices in challenging positions is necessary.
For this reason, NB-IoT and Cat-M1 are designed to provide
significantly better coverage than GSM and LTE. This
improved coverage allows the radio signal to penetrate an
additional couple of walls, or an Infrared Reflective (IRR)
metalized glass window. Devices deployed deep indoors or in
basements – typical locations for meters – can be reached.
Enabling business opportunities
Cellular networks can handle a large number of massive
IoT devices with minimal network capacity impact. Our
scenario shows that a single NB-IoT carrier – deployed
in a guard band or in-band occupying around 2 percent
of a 10 MHz LTE carrier – significantly exceeds the
needs of the considered massive IoT services. These
findings imply that an initial NB-IoT deployment will
also be able to support other types of services, with
potentially higher data demand and traffic intensity.
Generally, the effort for an operator to upgrade an existing
network to support IoT traffic may be small, but the potential
value it could generate is significant. Providing connectivity to
tens of thousands of IoT devices from a single base station is
an essential enabler for new business opportunities.
Bike fleet management
Gas meters
Vending machines
Electricity meters
Water meters
Pay-as-you-drive
50
400
350
250
150
300
200
100
0
3  ERICSSON MOBILITY REPORT IoT IN FOCUS NOVEMBER 2016
Traffic versus capacity of a single NB-IoT carrier
Single NB-IoT carrier capacity
(346 kbps per km2
)
Cumulative massive
IoT traffic in the
city scenario
(20 kbps per km2
)
Kbpsperkm2
Only 6% of the total capacity of a single NB-IoT carrier
is utilized in the massive IoT services scenario
EAB-16:018498/5 Uen, Revision A
© Ericsson AB 2016
Ericsson
SE-164 80 Stockholm, Sweden
Telephone +46 10 719 0000
www.ericsson.com
Ericsson is the driving force behind the Networked Society – a world leader in
communications technology and services. Our long-term relationships with every
major telecom operator in the world allow people, business and society to fulfill
their potential and create a more sustainable future.
Our services, software and infrastructure – especially in mobility, broadband and
the cloud – are enabling the telecom industry and other sectors to do better business,
increase efficiency, improve the user experience and capture new opportunities.
With approximately 115,000 professionals and customers in 180 countries, we combine
global scale with technology and services leadership. We support networks that
connect more than 2.5 billion subscribers. Forty percent of the world’s mobile traffic
is carried over Ericsson networks. And our investments in research and development
ensure that our solutions – and our customers – stay in front.

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Ericsson mobility report November 2016 Internet of Things

  • 1. EXTRACT FROM THE ERICSSON MOBILITY REPORT Massive IoT in the city NOVEMBER 2016
  • 2. 1  ERICSSON MOBILITY REPORT IoT IN FOCUS NOVEMBER 2016 Massive IoT in the city Cost-effective connectivity is a prime driver for IoT services uptake. Cellular networks are well-suited to enable this due to their ubiquitous deployments worldwide and the ease with which they can be upgraded to handle many potential IoT use cases. Additionally, cellular networks can handle traffic from a massive number of IoT devices in dense urban environments with minimal network capacity impact Complementary IoT technologies These two segments represent a vast range of use cases with varying connectivity requirements. Cellular networks are suitable to support both segments, although no single technology is suited for all potential scenarios. To meet the use case requirements of different potential massive IoT applications, several cellular IoT technologies are being standardized, including Extended Coverage-GSM-IoT IoT can be segmented into critical and massive applications. Critical IoT applications have stringent requirements on availability, delay and reliability; examples include traffic safety, automated vehicles, industrial applications and remote surgery in healthcare. Massive IoT, on the other hand, is characterized by a very large number of connections, small data volumes, low-cost devices and stringent requirements on energy consumption; examples include smart buildings, smart metering, transport logistics, fleet management, industrial monitoring and agriculture. (EC-GSM IoT), Cat-M1 and Narrow Band-IoT (NB-IoT). These solutions can complement one another depending on technology availability, use case requirements and deployment scenarios. For instance, EC-GSM serves applications for all GSM markets, Cat-M1 supports a wide range of IoT applications, including content-rich ones, and NB-IoT is streamlined for ultra-low throughput applications and offers excellent coverage and deployment flexibility. Whether operators choose one or a combination of these solutions will depend on several factors, such as technology coverage, network technology strategies and targeted market segments. Ultra-low-end massive IoT applications To examine the capability of cellular networks to carry IoT traffic, knowledge about real IoT services scenarios and their network impact is important. Our scenario includes a traffic model consisting of a range of different IoT services, and includes assumptions on message size and traffic intensity per device, as well as the number of devices deployed in a dense urban environment. It focuses on ultra-low-end IoT applications with limited demands on throughput, such as metering and monitoring use cases, as these are expected to be the first massive IoT services deployed in many markets. NB-IoT: tailored for ultra-low-end IoT applications Ultra-low bit rates and extreme coverage Scalable ultra-low-end cellular IoT solution Native narrowband solution In-band 200kHz LTE NB-IoT
  • 3. Massive IoT traffic scenario A dense urban environment with 10,000 households per km2 – similar to the central area of London, Beijing or New York – was used as the base for a massive IoT services scenario. A selection of connected device types were assumed to be deployed in the area, including water, gas and electricity meters, vending machines, rental bike position monitors and accelerometers in cars1 monitoring driver behavior. Traffic characteristics for each device are summarized in the diagram above.2 The number of connected devices used in this scenario represents a mature, large scale massive IoT scenario. During an initial rollout phase device densities will be lower and the corresponding traffic load will not be as high. The services represent a realistic range of massive IoT use cases that are expected to be deployed in an urban environment.3 Deployment environment and traffic models differ for these services: a remote-controlled meter may face an indoor coverage challenge, while a device mounted on a bike is usually found outside. The traffic intensity from meters may be once per day, whereas other devices may need to transmit every 10 minutes. The data traffic for massive IoT devices is small; the typical data packet for a service is about 100-150 bytes, accounting for a payload of the device ID, time stamp and report data values. Additionally, each packet has IP overhead and higher layer headers of around 65 bytes; the Media Access Control (MAC) layer overhead is 15 bytes, and standard control signaling within the mobile network is 59 bytes per event for uplink. In total, each event generates around 250-300 bytes to be transmitted by the IoT device. The figure on the following page shows the resulting traffic demand. It clearly demonstrates that, despite the very high device density, the small traffic per device limits the traffic per area unit to a few kilobits per second (kbps) per km2 . As a comparison, mobile broadband traffic is approaching gigabit per second (Gbps) per km2 in dense urban areas. 1 Calculation based on an average of one car per household and every fourth in traffic 2 In this scenario, the traffic is uplink dominated, as downlink traffic for application acknowledgement (ACK) and control plane signaling (RRC) between the device and the radio access network is comparably small 3 Orange, Ericsson, “Traffic Model for legacy GPRS MTC” (February 15-19, 2016), document GP 160060, 3GPP GERAN meeting #69 Traffic characteristics of deployed massive IoT connected devices in a city scenario WATER METERS 100 bytes 12 hours 10,000/km2 Typical message size Message interval Device density ELECTRICITY METERS 100 bytes 24 hours 10,000/km2 GAS METERS 100 bytes 30 minutes 10,000/km2 VENDING MACHINES 150 bytes 24 hours 150/km2 BIKE FLEET MANAGEMENT 150 bytes 30 minutes 200/km2 PAY-AS- YOU-DRIVE 150 bytes 10 minutes 2,250/km2 NOVEMBER 2016 ERICSSON MOBILITY REPORT IoT IN FOCUS 2
  • 4. Deployment of a NB-IoT carrier for a massive IoT services scenario NB-IoT is tailored for ultra-low-end IoT applications. The highest instantaneous data rate that a base station can communicate with a device is 227/250 kbps in downlink/ uplink, while the sustained maximum throughput per device is 21/63 kbps. This is sufficient for supporting the services featured in the city scenario. Although its capacity is lower than that for mobile broadband, system level simulations show that one 180 kHz NB-IoT carrier can carry tens of kbps – depending on carrier configuration. Assuming that a single NB-IoT carrier is deployed on 3 sector sites, with a typical inter-site distance of 500 meters for an urban environment, an area capacity of hundreds of kbps per km2 is achieved. This is much larger than the massive IoT services traffic demand in our dense urban city scenario. The figure below illustrates the cumulative massive IoT traffic versus the capacity of a single NB-IoT carrier in our city scenario. The aggregate traffic from all the massive IoT services adds up to about 6 percent of the total available capacity, indicating that a 15-fold increase in massive IoT traffic volume over the considered scenario could be supported before another NB-IoT carrier is needed. As a side note, Cat-M1 supports even higher data rates and capacity than NB-IoT. In addition to the capacity required for the traffic, coverage for reaching devices in challenging positions is necessary. For this reason, NB-IoT and Cat-M1 are designed to provide significantly better coverage than GSM and LTE. This improved coverage allows the radio signal to penetrate an additional couple of walls, or an Infrared Reflective (IRR) metalized glass window. Devices deployed deep indoors or in basements – typical locations for meters – can be reached. Enabling business opportunities Cellular networks can handle a large number of massive IoT devices with minimal network capacity impact. Our scenario shows that a single NB-IoT carrier – deployed in a guard band or in-band occupying around 2 percent of a 10 MHz LTE carrier – significantly exceeds the needs of the considered massive IoT services. These findings imply that an initial NB-IoT deployment will also be able to support other types of services, with potentially higher data demand and traffic intensity. Generally, the effort for an operator to upgrade an existing network to support IoT traffic may be small, but the potential value it could generate is significant. Providing connectivity to tens of thousands of IoT devices from a single base station is an essential enabler for new business opportunities. Bike fleet management Gas meters Vending machines Electricity meters Water meters Pay-as-you-drive 50 400 350 250 150 300 200 100 0 3  ERICSSON MOBILITY REPORT IoT IN FOCUS NOVEMBER 2016 Traffic versus capacity of a single NB-IoT carrier Single NB-IoT carrier capacity (346 kbps per km2 ) Cumulative massive IoT traffic in the city scenario (20 kbps per km2 ) Kbpsperkm2 Only 6% of the total capacity of a single NB-IoT carrier is utilized in the massive IoT services scenario
  • 5. EAB-16:018498/5 Uen, Revision A © Ericsson AB 2016 Ericsson SE-164 80 Stockholm, Sweden Telephone +46 10 719 0000 www.ericsson.com Ericsson is the driving force behind the Networked Society – a world leader in communications technology and services. Our long-term relationships with every major telecom operator in the world allow people, business and society to fulfill their potential and create a more sustainable future. Our services, software and infrastructure – especially in mobility, broadband and the cloud – are enabling the telecom industry and other sectors to do better business, increase efficiency, improve the user experience and capture new opportunities. With approximately 115,000 professionals and customers in 180 countries, we combine global scale with technology and services leadership. We support networks that connect more than 2.5 billion subscribers. Forty percent of the world’s mobile traffic is carried over Ericsson networks. And our investments in research and development ensure that our solutions – and our customers – stay in front.