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1 3/8/2019 5G mMTC: Challenges and Solutions Ajay Uppal

5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

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Page 1: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

1 3/8/2019

5G mMTC: Challenges and Solutions

Ajay Uppal

Page 2: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

2 3/8/2019

Agenda

5G : Features and Services

Current MTC Technologies & Their Shortcomings

5G MTC : Design Considerations & Challenges

Potential Solutions

Page 3: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

3 3/8/2019

5G Features & Services

Source : https://electronics360.globalspec.com

Page 4: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

4 3/8/2019

MTC : Machine Type Communication

• Automated data communication among devices without human intervention

• Also referred to

as IoT : Internet

of Things

Page 5: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

5 3/8/2019

Current Non-3GPP MTC Technologies

• Use unlicensed spectrum

• Sparse infrastructure presence

• Use proprietary or open standards

• Early Movers

Page 6: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

6 3/8/2019

Current 3GPP MTC Technologies (2G & 4G)

• Use licensed spectrum

• Ubiquitous infrastructure presence of cellular networks

• Standards controlled by 3GPP

Page 7: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

7 3/8/2019

Their Shortcomings

Each technology takes care of only some specific use cases

Unable to meet the latency and reliability considerations of next generation use cases

Unable to handle the massive device density being predicted

Not optimized for sporadic & uplink centric transmissions of small packets

Page 8: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

8 3/8/2019

5G MTC

• Standardization in 5G Phase 2

• To be included in 3GPP Release 16

Page 9: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

9 3/8/2019

5G mMTC

Massive Machine Type Communication

• Scalability to handle billions of devices

• Optimised for small packets, sporadic activity

• Latency agnostic use cases

Page 10: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

10 3/8/2019

5G uMTC

Ultra-Reliable Machine Type Communication

• Low latency

• High availability

• Highly Reliable connectivity for mission critical applications

Page 11: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

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mMTC Characteristics

Small packets typically of a few bytes

Up to 300,000 devices in a single cell

Uplink dominated transmissions

Low user data rates, around 10 kb/s per user

Sporadic user activity

Low device complexity and cost

Optimal power usage and long battery life

Page 12: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

12 3/8/2019

Challenges in front of mMTC

A common framework to handle all possible MTC use cases

Current packet sizes, channel estimation pilots, link adaptation feedback mechanisms unsuitable for MTC

Small packet size related challenges

• Higher radio resource granularity needed

• Current Channel coding schemes inefficient for small packets

Inefficient control signaling: a lot of control signaling happens before data can be sent

Handling of massive number of uncoordinated accesses in uplink

Coverage Enhancement

Page 13: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

13 3/8/2019

Control Signaling Optimization

• Integrating Protocol Procedures

Page 14: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

14 3/8/2019

LTE Access and Data Transfer

Inefficient for small infrequent data transmission

Device Base Station

Random Access Preamble

Random Access Response

Data Transmission

Access

Data

RRC Connection Request

RRC Connection Setup

RRC Connection Setup Complete

Authentication

NAS Security Configuration

Authentication & Security

AS Security Configuration

Data Radio Bearer Configuration RRM

Page 15: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

15 3/8/2019

Signature Based Initial Access

▪ Device Authentication integrated with initial access by using unique signatures

▪ Security and data transfer integrated with Connection Establishment

Device Base Station

Device Specific Signature + Auth Req

RRC Connection Setup + Auth Resp

RRC Connection Setup Complete + Small Data Packet

Authentication Config in System Info

Security keys calculated & Security Established

(Encrypted)

Device Authenticated

Network Authenticated

Page 16: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

16 3/8/2019

Efficient Initial Access

• Non Orthogonal Multiple Access at Device

• Multi User Detection at Network

• Grant Free One Shot Transmission

Page 17: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

17 3/8/2019

Orthogonal Multiple Access

▪ Single user on each radio resource

▪ No inter user collisions / interference

▪ Low receiver complexity

▪ Less resource utilization

Device 1 Signal

Device 2 Signal

Power

Frequency

Page 18: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

18 3/8/2019

Non-Orthogonal Multiple Access

▪ Transmitter Side : Multiple users with different channel conditions superimposed on same radio resource by multiplexing in power domain

▪ Receiver Side : Multi user retrieval from collisions

▪ More receiver complexity due to successive interference cancellation

▪ High resource utilization

Power

Frequency

Device 1 Signal

Device 2 Signal

Page 19: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

19 3/8/2019

NOMA at Device and SIC at Base Station

Page 20: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

20 3/8/2019

LTE : Multi Stage Access Protocol

Significant overhead for small amount of data leading to latency and device power wastage

Device Base Station

Access Notification

Resource Grant, Timing Alignment Info

Data Transmission

Access

Data

Contention Resolution

Page 21: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

21 3/8/2019

One Stage Access Protocol

▪ Grant free scheduling

▪ Using preconfigured transmission resource, MCS, power

▪ Low latency

▪ Better resource utilization

▪ Device Power Saving

Device

Access Notification + Data Transmission Access +

Data

Multi User Detection

Base Station

Common Resource Configuration

Page 22: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

22 3/8/2019

Coverage Enhancement

• Smart Repetitive Transmission

Page 23: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

23 3/8/2019

Coverage Extension

Source: http://www.simpletechpost.com

Repeating each transmission multiple times improves probability of reception

▪ CE Levels defined based on the reception quality at the Device location (normal, robust, severe …)

▪ Number of repetitions of transmissions depend upon CE level

Page 24: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

24 3/8/2019

Device Network differ on repetition count

Unnecessary retransmissions causing device battery wastage, radio resource wastage, collision with other users

Source : UL Coverage Enhancement for Massive Machine Type Communication in 5G

Page 25: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

25 3/8/2019

Device & Network concur on repetition count

Network made aware of repetition count by scrambling a CE level specific sequence on data

Source : UL Coverage Enhancement for Massive Machine Type Communication in 5G

Page 26: 5G mMTC: Challenges and Solutions · 5G mMTC Massive Machine Type Communication •Scalability to handle billions of devices •Optimised for small packets, sporadic activity •Latency

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Thank You !