Chapter 8 - Spatially-temporal traffic dynamics and URLLC service

Spatially-temporal traffic dynamics and URLLC service

General

Service Requirement

3GPP 5G Service

  • mMTC (massic Machine-Type Communication) 夠大

    • Long Distance (link budge 164dB)
    • Power efficiency (10+ years battery lifetime)
    • Extremely dense (1+million devices/km2)
  • eMBB (enhanced Mobile Broadband) 夠寬

    • Packet cell rate at 10Gbps

    • Latency at air interface ~10ms

  • URLLC (Ultra Reliable Low Latency Communications) (夠低)

    • Air interface latency <1ms
    • Prbability of devliery 0.9999999

5G NR Services

  • New bandwidth-greedy services
    • VR,AR
    • High-rate video application (FHD+)
  • High-end IoT application
    • Inter-robot communication
    • V2V communcation, V stands for Vehicle
    • inter-UAV communications
      • unmanned aerial vehicle (UAV)

Servicing Spatially-temporal traffic

Traffic Anaysis

Spatio-temporal analysis

  • Different time of day

Solution

  • Locailzation(off-loading ) using D2D(devices)
    • A fraction of traffic can be localized
    • Offloading onto direct links
  • On-demand service provisioning
    • Mobile access points
    • “Cell on whieels” (CoW), UAV
      • COW: portable mobile cellular site that provides temporary network and wireless coverage to locations where cellular coverage is minimal or compromised.

Traffic Localization (off-loading)

D2D Technologies

  • Wifi-direct, LTE-sidelink
  • 3GPP plans to add NR-direct

  • Limitation
    • Limited communication range
    • Still limited support

D2D meshs

  • interference in adhoc network
  • relaying a mesh

Blockchain

Blockchain

COVERAGE

Mobile AP

3GPP Supoort

  • UAV support in 3GPP
  • NR relaying/sidelink
  • Backhauling

Performance

  • Backhaul is critial
  • Dynamic optimization is critical
  • Interplay between no. of UEs and no. of UAVs

URLLC Service

High-end IoT application

  • Driven by new use-cases
  • Driven by elecronic evolution

Industrial Automation

  • Autonomous production lines
  • Traffic characteristics
    • Low latency (few ms)
    • High reliability (10-5 BLER) (Block Error Rate)

Industry 4.0

Autonmous Driving

  • Future of car industry
  • Traffic characteristics
    • Huge throughput
    • Low latency

The Future of Autonomous Vehicles and Kettering University

Healthcare : Remote surgeries

  • Traffic characteristics
    • Extremely Low latency (<1ms)
    • Extremely High reliability (10-9)

Remote Diagnosis

  • NR+LTE

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Addressing Latency

  • Main chanllenge
    • NR frame duration : 1ms
    • Latency <1ms
    • How to conform?
  • Two principle ways
    • Reservation/priorities
    • Non-Orthogonal multiple access (NOMA)
      • International overlapping of data
      • Enable by flexible NR slot numberology

Addressing Reliability

  • Bloackage may or may not lead to outage(中斷)
    • Case 1: blockage leads to lower MSC scheme
      • MSC: Mobile Switching Service Centre
    • Case 2: bloackage leads to outage
  • Solution
    • Case 1: provide more resources
      • Bandwidth reservation
      • Isolated deployments
    • Case 2: find a new path
      • 3GPP multi-connectivity
      • Dense deployments
  • Multi-connectivity
    • avoiding outage!
  • Bandwidth reservation
    • Alleviating lower MCSs(Modulation and Coding Scheme)

Author | Billy Chan

Currently studying Information Engineering at City University of Hong Kong.