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5G challenges and solutions Alessandro Grassi, Ph.D. student [email protected]

5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

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Page 1: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

5G challenges and solutions

Alessandro Grassi, Ph.D. [email protected]

Page 2: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

Why we want a 5G?

• Sustained mobile traffic growth (it won’t slow down anytime soon)

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• Radically new applicative scenarios

• Tight and contradictingrequirements

Page 3: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

LTE alone will not be enough

• Design compromises to work well in mostsituations (e.g. reference symbols density)

• Not well suited to emerging usage patterns, like M2M or very high speed

• Innovation limited by compatibility with legacyequipment

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Page 4: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

Future use cases

Expected usage scenarios for the 2020 decade:

• 50 Mbps everywhere• High speed train• Sensor networks• Tactile internet• Automatic traffic control / driving• Broadcast-like services• Dense urban society

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Page 5: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

50 Mbps everywhere

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• Provide broadband access in low ARPU areas

• High throughput, coverage and mobility shouldbe provided in a cost-effective manner

Page 6: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

High speed train

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• Fast, reliable connection on very fast train lines

• The train can act as a relay node for itspassengers

• Need to avoidperformance degradationdue to doppler effect

Page 7: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

Sensor networks

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• Massive Machine-to-Machine (M2M) deployments over cellular networks

• Generates a huge number of transmissions with very small payloads

• Needs specifically optimized random accessprotocols

Page 8: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

Tactile internet

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• Wireless interaction with real and virtual objects• A very low latency is required to perceive a real-

time control• Strong levels of security and reliability should be

guaranteed

Page 9: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

Automatic traffic control / driving

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• Vehicle-to-Vehicle communication enablescooperative driving, road traffic balancing and prevention of dangers

• Direct communication among vehicles shouldsupport low latency and high reliability

Page 10: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

Broadcast-like services

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• Support multicast/broadcast services to localizedgroups of users, exploiting the shared nature of the wireless medium

• Needs high coverage and a feedback channel in the uplink

Page 11: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

Dense urban society

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• Provide broadband connection to many users in crowded urban centers

• Needs high levels of resource reuse, togetherwith effective interference management / mitigation

Page 12: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

NGMN vision

• For more information on the 5G vision, pleaseread the NGMN white paper: https://www.ngmn.org/uploads/media/NGMN_5G_White_Paper_V1_0.pdf

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Page 13: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

5G Architecture

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Page 14: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

5G Architecture

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• Separation of network resources, functions / capabilities, and business models

• Extensive use of Software Defined Network (SDN) and Network Functions Virtualization(NVF) paradigms

• All aspect of 5G operation should be controllableby suitable APIs

Page 15: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

5G Architecture

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Page 16: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

5G Architecture

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• 5G will be organized in different «slices» spanning all domains of the network

• Slices are sets of resources, functions and parameters tailored for the delivery of a specificservice

• Multiple concurrent slices can share functionsand resources

Page 17: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

Flexible frame structure

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Page 18: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

Flexible frame structure

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• Frames can have different numerologies (i.e. duration, sub-carrier spacing, number of symbols) in each part of the available bandwidth

• The parameters are optimized for the requirements of each service

• Numerologies are multiples of the LTE frame structure, to ease co-existence and hardware reuse

Page 19: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

New waveforms

New waveforms are proposed, with improvementsover CP-OFDM

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FBMC P-OFDM ZT-s-OFDM UF-OFDM

Lower OOB emissions X X X X

Asyncronous TX X X X X

No cyclic prefix X X

OFDM coexistence X X X

Robust to doppler effect X X

Page 20: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

Massive MIMO

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• Large antenna arrays can be used to transmitmany concurrent streams

• … but there is ah high overhead for channelestimation in downlink!

Page 21: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

TDD

• TDD mode simplifies channel estimation: reciprocity allows the DL channel to be derivedfrom the UL channel

• UL estimation cost is much lower than UL cost in a Massive MIMO setting

• Inter-cell interference becomes the limitingelement (see the «pilot contamination» problem)

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Page 22: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

Millimeter waves

• Lots of usable bandwidth in the 30-300 GHz frequency range

• However, propagation losses are drasticallyhigher than current wireless systems

• Indoor propagation is also blocked

• Can be useful in femtocells• Small antennas make Massive MIMO easier• Precise beamforming can compensate for the

increased path loss

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Page 23: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

Non-Orthogonal Multiple Access

• Superposition coding in the power domain increases spectral efficiency

• Successive Interference Cancellation (SIC) isused at the decoder to separate the signals

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Page 24: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

Interference management

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Page 25: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

Interference management

• 5G will inherit many techniques from LTE to reduce interference and increase spectralefficiency (small cells, CoMP, massive MIMO…)

• Most of them may be active concurrently in the same places

• A general framework for interferencemanagement will coordinate them to maximizethe target objective (e.g. throughput, fairness…)

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Page 26: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

Predictor antenna for fast vehicles

• A row of antennas is mounted on top of the vehicle

• Channel estimation is based on the (expected) future position of the antennas

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Page 27: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

Massive access protocols

• LTE uplink requires strict time sinchronizationamong transmitting devices

• The RACH procedure with timing advance (TA) is costly for sporadic transmission of small packets

• New waveform can permit one-shot transmissionwith only coarse synchronization in time and frequency

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Page 28: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

Massive access protocols

• Coded Random Access applies the decode-and-subtract approach to multiple copies of the packets

• Advanced multi-user detection techniques (e.g. Compressive Sensing) allow higher by decodingnon-singleton slots as well

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Page 29: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

Advanced channel coding

• New channel coding method can reduce errorrates compared to LTE, particularly with short packets

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Page 30: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

Broadcast transmissions

• Broadcast in LTE (with Multicast-Broadcast Single Frequency Network) is SISO-only and unidirectional: no CQIs nor ACKs

• MIMO beamforming can be used in 5G to serve different multicast groups concurrently

• An additional unicast channel allows for CQI reporting, dynamic service creation and ad-hoc retransmissions

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Page 31: 5G challenges and solutions - poliba.ittelematics.poliba.it/images/file/boggia/radiomobile/5g_2016.pdf · • On february 2016, USA operator Verizon conducted tests with real prototype

Early tests

• On february 2016, USA operator Verizonconducted tests with real prototype equipment

• The top recorded speed was 10 Gbit/s, usingmmWave at 28 GHz, beamforming and massive MIMO

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