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4G & Beyond: LTE & LTE-Advanced IEEE VTC 2015 Fall 2015.09.06 Dr. Hyung G. Myung, Qualcomm

4G and Beyond: LTE and LTE-Advanced

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Presented at IEEE Vehicular Technology Conference (VTC) 2015-Fall, Boston, Sep. 2015.

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Page 1: 4G and Beyond: LTE and LTE-Advanced

4G & Beyond: LTE & LTE-Advanced

IEEE VTC 2015 Fall2015.09.06Dr. Hyung G. Myung, Qualcomm

Page 2: 4G and Beyond: LTE and LTE-Advanced

Outline

1

Wireless Background

Summary and References

Long Term Evolution (LTE)

LTE-Advanced

4G Enabling Technologies

Page 3: 4G and Beyond: LTE and LTE-Advanced

Wireless Background

• Fundamental limits

• Multiple access schemes

• Broadband wireless channel basics

• Cellular system

2

Page 4: 4G and Beyond: LTE and LTE-Advanced

Fundamental Constraints

• Shannon’s capacity upper bound– Achievable data rate is fundamentally limited by bandwidth and signal

-to-noise ratio (SNR).

3

2log 1 [bits per second]S

C BWN

Signal power

Noise powerChannel bandwidth

Page 5: 4G and Beyond: LTE and LTE-Advanced

Wider Bandwidth

• Demand for higher data rate is leading to utilization of wider transmission bandwidth.

4

GSM IS-95 UMTS/WCDMA LTE LTE-Advanced

200 kHz 1.25 MHz5 MHz

20 MHz

100 MHz

Page 6: 4G and Beyond: LTE and LTE-Advanced

Challenges of Wireless Communications

• Multipath radio propagation

• Spectrum limitations

• Limited energy

• User mobility

• Resource management

5

Page 7: 4G and Beyond: LTE and LTE-Advanced

Duplexing

• Two ways to duplex downlink (base station to mobile) and uplink (mobile to base station)– Frequency division duplexing (FDD)

– Time division duplexing (TDD)

6

Downlink (Forward link)

Uplink (Reverse link)

Page 8: 4G and Beyond: LTE and LTE-Advanced

Multiple Access Schemes

• Multiple devices communicating to a single base station.– How do you resolve the problem of sharing a common

communication resource?

7

Page 9: 4G and Beyond: LTE and LTE-Advanced

Multiple Access Schemes

• Access resources can be shared in time, frequency, code, and space.– Time division multiple access (TDMA): GSM

– Frequency division multiple access (FDMA): AMPS

– Code division multiple access (CDMA): IS-95, UMTS

– Spatial division multiple access (SDMA): iBurst

8

- cont.

Page 10: 4G and Beyond: LTE and LTE-Advanced

Wireless Channel

• Wireless channel experiences multi-path radio propagation.

9

Page 11: 4G and Beyond: LTE and LTE-Advanced

Multipath Radio Propagation

10

- cont.

Page 12: 4G and Beyond: LTE and LTE-Advanced

Multi-Path Channel

• Multi-path channel causes:– Inter-symbol interference (ISI) and fading in the time domain.

– Frequency-selectivity in the frequency domain.

11

0 1 2 3 4 5 60

0.2

0.4

0.6

0.8

1

Time [sec]

Am

plit

ude [

linear]

3GPP 6-Tap Typical Urban (TU6) Channel Delay Profile

0 1 2 3 4 50

0.5

1

1.5

2

2.5

Frequency [MHz]

Channel G

ain

[lin

ear]

Frequency Response of 3GPP TU6 Channel in 5MHz Band

Page 13: 4G and Beyond: LTE and LTE-Advanced

Multi-Path Channel

• For broadband wireless channel, ISI and frequency-selectivity become severe.

• To resolve the ISI and the frequency-selectivity in the channel, various measures are used.– Channel equalization in the time domain or frequency domain

– Multi-carrier multiplexing

• Orthogonal frequency division multiplexing (OFDM)

– Frequency hopping

– Channel-adaptive scheduling

– Channel coding

– Automatic repeat request (ARQ) and hybrid ARQ (H-ARQ)

12

- cont.

Page 14: 4G and Beyond: LTE and LTE-Advanced

Mobile User

• When the user is mobile, the channel becomes time-varying.

• There is also Doppler shift in the carrier frequency.

13

Page 15: 4G and Beyond: LTE and LTE-Advanced

Time-Varying Multi-path Channel

14

0

1

2

3

4

5

0

1

2

3

4

5

0

5

Time [msec]

Mobile speed = 60 km/h (111 Hz doppler)

Frequency [MHz]

Channel G

ain

[lin

ear]

0

1

2

3

4

5

0

1

2

3

4

5

0

5

Time [msec]

Mobile speed = 3 km/h (5.6 Hz doppler)

Frequency [MHz]

Channel G

ain

[lin

ear]

Page 16: 4G and Beyond: LTE and LTE-Advanced

Wireless Spectrum

15

Page 17: 4G and Beyond: LTE and LTE-Advanced

Cellular Wireless System

• A large geographical region is segmented intosmaller “cell”s.– Transmit power limitation

– Facilitates frequency spectrum re-use

• Cellular network designissues– Inter-cell synchronization

– Handoff mechanism

– Frequency planning

16

Page 18: 4G and Beyond: LTE and LTE-Advanced

Cellular Wireless System

• Frequency re-use

17

F1

F1

F1

F1

F1

F1

F1

F1

F3

F2

F7

F6

F5

F4

Frequency re-use = 1- Higher spectral efficiency

- Higher interference for cell-edge users

Frequency re-use = 7- Lower interference for cell-edge users

- Lower spectral efficiency

- cont.

Page 19: 4G and Beyond: LTE and LTE-Advanced

Cellular Wireless System

• Sectorized cells

18

- cont.

Page 20: 4G and Beyond: LTE and LTE-Advanced

Cellular Wireless System

• Frequency re-use = 3

19

- cont.

Page 21: 4G and Beyond: LTE and LTE-Advanced

Outline

20

Wireless Background

Summary and References

Long Term Evolution (LTE)

LTE-Advanced

4G Enabling Technologies

Page 22: 4G and Beyond: LTE and LTE-Advanced

4G Enabling Technologies

• OFDM/OFDMA

• Frequency domain equalization

• SC-FDMA

• MIMO

• Fast channel-dependent resource scheduling

21

Page 23: 4G and Beyond: LTE and LTE-Advanced

Orthogonal Frequency Division Multiplexing

• OFDM can be viewed as a form of frequency division multiplexing (FDM).– Divides the transmission bandwidth into narrower equally spaced

tones, or subcarriers.

– Individual information symbols are conveyed over the subcarriers.

22

Se

ria

l-to

-pa

ralle

l

02j f te

12j f te

12 Nj f te

Input data block

Output symbol

Page 24: 4G and Beyond: LTE and LTE-Advanced

OFDM

• Use of orthogonal subcarriers makes OFDM spectrally efficient.– Because of the orthogonality among the subcarriers, they can

overlap with each other.

23

0 1 2 3 4 5 6 7 8 9Subcarrier

- cont.

Page 25: 4G and Beyond: LTE and LTE-Advanced

OFDM

• Since the bandwidth of each subcarrier is much smaller than the coherence bandwidth of the transmission channel, each subcarrier sees flat fading.

24

Frequency

Channel response

Subcarrier

- cont.

Page 26: 4G and Beyond: LTE and LTE-Advanced

OFDM

• OFDM implementation using discrete Fourier transform (DFT)

25

Channel

Channel inversion

(equalization)

N-pointDFT

DetectRemove CP

N-point IDFT

Add CP/ PS

*CP: Cyclic prefix*PS: Pulse shaping (windowing)

- cont.

Page 27: 4G and Beyond: LTE and LTE-Advanced

OFDM

• Design issues of OFDM– Cyclic prefix (CP): To maintain orthogonality among subcarriers in the

presence of multi-path channel, CP longer than the channel impulse response is needed. Also CP converts linear convolution of the channel impulse response into a circular one.

– High peak-to-average power ratio (PAPR): Since the transmit signal is a composition of multiple subcarriers, high peaks occur.

– Carrier frequency offset: Frequency offset breaks the orthogonalityand causes inter-carrier interference.

– Adaptive scheme or channel coding is needed to overcome the spectral null in the channel.

26

- cont.

Page 28: 4G and Beyond: LTE and LTE-Advanced

Orthogonal Frequency Division Multiple Access

• OFDMA is a multi-user access scheme using OFDM.– Each user occupies a different set of subcarriers.

– Scheduler can exploit frequency-selectivity and multi-user diversity.

27

subcarriers

User 1

User 2

User 3

Page 29: 4G and Beyond: LTE and LTE-Advanced

Frequency Domain Equalization

• For broadband multi-path channels, conventional time domain equalizers are impractical because of complexity.– Very long channel impulse response in the time domain.

– Prohibitively large tap size for time domain filter.

• Using discrete Fourier transform (DFT), equalization can be done in the frequency domain.

• Because the DFT size does not grow linearly with the length of the channel response, the complexity of FDE is lower than that of the equivalent time domain equalizer for broadband channel.

28

Page 30: 4G and Beyond: LTE and LTE-Advanced

FDE

29

hx y

1 *

y h x

x h y

1

Y H X

X H Y

Time domain

Frequency domain

Fourier

transform

Channel

- cont.

Page 31: 4G and Beyond: LTE and LTE-Advanced

FDE

• In DFT, frequency domain multiplication is equivalent to time domain circular convolution.

• Cyclic prefix (CP) longer than the channel response length is needed to convert linear convolution to circular convolution.

30

CP Symbols

- cont.

Page 32: 4G and Beyond: LTE and LTE-Advanced

FDE

• Most of the time domain equalization techniques can be implemented in the frequency domain.– MMSE equalizer, DFE, turbo equalizer, and so on.

• References– M. V. Clark, “Adaptive Frequency-Domain Equalization and

Diversity Combining for Broadband Wireless Communications,” IEEE J. Sel. Areas Commun., vol. 16, no. 8, Oct. 1998

– M. Tüchler et al., “Linear Time and Frequency Domain Turbo Equalization,” Proc. IEEE 53rd Veh. Technol. Conf. (VTC), vol. 2, May 2001

– F. Pancaldi et al., “Block Channel Equalization in the Frequency Domain,” IEEE Trans. Commun., vol. 53, no. 3, Mar. 2005

31

- cont.

Page 33: 4G and Beyond: LTE and LTE-Advanced

Single Carrier with FDE

32

Channel

N-

point

IDFT

Equalization

N-

point

DFT

SC/FDE

OFDM

DetectRemove

CP nxAdd

CP/

PS

* CP: Cyclic Prefix, PS: Pulse Shaping

Channel Equalization

N-

point

DFT

DetectRemove

CP

N-

point

IDFT

Add

CP/

PS nx

Page 34: 4G and Beyond: LTE and LTE-Advanced

SC/FDE

• SC/FDE delivers performance similar to OFDM with essentially the same overall complexity, even for long channel delay.

• SC/FDE has advantage over OFDM in terms of:– Low PAPR.

– Robustness to spectral null.

– Less sensitivity to carrier frequency offset.

• Disadvantage to OFDM is that channel-adaptive subcarrier bit and power loading is not possible.

33

- cont.

Page 35: 4G and Beyond: LTE and LTE-Advanced

SC/FDE

• References– H. Sari et al., “Transmission Techniques for Digital Terrestrial TV

Broadcasting,” IEEE Commun. Mag., vol. 33, no. 2, Feb. 1995, pp. 100-109.

– D. Falconer et al., “Frequency Domain Equalization for Single-Carrier Broadband Wireless Systems,” IEEE Commun. Mag., vol. 40, no. 4, Apr. 2002, pp. 58-66.

• Single carrier FDMA (SC-FDMA) is an extension of SC/FDE to accommodate multiple-user access.

34

- cont.

Page 36: 4G and Beyond: LTE and LTE-Advanced

Single Carrier FDMA

• SC-FDMA is a new multiple access technique.– Utilizes single carrier modulation, DFT-spread orthogonal frequency

multiplexing, and frequency domain equalization.

• It has similar structure and performance to OFDMA.

• SC-FDMA is currently adopted as the uplink multiple access scheme in 3GPP LTE.

35

Page 37: 4G and Beyond: LTE and LTE-Advanced

TX & RX structure of SC-FDMA

36

Subcarrier

Mapping

Channel

N-

point

IDFT

Subcarrier

De-

mapping/

Equalization

M-

point

DFT

DetectRemove

CP

N-

point

DFT

M-

point

IDFT

Add

CP / PS

DAC

/ RF

RF

/ ADC

SC-FDMA:

OFDMA:

+* N < M

* S-to-P: Serial-to-Parallel

* P-to-S: Parallel-to-Serial

P-t

o-S

S-t

o-P

S-t

o-P

P-t

o-S

Page 38: 4G and Beyond: LTE and LTE-Advanced

Why “Single Carrier” “FDMA”?

37

Subcarrier

Mapping

N-

point

DFT

M-

point

IDFT

Add

CP / PS

DAC

/ RF

Time

domain

Frequency

domain

Time

domain

“FDMA”

“Single Carrier”

P-t

o-S

: Sequential transmission of the symbols

over a single frequency carrier.

: User multiplexing in the frequency domain.

Page 39: 4G and Beyond: LTE and LTE-Advanced

Subcarrier Mapping

• Data block size (N) = 4, Number of users (Q) = 3, Number of subcarriers (M) = 12.

38

subcarriers

Terminal 1

Terminal 2

Terminal 3

subcarriers

Distributed Mode Localized Mode

Page 40: 4G and Beyond: LTE and LTE-Advanced

SC-FDMA and OFDMA

• Similarities– Block-based modulation and use of CP.

– Divides the transmission bandwidth into smaller subcarriers.

– Channel inversion/equalization is done in the frequency domain.

– SC-FDMA is regarded as DFT-precoded or DFT-spread OFDMA.

• Dissimilarities– Lower transmit peak power.

– Equalization performance.

– Multi-carrier MIMO receiver algorithm.

39

Page 41: 4G and Beyond: LTE and LTE-Advanced

SC-FDMA and DS-CDMA

• In terms of bandwidth expansion, SC-FDMA is very similar to DS-CDMA system using orthogonal spreading codes.– Both spread narrowband data into broader band.

– Time symbols are compressed into “chips” after modulation.

– Spreading gain (processing gain) is achieved.

40

Page 42: 4G and Beyond: LTE and LTE-Advanced

SC-FDMA: Comparison

41

SC-FDMA

OFDMADS-CDMA

/FDE* DFT-based FDE

* Block-based processing & CP

* SC transmission: Low PAPR

* Time-compressed “chip” symbols

* Time-domain detection

* Subcarrier mapping: Frequency-selective scheduling

Page 43: 4G and Beyond: LTE and LTE-Advanced

MIMO

• Multiple input multiple output (MIMO) technique improves communication link quality and capacity by using multiple transmit and receive antennas.

• Two types of gain; spatial diversity gain and spatial multiplexing gain.

42

Transmitter Receiver

MIMO channel

Page 44: 4G and Beyond: LTE and LTE-Advanced

MIMO

• Spatial diversity– Improves link quality (SNR) by combining multiple independently

faded signal replicas.

– With Nt Tx and Nr Rx antennas, NtNr diversity gain is achievable.

– Smart antenna, Alamouti transmit diversity, and space-time coding.

• Spatial multiplexing– Increases data throughput by sending multiple streams of data

through parallel spatial channels.

– With Nt Tx and Nr Rx antennas, min(Nt,Nr) multiplexing gain is achievable.

– BLAST (Bell Labs Space-Time Architecture) and unitary precoding.

43

- cont.

Page 45: 4G and Beyond: LTE and LTE-Advanced

Basic Idea of Spatial Diversity

• Coherent combining of multiple copies

44

1x

1y

2y

rNy

* Narrowband channel

2h

rNh

Coherent

combining 1x

ℎ1

Page 46: 4G and Beyond: LTE and LTE-Advanced

Basic Idea of Spatial Multiplexing

• Parallel decomposition of a MIMO channel

45

1x

2x

tNx

1y

2y

rNy

11h

21h

1rNh

r tN Nh

* Narrowband channel

Page 47: 4G and Beyond: LTE and LTE-Advanced

Basic Idea of Spatial Multiplexing

46

11 11 1 1

1

t

r r r t t r

N

N N N N N N

h hy x n

y h h x n

y H x n

H H

H H H H

I

H H H

x ny

H UDV y UDV x n

U y U U DV x U n

U y D

y x

U

D

V n

n

x

Diagonal matrix

Singular value decomposition (SVD)

- cont.

Page 48: 4G and Beyond: LTE and LTE-Advanced

Basic Idea of Spatial Multiplexing

47

1x

2x

tNx

1y

2y

rNy

11h

21h

1rNh

r tN Nh

1x

2x

tNx

1y

2y

rNy

11d

21d

t tN Nd

* Nt < Nr

- cont.

Page 49: 4G and Beyond: LTE and LTE-Advanced

Multicarrier MIMO Spatial Multiplexing

• Frequency domain for kth subcarrier

48

11, 1 ,1, 1, 1,

, 1, , , ,

t

r r r t t r

k kkk

k N kk k k

N k N k N N k N k N k

Y NXH

k k k k

H

k k k

H

k k k

H

k

k k k k

k k

H HY X N

Y H H X N

Y H X N

Y U Y

X V X

N U

Y D X N

N

Page 50: 4G and Beyond: LTE and LTE-Advanced

Unitary Precoding

49

Unitary

Precoding

MIMO Channel

Hk

Receiver

kXkX

k kH X

kN

kY

kZ

kV

k k kX V X

H

k k k k k

k k k

U D V V X

U D X

Page 51: 4G and Beyond: LTE and LTE-Advanced

Channel-Dependent Scheduling

50

Subcarriers

Frequency

User 1

User 2

Channel gain

Page 52: 4G and Beyond: LTE and LTE-Advanced

Channel-Dependent Scheduling

• Assign subcarriers to a user in good channel condition.

• Two subcarrier mapping schemes have advantages over each other.– Distributed: Frequency diversity.

– Localized: Frequency selective gain with CDS.

• CDS is a scheme to find an optimal set of subcarriers that are allocated to each user that maximizes some utility based on each user’s channel response.

51

- cont.

Page 53: 4G and Beyond: LTE and LTE-Advanced

Channel-Dependent Scheduling

52

0 50 100 150 200 2500

0.5

1

1.5

2

2.5

3

Subcarriers

|Channel gain

| 2

256 total subcarriers, 16 chunks, 16 subcarriers per chunk

User 1

User 2

Chunk allocated to user 1

Chunk allocated to user 2

- cont.

Page 54: 4G and Beyond: LTE and LTE-Advanced

Outline

53

Wireless Background

Summary and References

Long Term Evolution (LTE)

LTE-Advanced

4G Enabling Technologies

Page 55: 4G and Beyond: LTE and LTE-Advanced

LTE: Long Term Evolution

• Standardized by 3GPP (3rd Generation Partnership Project).

• 3GPP is a partnership of 7 regional standards organizations.– ARIB (Japan)

– ATIS (USA)

– CCSA (China)

– ETSI (Europe)

– TTA (South Korea)

– TTC (Japan)

– TSDSI (India)*

54

*Joined on Jan. 1, 2015

Page 56: 4G and Beyond: LTE and LTE-Advanced

3GPP Evolution

• Release 99 (2000): UMTS/WCDMA

• Rel. 5 (2002): HSDPA

• Rel. 6 (2005): HSUPA

• Rel. 7 (2007) and beyond: HSPA+

• Long Term Evolution (LTE)– 3GPP work on the Evolution started in November 2004.

– Standardized in the form of Rel. 8 (Dec. 2008).

• LTE-Advanced (LTE-A)– More bandwidth (up to 100 MHz) and backward compatible with LTE.

– Standardized in the form of Rel. 10 (Mar. 2011).

– Meets IMT-Advanced requirements.

55

Page 57: 4G and Beyond: LTE and LTE-Advanced

LTE Standardization Status

56

Rel. 8

LTE

Source: 3GPP (http://www.3gpp.org/specifications/releases)

2009 2010 2011 20122008 2013

Rel. 10

LTE-A

Rel. 9

LTE Enhancements

Rel. 11

LTE-A

2014

Rel. 12

LTE-A

2015

Page 58: 4G and Beyond: LTE and LTE-Advanced

Requirements of LTE

• Peak data rate– 100 Mbps DL/ 50 Mbps UL within 20 MHz bandwidth.

• Up to 200 active users in a cell (5 MHz)

• Less than 5 ms user-plane latency

• Mobility– Optimized for 0 ~ 15 km/h.– 15 ~ 120 km/h supported with high performance.– Supported up to 350 km/h or even up to 500 km/h.

• Enhanced multimedia broadcast multicast service (E-MBMS)

• Spectrum flexibility: 1.25 ~ 20 MHz

• Enhanced support for end-to-end QoS

57

Page 59: 4G and Beyond: LTE and LTE-Advanced

Key Features of LTE (Rel. 8)

• Spectrum flexibility: 1.25 ~ 20 MHz (100 MHz for LTE-A)

• Multicarrier-based radio air interface– OFDM/OFDMA and SC-FDMA

• Support for both FDD and TDD spectrums

• Active interference avoidance and coordination

• Peak data rate (theoretical max., TR 25.912)– Downlink (DL): 326.4 Mbps (20 MHz, 4x4 MIMO, 64-QAM)

– Uplink (UL): 86.4 Mbps (20 MHz, no MIMO, 64-QAM)

58

Page 60: 4G and Beyond: LTE and LTE-Advanced

LTE Device Category

59

Category 1 2 3 4 5

Peak rate (Mbps)

DL 10 50 100 150 300

UL 5 25 50 50 75

Source: 3GPP

RF bandwidth 20 MHz

Modulation

DL QPSK, 16-QAM, 64-QAM

UL QPSK, 16-QAMQPSK, 16-QAM, 64-

QAM

2 Rx diversity Assumed in performance requirements.

2x2 MIMO (DL) X O

4x4 MIMO (DL) X O

Page 61: 4G and Beyond: LTE and LTE-Advanced

LTE Standard Specifications

• Freely downloadable from http://www.3gpp.org/ftp/Specs/html-info/36-series.htm

60

Specification index Description of contents

TS 36.1xx Equipment requirements: Terminals, base stations, and repeaters.

TS 36.2xx Physical layer.

TS 36.3xxLayers 2 and 3: Medium access control, radio link control, and radio resource control.

TS 36.4xxInfrastructure communications (UTRAN = UTRA Network) including base stations and mobile management entities.

TS 36.5xx Conformance testing.

Page 62: 4G and Beyond: LTE and LTE-Advanced

Protocol Architecture

61

PHY: Physical layer

MAC: Medium Access Control

RLC: Radio Link Control

Logical channels

Transport channels

Co

ntr

ol /

me

asu

rem

en

ts

Layer 3

Layer 2

Layer 1

RRC: Radio Resource

Control

Physical channels

Transceiver

Page 63: 4G and Beyond: LTE and LTE-Advanced

LTE Network Architecture

• E-UTRAN (Evolved Universal Terrestrial Radio Access Network)

62

NB: NodeB (base station)

RNC: Radio Network Controller

SGSN: Serving GPRS Support Node

GGSN: Gateway GPRS Support Node

RNC RNC

SGSN

GGSN

NB NB NB NB

UMTS 3G: UTRAN

* 3GPP TS 36.300

eNB

MME

S-GW/P-GW

MME

S-GW/P-GW

S1

X2

E-UTRAN

EPC (Evolved Packet Core)

eNB eNB

eNB

eNB: E-UTRAN NodeB

MME: Mobility Management Entity

S-GW: Serving Gateway

P-GW: PDN (Packet Data Network) Gateway* 3GPP TS 36.300

Page 64: 4G and Beyond: LTE and LTE-Advanced

LTE Network Architecture

• eNB– All radio interface-related

functions

• MME– Manages mobility, UE

identity, and security parameters.

• S-GW– Node that terminates the

interface towards E-UTRAN.

• P-GW– Node that terminates the

interface towards PDN.

63

* 3GPP TS 36.300

eNB

MME

S-GW/P-GW

MME

S-GW/P-GW

S1

X2

E-UTRAN

EPC (Evolved Packet Core)

eNB eNB

eNB

eNB: E-UTRAN NodeB

MME: Mobility Management Entity

S-GW: Serving Gateway

P-GW: PDN (Packet Data Network) Gateway* 3GPP TS 36.300

- cont.

Page 65: 4G and Beyond: LTE and LTE-Advanced

LTE Network Architecture

64

* 3GPP TS 36.300

internet

eNB

RB Control

Connection Mobility Cont.

eNB Measurement

Configuration & Provision

Dynamic Resource

Allocation (Scheduler)

PDCP

PHY

MME

S-GW

S1

MAC

Inter Cell RRM

Radio Admission Control

RLC

E-UTRAN EPC

RRC

Mobility

Anchoring

EPS Bearer Control

Idle State Mobility

Handling

NAS Security

P-GW

UE IP address

allocation

Packet Filtering

RRM: Radio Resource Management

RB: Radio Bearer

RRC: Radio Resource Control

PDCP: Packet Data Convergence Protocol

NAS: Non-Access Stratum

EPS: Evolved Packet System

- cont.

Page 66: 4G and Beyond: LTE and LTE-Advanced

LTE Network Architecture

65

User-Plane

Protocol

Stack

Control-Plane

Protocol

Stack

* 3GPP TS 36.300

eNB

PHY

UE

PHY

MAC

RLC

MAC

PDCPPDCP

RLC

eNB

PHY

UE

PHY

MAC

RLC

MAC

MME

RLC

NAS NAS

RRC RRC

PDCP PDCP

- cont.

Page 67: 4G and Beyond: LTE and LTE-Advanced

Frame Structure

• Two radio frame structures defined.– Frame structure type 1 (FS1): FDD.

– Frame structure type 2 (FS2): TDD.

• A radio frame has duration of 10 ms.

• A resource block (RB) spans 12 subcarriers over a slot duration of 0.5 ms. One subcarrier has bandwidth of 15 kHz, thus 180 kHz per RB.

66

Page 68: 4G and Beyond: LTE and LTE-Advanced

Frame Structure Type 1

• FDD frame structure

67

One subframe = TTI (Transmission Time Interval)

#0 #1 #2 #3 #18 #19

One slot = 0.5 ms

One radio frame = 10 ms

Page 69: 4G and Beyond: LTE and LTE-Advanced

Frame Structure Type 2

• TDD frame structure

68

Subframe #0 Subframe #2 Subframe #3 Subframe #4 Subframe #5 Subframe #7 Subframe #8 Subframe #9

DwPTS GP UpPTS DwPTS GP UpPTS

One subframe = 1 ms

One half-frame = 5 ms

One radio frame = 10 ms

One slot = 0.5 ms

Page 70: 4G and Beyond: LTE and LTE-Advanced

Resource Grid

69

Slot #0 #19

One radio frame

Su

bc

arr

ier

(fre

qu

en

cy)

OFDM/SC-FDMA symbol (time)

RB

RB scN N

12

RB

scN

symbN

Resource block

Resource element

RB

symb scN N resource elements

Page 71: 4G and Beyond: LTE and LTE-Advanced

Length of CP

70

symbNConfiguration

Normal CP 7

Extended CP 6

Extended CP (Df = 7.5 kHz)† 3

Configuration CP length NCP,l [samples]

Normal CP160 ( 5.21 ms) for l = 0144 ( 4.69 ms) for l = 1, 2, …, 6

Extended CP 512 ( 16.67 ms) for l = 0, 1, …, 5

Extended CP (Df = 7.5 kHz) † 1024 ( 33.33 ms) for l = 0, 1, 2

† Only in downlink

Page 72: 4G and Beyond: LTE and LTE-Advanced

LTE Bandwidth/Resource Configuration

71

Channelbandwidth [MHz]

1.4 3 5 10 15 20

Number of resource blocks (NRB)

6 15 25 50 75 100

Number of occupied subcarriers

72 180 300 600 900 1200

IDFT(Tx)/DFT(Rx) size 128 256 512 1024 1536 2048

Sample rate [MHz] 1.92 3.84 7.68 15.36 23.04 30.72

Samples per slot 960 1920 3840 7680 11520 15360

*3GPP TS 36.104

Page 73: 4G and Beyond: LTE and LTE-Advanced

Bandwidth Configuration

72

fre

qu

en

cy

time

300

UL RB

RB scN N

12

RB

scN

(7.68 MHz)

512

M

(4.5 MHz)(180 kHz)

Resource

block

Zeros

Zeros

1 slot

DL or UL symbol

* 5 MHz system with

frame structure type 1

Page 74: 4G and Beyond: LTE and LTE-Advanced

LTE Physical Channels

• DL– Physical Downlink Shared Channel (PDSCH)

– Physical Broadcast Channel (PBCH)

– Physical Multicast Channel (PMCH)

– Physical Control Format Indicator Channel (PCFICH)

– Physical Downlink Control Channel (PDCCH)

– Physical Hybrid ARQ Indicator Channel (PHICH)

• UL– Physical Uplink Shared Channel (PUSCH)

– Physical Uplink Control Channel (PUCCH)

– Physical Random Access Channel (PRACH)

73

Page 75: 4G and Beyond: LTE and LTE-Advanced

LTE Transport Channels

• Physical layer transport channels offer information transfer to medium access control (MAC) and higher layers.

• DL– Broadcast Channel (BCH)

– Downlink Shared Channel (DL-SCH)

– Paging Channel (PCH)

– Multicast Channel (MCH)

• UL– Uplink Shared Channel (UL-SCH)

– Random Access Channel (RACH)

74

Page 76: 4G and Beyond: LTE and LTE-Advanced

LTE Logical Channels

• Logical channels are offered by the MAC layer.

• Control Channels: Control-plane information– Broadcast Control Channel (BCCH)

– Paging Control Channel (PCCH)

– Common Control Channel (CCCH)

– Multicast Control Channel (MCCH)

– Dedicated Control Channel (DCCH)

• Traffic Channels: User-plane information– Dedicated Traffic Channel (DTCH)

– Multicast Traffic Channel (MTCH)

75

Page 77: 4G and Beyond: LTE and LTE-Advanced

Channel Mappings

76

PCCH BCCH CCCH DCCH DTCH MCCH MTCH Logical

channels

PMCH PDCCHPBCHPDSCH

PCH DL-SCH MCH

CCCH DCCH DTCH

PUSCH PUCCHPRACH

RACHBCH UL-SCHTransport

channels

Physical

channels

Downlink Uplink

Page 78: 4G and Beyond: LTE and LTE-Advanced

LTE Layer 2

• Layer 2 has three sublayers– MAC (Medium Access Control)

– RLC (Radio Link Control)

– PDCP (Packet Data Convergence Protocol)

77

DL UL

ROHC: Robust Header Compression * 3GPP TS 36.300

Segm.

ARQ etc

Multiplexing UE1

Segm.

ARQ etc...

HARQ

Multiplexing UEn

HARQ

BCCH PCCH

Scheduling / Priority Handling

Logical Channels

Transport Channels

MAC

RLCSegm.

ARQ etc

Segm.

ARQ etc

PDCP

ROHC ROHC ROHC ROHC

Radio Bearers

Security Security Security Security

...

Multiplexing

...

HARQ

Scheduling / Priority Handling

Transport Channels

MAC

RLC

PDCP

Segm.

ARQ etc

Segm.

ARQ etc

Logical Channels

ROHC ROHC

Radio Bearers

Security Security

Page 79: 4G and Beyond: LTE and LTE-Advanced

RRC Layer

• Terminated in eNB on the network side.

• Functions– Broadcast

– Paging

– RRC connection management

– RB (Radio Bearer) management

– Mobility functions

– UE measurement reporting and control

• RRC states– RRC_IDLE

– RRC_CONNECTED

78

Page 80: 4G and Beyond: LTE and LTE-Advanced

Resource Scheduling of Shared Channels

• Dynamic resource scheduler resides in eNB on MAC layer.

• Radio resource assignment based on radio condition, traffic volume, and QoS requirements.

• Radio resource assignment consists of:– Physical Resource Block (PRB)

– Modulation and Coding Scheme (MCS)

79

Page 81: 4G and Beyond: LTE and LTE-Advanced

Radio Resource Management

• Radio bearer control (RBC)

• Radio admission control (RAC)

• Connection mobility control (CMC)

• Dynamic resource allocation (DRA) or packet scheduling (PS)

• Inter-cell interference coordination (ICIC)

• Load balancing (LB)

80

Page 82: 4G and Beyond: LTE and LTE-Advanced

Other Features

• ARQ (RLC) and H-ARQ (MAC)

• Mobility

• Rate control

• DRX (Discontinuous Reception)

• MBMS

• QoS

• Security

81

Page 83: 4G and Beyond: LTE and LTE-Advanced

DL Overview

• DL physical channels– Physical Downlink Shared Channel (PDSCH)

– Physical Broadcast Channel (PBCH)

– Physical Multicast Channel (PMCH)

– Physical Control Format Indicator Channel (PCFICH)

– Physical Downlink Control Channel (PDCCH)

– Physical Hybrid ARQ Indicator Channel (PHICH)

• DL physical signals– Reference signal (RS)

– Synchronization signal

• Available modulation for data channel– QPSK, 16-QAM, and 64-QAM

82

Page 84: 4G and Beyond: LTE and LTE-Advanced

DL Physical Channel Processing

83

Scrambling

Modulation mapping

Layer mapping

OFDM signal generation

Resource element mapping

MIMO-related

processingPrecoding

Mapping onto one or more transmission layers

Generation of signals for each antenna port

IDFT operation

Page 85: 4G and Beyond: LTE and LTE-Advanced

DL Reference Signal

• Three types of DL reference signals (Rel. 8)– Cell-specific reference signals

• Associated with non-MBSFN transmission

– MBSFN reference signals

• Associated with MBSFN transmission

– UE-specific reference signals

84

Page 86: 4G and Beyond: LTE and LTE-Advanced

DL Reference Signal

• Cell-specific 2D RS sequence is generated as the symbol-by-symbol product of a 2D orthogonal sequence (OS) and a 2D pseudo-random sequence (PRS).– 3 different 2D OS and ~170 different PRS.

– Each cell (sector) ID corresponds to a unique combination of one OS and one PRS ~510 unique cell IDs.

• CDM of RS for cells (sectors) of the same eNodeB (BS)– Use complex orthogonal spreading codes.

• FDM of RS for each antenna in case of MIMO

85

- cont.

Page 87: 4G and Beyond: LTE and LTE-Advanced

DL Reference Signal

86

*With normal CP

*3GPP TS 36.211

0l

0R

0R

0R

0R

6l 0l

0R

0R

0R

0R

6l

On

e an

ten

na

po

rtT

wo

an

ten

na

po

rts

Resource element (k,l)

Not used for transmission on this antenan port

Reference symbols on this antenna port

0l

0R

0R

0R

0R

6l 0l

0R

0R

0R

0R

6l 0l

1R

1R

1R

1R

6l 0l

1R

1R

1R

1R

6l

0l

0R

0R

0R

0R

6l 0l

0R

0R

0R

0R

6l 0l

1R

1R

1R

1R

6l 0l

1R

1R

1R

1R

6l

Fo

ur

ante

nn

a p

ort

s

0l 6l 0l

2R

6l 0l 6l 0l 6l

2R

2R

2R

3R 3R

3R 3R

even-numbered slots odd-numbered slots

Antenna port 0

even-numbered slots odd-numbered slots

Antenna port 1

even-numbered slots odd-numbered slots

Antenna port 2

even-numbered slots odd-numbered slots

Antenna port 3

- cont.

Page 88: 4G and Beyond: LTE and LTE-Advanced

DL MIMO

• Supported up to 4x4 configuration.

• Support for both spatial multiplexing (SM) and Tx diversity (TxD).– SM

• Unitary precoding based scheme with codebook based feedbackfrom user.

• Multiple codewords (up to two).

– TxD: SFBC and CDD (Cyclic Delay Diversity).

• MU-MIMO supported.

• 3G Americas, “MIMO Transmission Schemes for LTE and HSPA Networks,” Jun. 2009, available at http://3gamericas.org

87

Page 89: 4G and Beyond: LTE and LTE-Advanced

UL Overview

• UL physical channels– Physical Uplink Shared Channel (PUSCH)

– Physical Uplink Control Channel (PUCCH)

– Physical Random Access Channel (PRACH)

• UL physical signals– Reference signal (RS)

• Available modulation for data channel– QPSK, 16-QAM, and 64-QAM

• Single user MIMO not supported in Release 8.– But it is addressed in Release 10.

– Multi-user collaborative MIMO supported.

88

Page 90: 4G and Beyond: LTE and LTE-Advanced

UL Resource Block

89

1 slot (0.5 ms)

Resourceblock (RB)

Fre

qu

en

cy

Time

One SC-FDMA symbol

Su

bc

arr

ier

Referencesymbols (RS)

*PUSCH with normal CP

Page 91: 4G and Beyond: LTE and LTE-Advanced

UL Physical Channel Processing

90

Scrambling

Modulation mapping

Transform precoding

SC-FDMA signal generation

Resource element mappingSC-FDMA

modulation

DFT-precoding

IDFT operation

Page 92: 4G and Beyond: LTE and LTE-Advanced

SC-FDMA Modulation in LTE UL

91

Serial-to-

Parallel

M-IDFT

N-DFT

Zeros

0 1 1, , Nx x x

Parallel-to-

Serial

0 1 1, , Mx x x

Subcarrier Mapping

sub

ca

rrie

r

0M

-1Zeros

One SC-FDMA

symbol

Localized mapping with an option of adaptive scheduling or random hopping.

Page 93: 4G and Beyond: LTE and LTE-Advanced

UL Reference Signal

• Two types of UL RS

– Demodulation (DM) RS Narrowband.

– Sounding RS: Used for UL resource scheduling Broadband.

• RS based on Zadoff-Chu CAZAC (Constant Amplitude Zero Auto-Correlation) polyphase sequence– CAZAC sequence: Constant amplitude, zero circular auto-

correlation, flat frequency response, and low circular cross-correlation between two different sequences.

92

2

2 , 0,1,2, , 1; for even2

( 1)2 , 0,1,2, , 1; for odd

2

k

r kj qk k L L

L

r k kj qk k L L

L

ea

e

* r is any integer relatively prime with L and q is any integer.

B. M. Popovic, “Generalized Chirp-like Polyphase Sequences with Optimal Correlation Properties,” IEEE Trans. Info. Theory, vol. 38, Jul. 1992, pp. 1406-1409.

Page 94: 4G and Beyond: LTE and LTE-Advanced

UL RS Multiplexing

93

subcarriers

User 1

User 2

User 3

subcarriers

FDM Pilots CDM Pilots

Page 95: 4G and Beyond: LTE and LTE-Advanced

UL RS Multiplexing

• DM RS: Associated with PUSCH or PUCCH– For SIMO: FDM between different users.

– For MU-MIMO: CDM between RS from each antenna

• Sounding RS: Not associated with PUSCH or PUCCH– CDM when there is only one sounding bandwidth.

– CDM/FDM when there are multiple sounding bandwidths.

94

- cont.

Page 96: 4G and Beyond: LTE and LTE-Advanced

Radio Procedures

• Cell search

• Random access

• Power control

• Uplink synchronization and uplink timing control

• Hybrid ARQ related procedures

95

Page 97: 4G and Beyond: LTE and LTE-Advanced

LTE Release 9

• Completed in Mar. 2010.

• Enhancements to Release 8– Enhanced DL beamforming (dual layer)

– Vocoder rate adaptation

– Self-organizing network (SON)

– Multimedia broadcast/multicast service (MBMS)

– Circuit-switched (CS) domain services

– UE positioning

– IMS emergency

96

Page 98: 4G and Beyond: LTE and LTE-Advanced

Outline

97

Wireless Background

Summary and References

Long Term Evolution (LTE)

LTE-Advanced

4G Enabling Technologies

Page 99: 4G and Beyond: LTE and LTE-Advanced

4G: IMT-Advanced

98

Source: 3G Americas, “Defining 4G: Understanding the ITU Process for the Next Generation of Wireless Technology”, Aug. 2008

Page 100: 4G and Beyond: LTE and LTE-Advanced

LTE-Advanced Requirements

• Peak data rate: – 1 Gbps DL and 500 Mbps UL

• Latency– Less than 10 ms within Connected mode

– Less than 50 ms from Idle to Connected mode

• Spectrum– Up to 100 MHz bandwidth

– Support for non-consecutive bands (spectrum aggregation)

• Peak spectrum efficiency– 30 bps/Hz DL and 15 bps/Hz UL

99

Page 101: 4G and Beyond: LTE and LTE-Advanced

LTE-A Features

• Release 10 (Completed in Mar. 2011)– Carrier aggregation

– Enhanced MIMO

– Heterogeneous network (HetNet): Macro-cell + small-cell

– Relaying

• Release 11 (Completed in Sep. 2012)– Coordinated multi-point (CoMP) transmission and reception

– Advanced inter-cell interference coordination (ICIC)

– Enhanced PDCCH

• http://www.3gpp.org/ftp/Information/WORK_PLAN/Description_Releases/

100

Page 102: 4G and Beyond: LTE and LTE-Advanced

LTE-A: Carrier Aggregation

• In order to support up to 100 MHz bandwidth, two or more component carriers aggregated– Component carrier (CC): Basic frequency block which comply with R8

LTE numerology

– Each CC is limited to 20 MHz bandwidth (110 resource blocks).

– Maintains backward compatibility with R8 LTE.

• Supports both contiguous and non-contiguous spectrum.

• Also supports asymmetric bandwidth for FDD.

101

- cont.

Page 103: 4G and Beyond: LTE and LTE-Advanced

LTE-A: Carrier Aggregation

102

- cont.

20 MHz

100 MHz

CC

60 MHzNon-

contiguous

20 MHzR8 LTE

60 MHz

Contiguous

Page 104: 4G and Beyond: LTE and LTE-Advanced

LTE-A: Carrier Aggregation

• Spectrum aggregation scenarios– Intra-band adjacent

– Intra-band non-adjacent

– Inter-band

• Asymmetric bandwidth for FDD

– Number of DL CC Number of UL CC

103

- cont.

Page 105: 4G and Beyond: LTE and LTE-Advanced

LTE-A: Carrier Aggregation

• Downlink multiple access scheme– OFDMA with CC-based structure: Re-use R8 spec for low cost & fast

development

– One transport block is mapped within one CC.

• Uplink multiple access scheme– N-times DFT-spread OFDM: Clustered DFT spreading

104

- cont.

Page 106: 4G and Beyond: LTE and LTE-Advanced

LTE-A: Enhanced MIMO

• Downlink MIMO– Up to 8x8 (8 layer) configuration

– Additional RS: CSI-RS and UE-specific DM RS

– Support for MU-MIMO

– Enhancements to CSI feedback

• Uplink MIMO– Introduction of UL transmit diversity

– Introduction of up to 4x4 SU-MIMO

– Use of turbo serial interference canceller

105

Page 107: 4G and Beyond: LTE and LTE-Advanced

LTE-A: Relaying

• Improves coverage and cell-edge performance.

• Relay node is wirelessly connected to RAN via a donor cell.

106

Relay nodeDonor cell

Backhaul link

Page 108: 4G and Beyond: LTE and LTE-Advanced

LTE-A: Heterogeneous Network Support

• Heterogeneous network (HetNet): Low power nodes/cells are placed throughout a macro-cell deployment as an underlay.– Low power cell: Pico/femto-cell, relay, remote radio head (RRH), etc.

107

Pico/femto-cell

Macro-cell

Page 109: 4G and Beyond: LTE and LTE-Advanced

LTE-A: HetNet Support

• Supports interference coordination for both CA-based and non-CA-based HetNets.

• Ways to coordinate interference– Time domain coordination

• Introduction of ABS (Almost Blank Subframe)

• Coordinated CSI-RS

• Backhaul coordination between macro and underlay cells

– Power control

• Release 11 adds more enhancements.

108

- cont.

Page 110: 4G and Beyond: LTE and LTE-Advanced

LTE-A: CoMP TX & RX

• Release 11 feature.

• Improves coverage, cell-edge performance, and system throughput.– DL: Joint processing, coordinated scheduling/beamforming

– UL: Multi-point reception

109

Page 111: 4G and Beyond: LTE and LTE-Advanced

LTE Release 12

• Specification freeze date of Dec. 2014.

• Work items – Enhancements to LTE-A features, Machine-Type Communications

(MTC), FDD-TDD Carrier Aggregation, Enhancements to LTE TDD for DL-UL Interference Management and Traffic Adaptation (eIMTA), Device-to-Device (D2D) proximity services, Network-Assisted Interference Cancellation and Suppression, WLAN/3GPP radio interworking …

• New study items – Small cell enhancements, 3D MIMO, energy saving enhancement,

interference cancellation, Group Communication, …

110

Page 112: 4G and Beyond: LTE and LTE-Advanced

LTE Release 12

• 3GPP, “Overview of 3GPP Release 12” – http://www.3gpp.org/ftp/Information/WORK_PLAN/Description_Rele

ases/Rel-12_description_20130317.zip

• Further references– http://www.3gpp.org/Release-12

111

- cont.

Page 113: 4G and Beyond: LTE and LTE-Advanced

LTE Release 13

• LTE in unlicensed spectrum (aka Licensed-Assisted Access)

• Carrier Aggregation enhancements

• LTE enhancements for Machine-Type Communications (MTC)

• Enhancements for D2D

• Elevation Beamforming / Full-Dimension MIMO

• Enhanced multi-user transmission techniques

• Indoor positioning

• Single-cell Point-to-Multipoint (SC-PTM)

112

http://www.3gpp.org/news-events/3gpp-news/1628-rel13

Page 114: 4G and Beyond: LTE and LTE-Advanced

LTE: Beyond

• Cell densification is a major trend to increase network capacity.

*Source: Qualcomm

113

Page 115: 4G and Beyond: LTE and LTE-Advanced

LTE: Beyond

• Cellular network evolution: Traditional macro-based

1:M=(# of BS):(# of mobile)

114

- cont.

Page 116: 4G and Beyond: LTE and LTE-Advanced

LTE: Beyond

• Cellular network evolution: Small cells

1:N (where N << M)

115

- cont.

Page 117: 4G and Beyond: LTE and LTE-Advanced

LTE: Beyond

• Cellular network evolution: Ultra-densification through small cells, remote radio heads, distributed antennas, relays, etc.

1:1# of access nodes equals # of mobile devices (?!?).

116

- cont.

Page 118: 4G and Beyond: LTE and LTE-Advanced

LTE: Beyond

• Many technologies are emerging to address cell densification, network capacity increase, and user experience.– Advanced heterogeneous network (HetNet)/small cells

– Small Cell-as-a-Service (SCaaS)

– WiFi/cellular integration

– LTE in unlicensed spectrum

– Interference cancellation & suppression

– Device-to-device (p2p)

– Self organizing network (SON)

– Software defined networking (SDN)/Network Functions Virtualization (NFV)

– Distributed antenna system (DAS)

– Massive MIMO

– mmWave frequency communication

117

- cont.

Page 119: 4G and Beyond: LTE and LTE-Advanced

Outline

118

Wireless Background

Summary and References

Long Term Evolution (LTE)

LTE-Advanced

4G Enabling Technologies

Page 120: 4G and Beyond: LTE and LTE-Advanced

Summary

• Key technologies of 4G systems– Multicarrier-based radio air interface

• OFDM/OFDMA and SC-FDMA

– Frequency domain equalization

– IP-based flat network architecture

– Multi-input multi-output (MIMO)

– Active interference avoidance and coordination

– Fast multi-carrier frequency-selective resource scheduling

119

Page 121: 4G and Beyond: LTE and LTE-Advanced

Summary

• Key features of LTE– OFDM/SC-FDMA air interface

– Flexible 1.25 ~ 20 MHz bandwidth (up to 100 MHz in LTE-Advanced)

– Support for both FDD and TDD

– Advanced MIMO

– Peak data rate (20MHz): DL - 326.4 Mbps (4x4 MIMO), UL - 86.4 Mbps

– Low latency

120

- cont.

Page 122: 4G and Beyond: LTE and LTE-Advanced

References and Resources

• 4G enabling technologies

– OFDM/OFDMA

• R. van Nee and R. Prasad, OFDM for Wireless Multimedia Communications, Artech House, 2000.

– Frequency domain equalization

• D. Falconer et al., “Frequency Domain Equalization for Single-Carrier Broadband Wireless Systems,” IEEE Commun. Mag., vol. 40, no. 4, Apr. 2002, pp. 58-66.

• H. Sari et al., “Transmission Techniques for Digital Terrestrial TV Broadcasting,” IEEE Commun. Mag., vol. 33, no. 2, Feb. 1995, pp. 100-109.

– SC-FDMA

• H. G. Myung & D. Goodman, Single Carrier FDMA: A New Air Interface for Long Term Evolution, John Wiley & Sons, Nov. 2008

• H. G. Myung et al., “Single Carrier FDMA for Uplink Wireless Transmission,” IEEE Vehicular Technology Mag., vol. 1, no. 3, Sep. 2006.

121

Page 123: 4G and Beyond: LTE and LTE-Advanced

References and Resources

– MIMO

• A. Paulraj et al., Introduction to Space-Time Wireless Communications, Cambridge University Press, May 2003.

• G. L. Stüber et al., “Broadband MIMO-OFDM Wireless Communications,” Proceedings of the IEEE, Feb. 2004, vol. 92, no. 2, pp. 271-294.

– Multicarrier scheduling

• G. Song and Y. Li, “Utility-based Resource Allocation and Scheduling in OFDM-based Wireless Broadband Networks,” IEEE Commun. Mag., vol. 43, no. 12, Dec. 2005, pp. 127-134.

122

- cont.

Page 124: 4G and Beyond: LTE and LTE-Advanced

References and Resources

• LTE– Spec

• http://www.3gpp.org/ftp/Specs/html-info/36-series.htm

– 4G Americas

• http://4gamericas.org

– LTE books

• http://www.wiley.com/WileyCDA/Section/id-WILEY2_SEARCH_RESULT.html?query=lte

– http://www.LTEwatch.com

123

- cont.

Page 125: 4G and Beyond: LTE and LTE-Advanced

Questions? Thank you!

IEEE VTC 2015 Fall2015.09.06Dr. Hyung G. Myung, Qualcomm