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c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 1/ 12 ⇒|
Non-Orthogonal Multiple Access for 5G and
Beyond
Proceedings of the IEEE, Dec. 2017
by
Yuanwei Liu, Zhijin Qin, Maged Elkashlan,
Zhiguo Ding, Arumugam Nallanathan and
Lajos Hanzo
c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 2/ 12 ⇒|
Orthogonal multiple access schemes: FDMA,
TDMA and CDMA
C
o
d
e
Time
Frequency
Frequency
Frequency
Time
Time
User 1
User 2
User
1
User
2
2
1
User 3
c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 3/ 12 ⇒|
Intentional DS-CDMA Spreading
A/SF
Signal
B
A
SF B
Spreading code
A/SF
Interferer
B
A
SF B
Spreading code
Despreading code
A/SF
A
c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 4/ 12 ⇒|
Unintentional Channel-Induced Spreading
time
CIR amplitude
pred.
estim.
delay
N
[t]
tap
c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 5/ 12 ⇒|
Evolution of Multiple Access & its Impact on
Wireless Standardization
c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 6/ 12 ⇒|
MIMO
Sq.
BF Close
OVSF-CDMA St.
OMA/
NOMA
Sq.
Turbo St. FEC
Sq.
LDPC St.
BICM-ID
St.
MFAA St.
4G
Sq.
HetNets
CR
SDN
Sq.
UL/DL
decoupling
St.
MFAA
LS-MIMO
Terrace
5G
Place
Telepr.
Ave.
MPEG
St.
c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 7/ 12 ⇒|
Next-generation network architecture.
c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 8/ 12 ⇒|
Macro
cell
……
Massive
MIMO
Small cells
D2D
f
• Ultra Wideband
(cmWave, mmWave)
• NOMA
Power
f
V2V
M2M
IoT
Fronthaul
...
Cloud RAN
Forwarding
Virtualization Software defined networking controller
Applications
...
IoT Health Safety
Telco API
Radio access unit
VR
c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 9/ 12 ⇒|
Power-Domain NOMA
User m
detection
User n
detection
User n
Subtract user
m ’s signal
0
BS
User m
User m
detection
Superimposed signal of
User m and n
BS
User m
(b). Downlink NOMA Transmission
(c). Uplink NOMA Transmission
SIC
User n
User n
detection
User m
detection
Subtract user
n ’s signal
SIC
(a). Power Multiplexing NOMA
Power
Time
User n
User m
Time
Non-cooperative NOMA
Cooperative NOMA
SIC
c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 10/ 12 ⇒|
Cluster-based MIMO-NOMA.
BS
Cluster 1 Cluster 2
Cluster m Cluster M
User LM
... ...
User 1
User L2
User 1
User Lm
User 2
User 1
User L1
User 1
User 2
...
User 2 User 2
...
...
...
c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 11/ 12 ⇒|
Beamformer-based MIMO-NOMA.
User 1
User 2
User N+1
User N+2
User N
User N+M
BS
...
...
...
...
c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 12/ 12 ⇒|
NOMA and massive MIMO based hybrid HetNets.
Massive MIMO
User 1
SIC of User
m signal
User n signal
detection
User n
User m signal
detection
User m
NOMA
User 2
User N
……
Pico BS
Marco BS

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proceedings.pdf

  • 1. c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 1/ 12 ⇒| Non-Orthogonal Multiple Access for 5G and Beyond Proceedings of the IEEE, Dec. 2017 by Yuanwei Liu, Zhijin Qin, Maged Elkashlan, Zhiguo Ding, Arumugam Nallanathan and Lajos Hanzo
  • 2. c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 2/ 12 ⇒| Orthogonal multiple access schemes: FDMA, TDMA and CDMA C o d e Time Frequency Frequency Frequency Time Time User 1 User 2 User 1 User 2 2 1 User 3
  • 3. c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 3/ 12 ⇒| Intentional DS-CDMA Spreading A/SF Signal B A SF B Spreading code A/SF Interferer B A SF B Spreading code Despreading code A/SF A
  • 4. c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 4/ 12 ⇒| Unintentional Channel-Induced Spreading time CIR amplitude pred. estim. delay N [t] tap
  • 5. c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 5/ 12 ⇒| Evolution of Multiple Access & its Impact on Wireless Standardization
  • 6. c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 6/ 12 ⇒| MIMO Sq. BF Close OVSF-CDMA St. OMA/ NOMA Sq. Turbo St. FEC Sq. LDPC St. BICM-ID St. MFAA St. 4G Sq. HetNets CR SDN Sq. UL/DL decoupling St. MFAA LS-MIMO Terrace 5G Place Telepr. Ave. MPEG St.
  • 7. c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 7/ 12 ⇒| Next-generation network architecture.
  • 8. c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 8/ 12 ⇒| Macro cell …… Massive MIMO Small cells D2D f • Ultra Wideband (cmWave, mmWave) • NOMA Power f V2V M2M IoT Fronthaul ... Cloud RAN Forwarding Virtualization Software defined networking controller Applications ... IoT Health Safety Telco API Radio access unit VR
  • 9. c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 9/ 12 ⇒| Power-Domain NOMA User m detection User n detection User n Subtract user m ’s signal 0 BS User m User m detection Superimposed signal of User m and n BS User m (b). Downlink NOMA Transmission (c). Uplink NOMA Transmission SIC User n User n detection User m detection Subtract user n ’s signal SIC (a). Power Multiplexing NOMA Power Time User n User m Time Non-cooperative NOMA Cooperative NOMA SIC
  • 10. c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 10/ 12 ⇒| Cluster-based MIMO-NOMA. BS Cluster 1 Cluster 2 Cluster m Cluster M User LM ... ... User 1 User L2 User 1 User Lm User 2 User 1 User L1 User 1 User 2 ... User 2 User 2 ... ... ...
  • 11. c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 11/ 12 ⇒| Beamformer-based MIMO-NOMA. User 1 User 2 User N+1 User N+2 User N User N+M BS ... ... ... ...
  • 12. c Liu, Qin, Elkashlan, Ding, Nallanathan & Hanzo Proceedings of the IEEE, Dec. 2017 12/ 12 ⇒| NOMA and massive MIMO based hybrid HetNets. Massive MIMO User 1 SIC of User m signal User n signal detection User n User m signal detection User m NOMA User 2 User N …… Pico BS Marco BS