Qualcomm LTE Performance & Challenges 09-01-2011
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Transcript of Qualcomm LTE Performance & Challenges 09-01-2011
1
LTE Performance – Expectations & Challenges
Engineering Services Group
September 2011
2
Agenda
Overview of ESG LTE Experience
ESG – AT&T Engagements for LTE
LTE Performance Expectations
Factors Impacting LTE Performance
Key Areas To Be Considered for LTE Launch
2
3
ESG LTE Experience Overview
ESG
EUTRA Vendor IOTs
R&D
3GPP SA5 Participation
Chipset Lab Testing
• Technology trial participations
• RFP development
• LTE Protocols trainings & hands-on optimization workshops delivered to 2600+ engineers
• LTE design guidelines
• LTE capacity & dimensioning
• Performance assessment & troubleshooting in commercial LTE networks
• Performance studies & evaluations using ESG simulation platforms
Early exposure to LTE through Qualcomm’s leadership position in technology
3
4
ESG-AT&T LTE Partnership Highlights
Multiple engagements with NP&E and A&P teams
LTE Technology Trial (2009) • ESG SME in Dallas for 6 months
• Participation in Phase I & II Trial
• SME support and technical oversight of
execution by vendors
• Review results and progress of the trial
with the vendors
RAN Architecture & Planning Team
Field testing in BAWA & Dallas FOA clusters, lab testing in Redmond
RAN Design Team
LTE Design Optimization
Guidelines LTE Design System Studies
LTE Design & ACP Tool
Studies
Antenna Solutions Group
• LTE capacity calculator for venues
• IDAS/ODAS design & optimization guidelines
CSFB Performance Assessment (starting next week)
LTE Realization Group
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World Wireless Academy – LTE Courses
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6
Expected LTE Performance
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Key Areas of LTE Performance
LTE Call Setup and Registration
LTE Single-user Throughput
LTE Cell Throughput
User Plane Latency
Handover Success Rates and Data Interruption
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Expected LTE Performance Dependencies
LTE System Bandwidth 1.4 -> 20 MHz
FDD/TDD Throughput expectations
LTE UE Category – Current category 3 Devices
Deployment Considerations Number of eNodeB Transmit Antennas
Backhaul Bandwidth
System Configuration Transmission Modes used for DL (Diversity, MIMO schemes)
Control channel reservation for DL
Resource Reservation for UL
System Parameters
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LTE Call Setup, Registration
UE NW
UE Power Up
Initial acquisition PSS, SSS, PBCH, SIBs
Idle, camped
RRC Connection Setup
Attach request incl. PDN connectivity request
Attach response (accept) Incl. Activate Default Bearer Ctxt
Request Attach complete
RRC connected RRC Connection Setup Duration, Success rates
Attach and PDN Connectivity Duration, Success Rates
RRC Connection Request (Msg3)
RRC Conn. Setup Complete (Msg4)
Idle, not camped
RACH (Msg1, Msg2)
Authentication, Integrity, Ciphering Security Procedures
Number of RACH Attempt, RACH Power, Contention Procedure Success rates
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Key LTE Call Setup Metrics
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Metric Typical Expected Values
Reasons for Variability
Number of RACH and RACH Power
RACH Attempts <3 RACH Power <23dBm
Users at cell-edge, Improper Preamble Initial target Power, Power Ramping step
RACH Contention Procedure Success Rate
>90% Failed Msg3/Msg4, Delayed Msg4 delivery, Contention Timer
RRC Connection Setup Success Rate
>99% Poor RF conditions, Limited number of RRC Connected users allowed causing RRC Rejects, large RRC inactivity timers
RRC Connection Setup Duration (Including RACH duration)
30-60ms Multiple RACH attempts, Msg3 retransmission, delayed contention procedure
Attach and PDN Connectivity Success Rates
>99% Failure of ATTACH procedure (EPC issues) or EPS Bearer setup, poor RF conditions, Integrity/Security failures
Attach and PDN Connectivity Duration
250-550ms Multiple Attach Request, Authentication or Security related failures, EPC issues, delayed RRC Reconfiguration to setup Default RB
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Peak Single User DL Throughput – 10 MHz
11
• “Ideal” case • 0% BLER, 100% scheduling
• Near Cell field location • 5% BLER, 100% scheduling
Scenario • LTE-FDD • Cat 3 UE • 2x2 MIMO • Max DL MCS 28 used with 50
RBs and Spatial Multiplexing
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Peak Single User UL Throughput – 10 MHz
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• “Ideal” case • 0% BLER, 100% UL scheduling • UL MCS 23 and 50 RBs
• Near Cell field location • 5% BLER, 100% scheduling • UL MCS 24 and 45 RBs (some
RBs reserved for PUCCH)
Scenario • LTE-FDD • Cat 3 UE • Max UL MCS 23/24 depending
on number of UL RBs
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LTE DL Cell Throughput – Multiple Devices
Device-RUN
Throughput [Mbps] Sched. Rate [%]
BLER [%]
MCS Num RB
CQI RI RSRP [dBm]
RSRQ [dB]
FTP L1 Norm. L1**
T2 13.90 14.44 46.71 30.91 5.74 23.31 49.4 14.18 2 -73.85 -9.06
P2 16.58 16.65 53.04 31.39 5.40 25.12 49.76 14.48 2 -71.01 -8.98
P2 17.34 17.87 60.0 29.68 1.52 26.47 49.80 14.87 2 -68.87 -9.06
Total (3 devices)
47.82 48.96 91.98
• All 3 devices are scheduled almost equally (~30% each)
• Device with highest CQI reported receives highest MCS and low BLER and consequently highest DL L1 Throughput
• Total L1 Cell Throughput ~49 Mbps • Total Scheduling rate ~92% (<100%)
• Num of DL RB are ~50 for all devices
Above data is from a commercial LTE network with all 3 devices in Near cell conditions
• Peak DL Cell Throughput in close to Ideal Conditions* should be similar to Peak Single User DL Throughput • For a 10 Mhz system, Ideal DL Cell throughput at TCP should be ~67Mbps
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User Plane Latency
Ave (ms) Min (ms) Max (ms) STD (ms)
42.1 36 62 4.3
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
30 40 50 60 70 80
Dis
trib
uti
on
User Plane Latency (ms) pdf cdf
Stationary, Near cell conditions
Ping size = 32 Bytes
Ping Server: Internal server
• Ping Round-Trip-Time distribution from one commercial network above is concentrated between 40 -50 ms • Lower Ping RTT ~25 ms have been observed in some networks • Ping RTT can be dependent on CN delays, backhaul, system parameters and device
• Ping Round-Trip Time (RTT) in an unloaded system should be ~20-25ms • Such Ping tests are done to an internal server one hop away from LTE PGW (avoid internet delays)
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LTE Intra-frequency Handover Success Rate
DL Test Run Total HO HO Failure (case)
Run 1 125 2 (A, B)
Run 2 108 0
Run 3 95 1 (A)
Total 328 3
UL Test Run Total HO HO Failure (case)
Run 1 106 0
Run 2 118 0
Run 3 98 1 (A)
Total 320 1
Some Handover failure cases: A) RACH attempt not successful and T304 expires
B) HO command not received after Measurement Report
HO Success Rate is high in both UL and DL
99.05
99.69
99.37
98.40
98.60
98.80
99.00
99.20
99.40
99.60
99.80
100.00
Pe
rce
nta
ge [
%]
HO Success rate
HO Success Rate
Download Upload Total
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LTE Intra-frequency Handover/Data Interruption
Ave (ms) Min (ms) Max (ms) STD (ms)
78 38 199 34
0
0.1
0.2
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0.4
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0.6
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0 25 50 75 100 125 150 175 200
Dis
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on
HO Interrupt Time (ms) pdf cdf
HO Interrupt Time: Interval between Last DATA/CONTROL RLC PDU on source cell and First DATA/CONTROL RLC PDU on target cell
Data Interruption Time: Interval between only DATA RLC PDUs becomes much higher than 199 ms
Current LTE Networks have higher HO and Data Interruption Times – eNodeB buffer optimization and data forwarding support needed
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Typical Factors Impacting LTE Performance
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Factors Affecting LTE Performance
Deployment
Pilot Pollution, Interference
Neighbor List Issues, ANR
Parameters (Access, RRC
Timers)
EUTRAN, EPC Implementation and Software
Bugs
Unexpected RRC Connection
Releases
DL MCS and BLER, Control
Channel impacts
eNodeB Scheduler limitations
Mobility
Intra-LTE Reselection, HO
Parameters – minimize Ping-
pongs
Inter-RAT HO Boundaries and
Parameters
Data Performance
Backhaul Constraints
TCP Segment losses in CN
MTU Size settings on
devices
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RF Issues Impacting Call Setup Performance - 1
Sub-optimal RF optimization delays LTE call-setup
• Mall served by PCI 367 • PCI 212 leaking in partly
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RF Issues Impacting Call Setup Performance - 2
UE NW
UE Power Up
Initial acquisition (incl. attempt on PCI 367) Idle, camped: PCI 212
RRC Connection Request RRC Connection Setup
RRC connected
RRC Setup Duration: 60 ms
RRC Conn. Setup Complete
PSS, SSS, PBCH, SIBs
Idle, not camped
1st Attach request incl. PDN connectivity request
2nd Attach request incl. PDN connectivity request
Duration: 4.533 sec
UL data to send
RACH not successful
RACH (Msg1, Msg2)
RACH (Msg1-Msg4)
UE Reselects to PCI 367
No attach response (accept)
PCI 212: RSRP = -110 dBm PCI 367: RSRP = -104 dBm
3rd Attach request incl. PDN connectivity request Attach Accept is sent
• Pilot Pollution can impact call-setup, causing intermediate failures impacting KPIs, reselections and higher call-setup time
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RF Issues Causing LTE Radio Link Failure - 1
PCIs 426, 427,428 are not detected (site is missing) Lack of dominant server => Area of Pilot pollution
PCI 376
PCI 42 & PCI 142
• Missing sites during initial deployment phase requires careful neighbor planning or optimal use of ANR
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RF Issues Causing LTE Radio Link Failure - 2
1. UE is connected to PCI 411 2. UE reports event A3 twice for PCI 142 (Reporting int. = 480 ms) 3. UE reports event A3 for PCI 142 & 463 4. No Neighbor relation exists between PCI 411 and 142 (Clear
need for ANR). UE does not receive handover command, RLF occurs
5. RRC Re-establishment is not successful, UE reselects to PCI 42
RLF DL BLER increases to 70% UL power increases to 23 dBm
RSRP & SINR decrease to -110 dBm & -8 dB
MRM A3
RLF
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Backhaul Limitations Reduce LTE DL Throughput
0
5000
10000
15000
20000
25000
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35000
40000
45000
50000
-10 -5 0 5 10 15 20 25 30 35
L1 T
hro
ugh
pu
t (k
bp
s)
SINR (dB)
L1 Throughput vs SINR Throughput is always lower than 50 Mbps, even at high SINR Backhaul limitation negatively Impacts the allocation of radio resources
Statistics are calculated by using metrics averaged at 1 sec intervals
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0.00 0.00 0.00 0.00 0.00 0.00 0.02
0.12
0.18
0.64
0.00 0.00 0.000.04
0
0.2
0.4
0.6
0.8
1
0
0.2
0.4
0.6
0.8
1
MCS
PDF CDF
eNodeB Scheduler: MCS and BLER Relationship
0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.01
0.43
0.56
0
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0.4
0.6
0.8
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0.1
0.2
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CQI
PDF CDF
• Highest CQI is 15 and highest DL MCS is 28 • Although we see a significant number of
CQI=15 reported, scheduler hardly assigns any MCS=28!
• Whenever DL MCS 28 is scheduled BLER on 1st Tx is 100%, hence scheduler uses MCS 27
• Number of symbols for PDCCH is fixed at 2 and results in higher code-rate for MCS 28
• MCS=28: TBS = 36696 (@49&50 PRB) • MCS=27: TBS = 31704 (@49&50 PRB) 10 Mbps L1 throughput difference!
(2x2 MIMO, 2 Code Words)
PD
F
CD
F
PD
F
CD
F
• Lower than expected Peak DL throughput as eNodeB scheduler avoids MCS 28 due to high BLER and fixed control channel symbol assignment
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RRC Releases
UE DL Inactivity
Timer has not not expired
RSRP ~ -102 dBm
PCI 465
PCI 237
• 10 RRC Connections
are Released by PCI 465
Release Cause: other • UE logs do no show high UE Tx power or
high DL BLER • DL FTP Stalls due to
continuous RRC Releases
Unexpected RRC Connection Releases
• Unexpected eNodeB RRC Connection Releases impact user experience causing FTP time-outs. EUTRAN traces needed for investigation
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Lower eNodeB Scheduling reduces DL Throughput
P1_AvgL1Throughput P1_AvgScheduledRate P1_AvgMCS_DL P1_AvgL1BLER
Time
19:13:1519:13:1019:13:0519:13:0019:12:5519:12:5019:12:4519:12:4019:12:3519:12:3019:12:2519:12:2019:12:1519:12:1019:12:0519:12:0019:11:55
kbps
50,000
40,000
30,000
20,000
10,000
0
perc
enta
ge
100
90
80
70
60
50
40
30
20
10
0
N/A
26
24
22
20
18
16
14
12
perc
enta
ge
6
5
4
3
2
1
0
• L1 thpt >50 Mbps • Following scheduling rate and DL MCS
• Scheduling rate ~ 85-90% (< 100%) • Linked to lack of DL scheduling when SIB1
is transmitted and only 1 user/TTI support
• MCS ~26-27
• Low BLER – negligible impact on throughput
• Scheduling “dip” after ~78 sec
L1 T
pu
t Sc
hed
ulin
g M
CS
BLE
R
Internal Modem Time
• eNodeB Scheduler implementation results in lower scheduling rate and lower DL throughput
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Impact of MTU Size and TCP Segment Losses
• TCP MSS: 1460, TCP MTU: 1500
• TCP packet stats: • Re-tx: 765 (0.2%) • ooOrder: 5380 (1.5%)
• TCP graph shows quite some slow starts and irregularities
• MTU of 1500 can also result in fragmentation of IP segments on backhaul given GTP-U headers => Negatively impacts DL throughput
• TCP graph shows quite some slow starts and irregularities due to TCP segment losses in Core Network => Negatively impacts DL Application throughput
• Setting device MTU sizes correctly and minimizing CN packet losses is important to avoid negative Application layer throughput impacts
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Key Areas to be considered – LTE Initial Launch
• Optimize pilot polluted areas
• Verify neighbor list planning, use ANR if available
• Optimization study of system parameters is critical for handling increased load
Deployment
• Insufficient backhaul can reduce DL throughput
• Sporadic packet discards in Core Network
• Correct MTU size enforcement on all devices
Data Performance
•
•Optimize HO parameters to ensure high Handover Success rates and reduce handover ping-pongs
• Unexpected Radio Link Failures can impact performance
• Inter-RAT optimization to ensure suitable user-experience during Initial build-out
Mobility
•
• Unexpected RRC related drops and RACH failures may need to be investigated
• Several RAN limitations exist
• Scheduler limitations must be addressed before demand increases
Implementation
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Thank you