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doc.: IEEE 802.11-09/1194r0 Submission Introduction to OTA Testing of MIMO Devices Date: 2009-11-15 November 2009 Michael Foegelle, ETS-Lindgren Slide 1 Name Affiliations Address Phone email Michael Foegelle ETS-Lindgren Austin, TX Michael.foegelle@ets- lindgren.com Garth Hillman ETS-Lindgren Austin, TX Garth.hillman@ets- lindgren.com Authors:

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Page 1: doc.: IEEE 802.11-09/1194r0 Introduction to OTA Testing of ... · Introduction to OTA Testing of MIMO Devices Date: 2009-11-15 ... Abstract • A method for ... This presentation

doc.: IEEE 802.11-09/1194r0

Submission

Introduction to OTA Testing of MIMO Devices

Date: 2009-11-15

November 2009

Michael Foegelle, ETS-LindgrenSlide 1

Name Affiliations Address Phone email

Michael Foegelle ETS-Lindgren Austin, TX [email protected]

Garth Hillman ETS-Lindgren Austin, TX [email protected]

Authors:

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doc.: IEEE 802.11-09/1194r0

Submission

November 2009

Michael Foegelle, ETS-Lindgren

Abstract

• A method for environmental simulation within a fully anechoic chamber has been developed for testing MIMO and related multi-antenna technologies.

• This presentation describes the method and results using a combination of IEEE 802.11 and 3GPP channel models and a IEEE 802.11 DUT

• This presentation was first made at the WiMax Forum held in October 2009

Slide 2

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doc.: IEEE 802.11-09/1194r0

Submission

Outline• The Meaning of MIMO• MIMO and the RF Environment• Implications of OTA Testing• Designing an OTA Environment Simulator• Initial Results with ETS-Lindgren/Elektrobit

OTA R&D System• Metrics• Correlation Evaluation• Open Questions• Conclusions

November 2009

Michael Foegelle, ETS-LindgrenSlide 3

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doc.: IEEE 802.11-09/1194r0

Submission

The Meaning of MIMO

• The term MIMO is often used to represent a range of bandwidth/performance enhancing technologies that rely on multiple antennas in a wireless device.

• These can be classified into several categories:– “True” MIMO.– SIMO technologies like beam forming and receive

diversity.• While this discussion will concentrate on

downlink MIMO, uplink MIMO/MISO concepts are similar.

November 2009

Michael Foegelle, ETS-LindgrenSlide 4

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doc.: IEEE 802.11-09/1194r0

Submission

The Meaning of MIMO

• “True” MIMO uses multiple transmit and receive antennas to increase the total information bandwidth through space-time coding. – Multiple channels of communication share the same

frequency bandwidth allocation simultaneously.• SIMO technologies use the multiple (receive)

antennas to improve single channel performance under edge-of-link (EOL) conditions.

Michael Foegelle, ETS-Lindgren

November 2009

Slide 5

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doc.: IEEE 802.11-09/1194r0

Submission

The Meaning of MIMO

• Beam forming allows the creation of a stronger gain pattern in the direction of the desired signal while simultaneously rejecting undesired signals from other directions.

• Receive diversity uses multiple antennas to overcome channel fades by using additional antenna(s) to capture information that may be missing from a single channel.– Includes simple switching diversity or more

complicated techniques like maximal ratio combining or other combinatorial diversity techniques.

November 2009

Michael Foegelle, ETS-LindgrenSlide 6

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doc.: IEEE 802.11-09/1194r0

Submission

MIMO and the RF Environment

• All of these multiple antenna technologies share one thing in common – their performance is a function of the environment in which they’re used.

• The device adapts to its environment through embedded algorithms that change its (effective) radiation pattern.

• Traditional TRP and TIS metrics are properties of the mobile device only. They represent the average performance of the device to signals from any direction.

November 2009

Michael Foegelle, ETS-LindgrenSlide 7

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doc.: IEEE 802.11-09/1194r0

Submission

MIMO and the RF Environment• Metrics like Near Horizon Partial Radiated

Power/Sensitivity terms or Mean Effective Gain apply simple environmental models to fixed pattern data, but the basic behavior of the device does not change.

• For MIMO technologies, performance is a function of the system and cannot be restricted to the mobile device.

• Individual device performance can only be evaluated/compared in a given environment.

• This implies the need for environment simulation.

November 2009

Michael Foegelle, ETS-LindgrenSlide 8

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doc.: IEEE 802.11-09/1194r0

Submission

Implications of OTA Testing

• Channel emulators are commonly used to simulate wireless environments for radio development/testing.

• Channel models simulate not only a given environment, but also properties of the base station and mobile device including antenna patterns, antenna separation, and angles of departure/arrival (AOD/AOA).

• A primary goal of OTA testing is to determine radio performance of the DUT with the actual antenna patterns, orientation, and spacing.

November 2009

Michael Foegelle, ETS-LindgrenSlide 9

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doc.: IEEE 802.11-09/1194r0

Submission

Implications of OTA Testing

• If this was all that was required, a combination of antenna pattern measurement and conducted channel modeling would suffice.

• However, traditional OTA measurements of TRP/TIS perform simultaneous evaluation of the entire RF signal chain for a variety of reasons:– Platform Desensitization – interference from platform

components enters radio through attached antennas.– Near Field Influences – including platform structure,

head, hands, body, table top, etc.

November 2009

Michael Foegelle, ETS-LindgrenSlide 10

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doc.: IEEE 802.11-09/1194r0

Submission

Implications of OTA Testing

– Mismatch and other Interaction Factors – performance of a radio into a matched 50 Ohm load may not be the same as that into a mismatched or detuned antenna, resulting in non-linear behavior.

– Antenna-Antenna Interactions – mutual coupling of antennas may not be accounted for properly in pattern tests.

– Cable Effects – currents on feed cables can alter the radiation pattern, especially for small DUTs.

November 2009

Michael Foegelle, ETS-LindgrenSlide 11

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doc.: IEEE 802.11-09/1194r0

Submission

Designing an OTA Environment Simulator• MIMO relies on a complex multipath environment to

provide the information necessary to reconstruct multiple source signals that have been combined into multiple receive signals.

Reflecting Objectsin Environment

Propagation Ray PathsMIMO

Transmitter

MIMOReceiver

Source Waveforms

ResultantWaveform

November 2009

Michael Foegelle, ETS-LindgrenSlide 12

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doc.: IEEE 802.11-09/1194r0

Submission

Designing an OTA Environment Simulator

• The goal of the OTA Environment Simulator is to place the DUT in a controlled, isolated near field environment and then simulate everything outside that region.

Reflecting Objectsin Environment

Propagation Ray PathsMIMO

Transmitter

MIMOReceiver

Source Waveforms

ResultantWaveform

November 2009

Michael Foegelle, ETS-LindgrenSlide 13

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doc.: IEEE 802.11-09/1194r0

Submission

Designing an OTA Environment Simulator• Example: Typical Multi-Path Power Delay

Profile from a Real World Environment

November 2009

Michael Foegelle, ETS-LindgrenSlide 14

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doc.: IEEE 802.11-09/1194r0

Submission

Designing an OTA Environment Simulator• Using a fully anechoic chamber to isolate the DUT, a

matrix of antennas arrayed around the DUT can be used to produce different angles of arrival (AOA)

DUT

Path 1 (LOS)AOA = 0

Path 2 AOA ~135°

Path 3 AOA ~225°

Path 4 AOA ~45°

November 2009

Michael Foegelle, ETS-LindgrenSlide 15

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doc.: IEEE 802.11-09/1194r0

Submission

Designing an OTA Environment Simulator• A Variable Path Simulator (ideally a channel

emulator with modified channel models) simulates the desired external environment between BSE and DUT.

DUT

MIMOTester

VariablePath

Simulator

November 2009

Michael Foegelle, ETS-LindgrenSlide 16

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doc.: IEEE 802.11-09/1194r0

Submission

Designing an OTA Environment Simulator

• Evaluation of SIMO functions like beam forming and receive diversity likely require only rudimentary environment simulation.– Sufficient to simulate only basic directional effects and

spatial fading.• While there are a variety of simplistic ways to

create an external environment containing delay spread, fading, and even repeatable reflection “taps”, they may be insufficient for proper evaluation of MIMO performance.

November 2009

Michael Foegelle, ETS-LindgrenSlide 17

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doc.: IEEE 802.11-09/1194r0

Submission

Designing an OTA Environment Simulator• MIMO channel models include clusters of

scatterers with each tap having an angular spread as well as a delay spread..

November 2009

Michael Foegelle, ETS-LindgrenSlide 18

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doc.: IEEE 802.11-09/1194r0

Submission

Designing an OTA Environment Simulator• Simulation of the delay spread would either require

an extremely large number of antennas to simulate each scatteror, or the use of an electronic channel emulator to “dither” the signal across multiple antennas to simulate slight variations in AOA.

DUT

November 2009

Michael Foegelle, ETS-LindgrenSlide 19

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doc.: IEEE 802.11-09/1194r0

Submission

• Converting a conducted channel model to an OTA channel model:– Conducted model simulates TX and RX antennas.

Designing an OTA Environment Simulator

2x2 Channel Emulation

Two Transmitter

BSE

Two Receiver

Radio

Simulated TransmitAntenna Patterns

Simulated ReflectionClusters

Simulated ReceiveAntenna Patterns

November 2009

Michael Foegelle, ETS-LindgrenSlide 20

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doc.: IEEE 802.11-09/1194r0

Submission

• Conducted channel model:– Ray paths from reflections in simulated environment

are collected at each simulated receive antenna.

Designing an OTA Environment Simulator

2x2 Channel Emulation

Two Transmitter

BSE

Two Receiver

Radio

Simulated Ray PathsBetween TX and RX Antennas

November 2009

Michael Foegelle, ETS-LindgrenSlide 21

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doc.: IEEE 802.11-09/1194r0

Submission

• Converting a conducted channel model to an OTA channel model:– Clusters produced different angles of arrival (AOA)

Designing an OTA Environment Simulator

2x2 Channel Emulation

Two Transmitter

BSE

Two Receiver

Radio

Directions of Received Signals(Angles of Arrival)

November 2009

Michael Foegelle, ETS-LindgrenSlide 22

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doc.: IEEE 802.11-09/1194r0

Submission

• Converting a conducted channel model to an OTA channel model:– Grouping AOAs, we can remove virtual RX antennas.

Designing an OTA Environment Simulator

2x2 Channel Emulation

Two Transmitter

BSE

Two Receiver

Radio

Region around Simulated DUT

November 2009

Michael Foegelle, ETS-LindgrenSlide 23

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doc.: IEEE 802.11-09/1194r0

Submission

• OTA channel model:– 2xN channel emulator used to feed N antennas for

AOA simulation around DUT with real antennas.

Designing an OTA Environment Simulator

DUT withIntegrated DualReceivers and

Antennas

2xN Environment Simulation

Two Transmitter

BSE

November 2009

Michael Foegelle, ETS-LindgrenSlide 24

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doc.: IEEE 802.11-09/1194r0

Submission

Designing an OTA Environment Simulator• Ideally, the sphere around the DUT would define a perfect

boundary condition that exactly reproduces the desired field distribution inside the test region.

• Practicality and physical limitations impose restrictions that create a less than ideal environment simulation.

• The chosen number of antenna positions limits the available range of “Real” propagation directions.

• “Dithering” of signals across multiple antennas does not produce true plane wave behavior in test region.– Results in an interference pattern with wave-like distribution in

center of test region.

November 2009

Michael Foegelle, ETS-LindgrenSlide 25

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doc.: IEEE 802.11-09/1194r0

Submission

Designing an OTA Environment Simulator• “Dithering” results in an interference pattern with wave-

like distribution in center of test region.– Quality depends on angular spacing and number of antennas used to

create interference pattern.

November 2009

Michael Foegelle, ETS-LindgrenSlide 26

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doc.: IEEE 802.11-09/1194r0

Submission

Designing an OTA Environment Simulator• Effect of angular resolution on dithered signals.

November 2009

Michael Foegelle, ETS-LindgrenSlide 27

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doc.: IEEE 802.11-09/1194r0

Submission

Designing an OTA Environment Simulator• Effect of angular resolution on dithered signals.

November 2009

Michael Foegelle, ETS-LindgrenSlide 28

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doc.: IEEE 802.11-09/1194r0

Submission

Designing an OTA Environment Simulator• Effect of angular resolution on dithered signals.

November 2009

Michael Foegelle, ETS-LindgrenSlide 29

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doc.: IEEE 802.11-09/1194r0

Submission

Designing an OTA Environment Simulator• Effect of angular resolution on dithered signals.

November 2009

Michael Foegelle, ETS-LindgrenSlide 30

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doc.: IEEE 802.11-09/1194r0

Submission

Designing an OTA Environment Simulator• Effect of angular resolution on dithered signals.

November 2009

Michael Foegelle, ETS-LindgrenSlide 31

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doc.: IEEE 802.11-09/1194r0

Submission

Designing an OTA Environment Simulator• Effect of angular resolution on dithered signals.

November 2009

Michael Foegelle, ETS-LindgrenSlide 32

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doc.: IEEE 802.11-09/1194r0

Submission

Designing an OTA Environment Simulator• Effect of angular resolution on dithered signals.

November 2009

Michael Foegelle, ETS-LindgrenSlide 33

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doc.: IEEE 802.11-09/1194r0

Submission

Designing an OTA Environment Simulator• Radial fall-off from traditional antennas in close

proximity to DUT does not behave like reflections from distant objects (i.e. non-plane-wave behavior).

November 2009

Michael Foegelle, ETS-LindgrenSlide 34

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doc.: IEEE 802.11-09/1194r0

Submission

Initial R&D System Results• A re-configurable MIMO OTA system has been installed

in ETS-Lindgren’s Cedar Park facility for research and development of test requirements.

November 2009

Michael Foegelle, ETS-LindgrenSlide 35

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doc.: IEEE 802.11-09/1194r0

Submission

Initial R&D System Results• Eight dual polarized antenna elements are mounted on

adjustable fixtures and arranged around a DUT positioning turntable.

November 2009

Michael Foegelle, ETS-LindgrenSlide 36

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doc.: IEEE 802.11-09/1194r0

Submission

Initial R&D System Results• The Elektrobit Propsim F8

channel emulator was used to provide the spatial channel emulation required for the OTA environment simulation.

• Eight 30 dB gain power amplifiers drive eight vertical antenna elements.

November 2009

Michael Foegelle, ETS-LindgrenSlide 37

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doc.: IEEE 802.11-09/1194r0

Submission

Initial R&D System Results• A 2.45 GHz Precision Sleeve Dipole was used to measure

(calibrate) the vector path loss through the F8 and each antenna to the center of the test volume.

November 2009

Michael Foegelle, ETS-LindgrenSlide 38

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doc.: IEEE 802.11-09/1194r0

Submission

Initial R&D System Results• An 802.11n 2x2 MIMO Wireless Router with

removable, adjustable external antennas was chosen as the DUT.

• A matching NIC was used as the downlink source.

• Directly cabled conducted tests were used to verify MIMO operation with appropriately higher throughput compared to SIMO/SISO cabled configurations.

November 2009

Michael Foegelle, ETS-LindgrenSlide 39

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doc.: IEEE 802.11-09/1194r0

Submission

Initial R&D System Results

• Conducted tests of throughput vs. attenuation were performed with Propsim F8 using circulators/isolators to provide a single return uplink.

• Direct single tap models were used to replicate cabled results for calibration.

November 2009

Michael Foegelle, ETS-LindgrenSlide 40

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doc.: IEEE 802.11-09/1194r0

Submission

Initial R&D System Results

• Several 2x2 MIMO models suitable for OTA testing were evaluated to determine typical MIMO performance.– Modified SCME Urban Micro w/ 3 km/h fading & zero

delay spread.– Modified TGn-C w/ AOD/AOA based on SCME– Modified TGn-C w/ low TX correlation (10 wavelength

separation)

November 2009

Michael Foegelle, ETS-LindgrenSlide 41

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doc.: IEEE 802.11-09/1194r0

Submission

Initial R&D System Results

• Modified TGn-C uses taps from TGn-C model with AOA/AOD from SCME Urban Micro model.

November 2009

Michael Foegelle, ETS-LindgrenSlide 42

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doc.: IEEE 802.11-09/1194r0

Submission

Initial R&D System Results

• Using standard 20 MHz 802.11 channels, conducted tests show maximum SIMO throughput around 25 MBPS, with MIMO performance around 40-45 MBPS with typical channel models.

• Initial OTA tests with stock antennas using low correlation TGn-C OTA model produces similar results but shows angular dependence of MIMO performance while SIMO (diversity) performance remains uniform.

November 2009

Michael Foegelle, ETS-LindgrenSlide 43

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doc.: IEEE 802.11-09/1194r0

Submission

Initial R&D System ResultsThroughput vs. Total Path Loss

Thro

ughp

ut (

Mbp

s)

Attenuation (dB)30 8035 40 45 50 55 60 65 70 75

10

50

15

20

25

30

35

40

45

0° 30° 60° 90° 120° 150° 180° 210° 240°270° 300° 330° 360° SIMO TX1 SIMO TX2

November 2009

Michael Foegelle, ETS-LindgrenSlide 44

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doc.: IEEE 802.11-09/1194r0

Submission

Initial R&D System ResultsThroughput vs. Total Path Loss

Thro

ughp

ut (

Mbp

s)

Attenuation (dB)30 8035 40 45 50 55 60 65 70 75

10

50

15

20

25

30

35

40

45

0° 30° 60° 90° 120° 150° 180° 210° 240°270° 300° 330° 360° SIMO TX1 SIMO TX2

MIMO Operating

Region

h11

h22

h12

h21

November 2009

Michael Foegelle, ETS-LindgrenSlide 45

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doc.: IEEE 802.11-09/1194r0

Submission

Initial R&D System ResultsThroughput vs. Total Path Loss

Thro

ughp

ut (

Mbp

s)

Attenuation (dB)30 8035 40 45 50 55 60 65 70 75

10

50

15

20

25

30

35

40

45

0° 30° 60° 90° 120° 150° 180° 210° 240°270° 300° 330° 360° SIMO TX1 SIMO TX2

SIMO Operation

November 2009

Michael Foegelle, ETS-LindgrenSlide 46

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doc.: IEEE 802.11-09/1194r0

Submission

Initial R&D System ResultsThroughput vs. Total Path Loss

Thro

ughp

ut (

Mbp

s)

Attenuation (dB)30 8035 40 45 50 55 60 65 70 75

10

50

15

20

25

30

35

40

45

0° 30° 60° 90° 120° 150° 180° 210° 240°270° 300° 330° 360° SIMO TX1 SIMO TX2

TXBeam- Forming

Region

h11

h22

0

0

November 2009

Michael Foegelle, ETS-LindgrenSlide 47

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doc.: IEEE 802.11-09/1194r0

Submission

Initial R&D System ResultsAttenuation at 35 Mbps

Atte

nuat

ion

(dB)

Angle (°)Scale: 2/divMin: 36Max: 56

0

180

30

210

60

240

90 270

120

300

150

330

November 2009

Michael Foegelle, ETS-LindgrenSlide 48

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doc.: IEEE 802.11-09/1194r0

Submission

Initial R&D System ResultsAttenuation at 30 Mbps

Atte

nuat

ion

(dB)

Angle (°)Scale: 1/divMin: 50Max: 60

0

180

30

210

60

240

90 270

120

300

150

330

November 2009

Michael Foegelle, ETS-LindgrenSlide 49

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doc.: IEEE 802.11-09/1194r0

Submission

Initial R&D System ResultsAttenuation at SIMO Data Rates

Atte

nuat

ion

(dB)

Angle (°)Scale: 2/divMin: 60Max: 78

0

180

30

210

60

240

90 270

120

300

150

330 10.00 Mbps15.00 Mbps20.00 Mbps

November 2009

Michael Foegelle, ETS-LindgrenSlide 50

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Submission

Metrics

• The data acquired thus far can be evaluated in a number of ways to define different metrics for MIMO performance.

• Removing the position axis produces average throughput vs. power (attenuation) curves.

• This could be done as a post processing step, but if position (pattern) information is not needed, average throughput performance can be determined by moving DUT continuously through simulated environment.

November 2009

Michael Foegelle, ETS-LindgrenSlide 51

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doc.: IEEE 802.11-09/1194r0

Submission

MetricsAverage Azimuthal Throughput vs. Total Path Loss

Thro

ughp

ut (M

bps)

Attenuation (dB)30 7535 40 45 50 55 60 65 70

5

45

10

15

20

25

30

35

40

TGn-C Low Correlation TGn-C Normal Correlation

November 2009

Michael Foegelle, ETS-LindgrenSlide 52

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doc.: IEEE 802.11-09/1194r0

Submission

Metrics• This test can be further reduced by choosing to

determine average throughput performance at a given field level (no power level search).– E.g. At an attenuation value of 50 dB, this DUT has an

average throughput of 36 Mbps for the low correlation TGn-C model and 30 Mbps for the normal correlation TGn-C model.

• This is similar to many conformance tests with a simple pass/fail result, and assumes a minimum expected network capability.

November 2009

Michael Foegelle, ETS-LindgrenSlide 53

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Submission

Metrics

• By retaining angular information, or by measuring throughput over short dwell times as the DUT moves, peak throughput performance can be determined.

• This metric may have limited usefulness, but does illustrate a slightly different reaction to the two models.

November 2009

Michael Foegelle, ETS-LindgrenSlide 54

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doc.: IEEE 802.11-09/1194r0

Submission

MetricsPeak Azimuthal Throughput vs. Total Path Loss

Thro

ughp

ut (M

bps)

Attenuation (dB)30 7535 40 45 50 55 60 65 70

5

50

10

15

20

25

30

35

40

45

TGn-C Low Correlation TGn-C Normal Correlation

November 2009

Michael Foegelle, ETS-LindgrenSlide 55

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doc.: IEEE 802.11-09/1194r0

Submission

Metrics

• By retaining throughput vs. attenuation or using a throughput vs. attenuation search mode, one can define a “MIMO Sensitivity” where throughput falls below a certain target.

• This can be defined in two ways, with varying test time requirements.– Average power required to produce the target

throughput at each angle (integrated TIS pattern)– Power required to produce desired average throughput

as device is rotated through all angles

November 2009

Michael Foegelle, ETS-LindgrenSlide 56

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doc.: IEEE 802.11-09/1194r0

Submission

Metrics(Linear) Average Attenuation vs. Throughput

Aver

age

Atte

nuat

ion

(dB)

Throughput (Mbps)10 3515 20 25 30

40

80

45

50

55

60

65

70

75

TGn-C Low Correlation TGn-C Normal Correlation

November 2009

Michael Foegelle, ETS-LindgrenSlide 57

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doc.: IEEE 802.11-09/1194r0

Submission

MetricsAttenuation vs. Average Throughput

Atte

nuat

ion

(dB)

Average Throughput (Mbps)10 3515 20 25 30

40

80

45

50

55

60

65

70

75

TGn-C Low Correlation TGn-C Normal Correlation

November 2009

Michael Foegelle, ETS-LindgrenSlide 58

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doc.: IEEE 802.11-09/1194r0

Submission

Metrics

• While the statistics of these two metrics are slightly different and provide slightly different results, both provide considerably more information on the DUT, offering an “edge of MIMO link” performance indicator.

• Such information can be used to rank products and influence improvements, while the previous pass/fail options only offer basic acceptability criteria.

November 2009

Michael Foegelle, ETS-LindgrenSlide 59

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doc.: IEEE 802.11-09/1194r0

Submission

Correlation Evaluation

• The eight antenna system was used to measure the effect of antenna separation on the throughput.

• In an ideal environment, throughput would increase as the antennas separate (reducing correlation) until some maximum is reached.

• In the imperfectly simulated environment, correlation “repeats” limiting the effectiveness of this evaluation for a given angular resolution of the measurement antenna array.

November 2009

Michael Foegelle, ETS-LindgrenSlide 60

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doc.: IEEE 802.11-09/1194r0

Submission

Correlation EvaluationAverage Throughput vs. Antenna Separation

Aver

age

Thro

ughp

ut (M

bps)

Antenna Separation (cm)0 202 4 6 8 10 12 14 16 18

34

46

36

38

40

42

44

TGn-C Low Correlation TGn-C Normal Correlation

November 2009

Michael Foegelle, ETS-LindgrenSlide 61

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doc.: IEEE 802.11-09/1194r0

Submission

Correlation EvaluationPeak Throughput vs. Antenna Separation

Peak

Thr

ough

put (

Mbp

s)

Antenna Separation (cm)0 202 4 6 8 10 12 14 16 18

34

52

36

38

40

42

44

46

48

50

TGn-C Low Correlation TGn-C Normal Correlation

November 2009

Michael Foegelle, ETS-LindgrenSlide 62

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doc.: IEEE 802.11-09/1194r0

Submission

Correlation Evaluation

• At 2.412 GHz the wavelength is ~12.4 cm. • Normally the throughput would be expected to

peak as the separation approached a wavelength or more.

• However, with antennas at 45° spacing, the field pattern (correlation) starts to repeat after approximately one wavelength.

• Thus, the peak should be expected to be somewhere below one wavelength.

November 2009

Michael Foegelle, ETS-LindgrenSlide 63

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doc.: IEEE 802.11-09/1194r0

Submission

Correlation Evaluation

• While there does appear to be a localized peak around 10 cm, the peak throughput is achieved around 2-3 cm (1/4-1/5 wavelength).

• This seems counterintuitive to our first assumptions about the correlation behavior of the simulated environment.

• An evaluation of the field structure is in order.• The following slides illustrate a simple modeled

field structure simulated by dipoles of varying angular resolution at 2 m distance.

November 2009

Michael Foegelle, ETS-LindgrenSlide 64

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doc.: IEEE 802.11-09/1194r0

Submission

Correlation EvaluationNovember 2009

Michael Foegelle, ETS-LindgrenSlide 65

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doc.: IEEE 802.11-09/1194r0

Submission

Correlation EvaluationNovember 2009

Michael Foegelle, ETS-LindgrenSlide 66

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doc.: IEEE 802.11-09/1194r0

Submission

Correlation EvaluationNovember 2009

Michael Foegelle, ETS-LindgrenSlide 67

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doc.: IEEE 802.11-09/1194r0

Submission

Correlation EvaluationNovember 2009

Michael Foegelle, ETS-LindgrenSlide 68

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doc.: IEEE 802.11-09/1194r0

Submission

Correlation EvaluationNovember 2009

Michael Foegelle, ETS-LindgrenSlide 69

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doc.: IEEE 802.11-09/1194r0

Submission

Correlation Evaluation

• It’s apparent that at 45° spacing there is insufficient resolution to replicate even the most basic field structure.

• The nulls introduced by the interference pattern of the array prevent the field structure from reaching the desired magnitudes.

• Need finer resolution for design work, but may still be suitable for certification.

• Alternative is to choose simple target models to minimize range of required angles.

November 2009

Michael Foegelle, ETS-LindgrenSlide 70

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doc.: IEEE 802.11-09/1194r0

Submission

Open Questions

• How many OTA channel models should be simulated?

• What is the minimum number of antennas required to create the desired channel models.– Are spherical arrays required or is a planar array

sufficient?• How much statistical averaging is required for

accurate estimation of device performance?– For a given channel model, the device orientation

should be varied to get an average performance.

November 2009

Michael Foegelle, ETS-LindgrenSlide 71

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doc.: IEEE 802.11-09/1194r0

Submission

Open Questions

• What type of positioning of the DUT is required to obtain the desired statistical average?

• What metrics do we want to test?– (Average) Throughput– Spherically averaged throughput (TRP/TIS analogue)– MIMO Sensitivity (edge of MIMO operation)– Beam-forming, Diversity, and other edge of link

features– TRP and TIS

November 2009

Michael Foegelle, ETS-LindgrenSlide 72

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doc.: IEEE 802.11-09/1194r0

Submission

Conclusions• A method for environmental simulation within a

fully anechoic chamber has been developed for testing MIMO and related multi-antenna technologies.

• Experiments show that MIMO performance can be evaluated in an anechoic chamber.

• Sample metrics have been shown, but standardization is needed to choose most useful metrics.

• This methodology is being investigated for expected adoption by CTIA and 3GPP for LTE.

November 2009

Michael Foegelle, ETS-LindgrenSlide 73