j-p. merlet hephaistos project inriamesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf ·...

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1 Using robotics methods for mobility and medical monitoring of frail people J-P. Merlet HEPHAISTOS project INRIA

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Page 1: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Using robotics methods for mobility and medicalmonitoring of frail people

J-P. MerletHEPHAISTOS project

INRIA

Page 2: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Assistance Robotics

Page 3: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Assistance Robotics

HEPHAISTOS is an INRIA team devoted to the assistance to

frail people (elderly, handicapped, . . . )

Page 4: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Assistance Robotics

HEPHAISTOS is an INRIA team devoted to the assistance to

frail people (elderly, handicapped, . . . )

When starting to investigate this subject in 2006 we have almost

no knowledge about these issues

Page 5: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Assistance Robotics

3 years

interview period

(2008-2011)

end-users

associations

retirementhouse

caregivers

localauthorities

medicalcommunity

nurses family

doctors nurses

≈ 200 interviews

Page 6: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Assistance Robotics

for who ?

end-user

helpers

medicalcommunity

Players

Context environment society

Tasks

what ?

for what?

how?

Time

when ?

rules

assistancesystems

Page 7: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Assistance Robotics

These interviews has allowed us to determine:

• priorities → what, for who, when, what for

- mobility assistance (for elderly, caregivers, family)

- medical monitoring (especially at home)

• guidelines → how, ethical rules

for example

- low intrusivity

- low cost

- low energy consumption, smart objects

Interviews: a real change in my life will be to be able to go alone

to the toilets

Page 8: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Mobility

• mobility is essential for a minimal autonomy → self-esteem

• first phase of autonomy loss: mobility problem

Page 9: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Mobility

Mobility operations:

• transfer operations: mechanically demanding task

• walking assistance

Page 10: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Mobility

Mobility monitoring is an essential tool for the medical

community used for functional and cognitive assessment

• clinical tests: 10m walk, TUG, Tinetti, . . .

• suffer from: robustness, inaccurate or partial

measurements, lack of objectivity, . . .

Page 11: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Mobility and fall

The fall problem

• in France 10 000 elderly deaths per year are a direct

consequence of a fall

• car accidents: 3000 deaths/year

Page 12: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Objectives of mobility assistance devices

• provide the right level of assistance for the end-users and

helpers

• manage the fall problem (detection/prevention)

• medical monitoring (provide synthetic assessment

indicators that may be used by doctors, detect rare events

that are warnings for emerging pathologies)

Page 13: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Objectives of mobility assistance devices

• low cost and intrusivity

• user-friendly: manageable by the subject alone →

self-esteem

• flexible and adaptable

• connected

• to the external world ? yes . . . sometime

• to other devices ? yes, as much as possible

Page 14: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Transfer

Available solutions: patient lifts

• require an helper, difficult to use by them

Page 15: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Transfer

Available solutions

• intrusive and expensive

• only 1 or 2 action directions

Page 16: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Transfer

Robotic solutions: RIBA robot

• really intrusive

• cost, energy autonomy, helper required

Page 17: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Transfer

Robotic solutions: MONIMAD walker

• quite cumbersome and heavy

• limited transfer ability (sit-to-stand)

Page 18: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Transfer

Purposes of a robotized solution:

• preserving autonomy by allowing an elderly to remain mobile

• decrease the burden of the caregiver

• allow object manipulation

• avoid fall

Constraints

• should be able to fully lift an elderly: load

• allow access to any part of a room: workspace

• acceptance, cost

Page 19: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Transfer: another robotized solution

main constraints: load and workspace

• several links connecting the spine and

the torso

• links are in parallel

Page 20: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Transfer: another robotized solution

How do we implement that for robots ?

Objectives

• divide the load among several links

• only traction/compression in the links

Page 21: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Transfer: another robotized solution

Practical implementation: 6 independent extensible legs whose

extremities are connected to the base and to the platform

Gough platform 1956 Stewart platform 1965

Page 22: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Transfer: another robotized solution

Linear actuators have limited stroke ⇒ parallel robots have a

limited workspace

How can we increase this workspace ?

Page 23: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Transfer: another robotized solution

Linear actuators have limited stroke ⇒ parallel robots have a

limited workspace

How can we increase this workspace ?

Replace the rigid actuators by cables that can be coiled and un-

coiled at will

• low cost, low intrusivity

• high lifting capacity, allow for walk monitoring

VIDEO1 VIDEO2

Page 24: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Transfer: another robotized solution

Still many theoretical/practical issues to be solved:

• kinematics

• cable tension control

• standards, norms ?

Page 25: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Walking assistance

Tools used when the first mobility problems appear

Page 26: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Walking assistance

How can we transform these objects for:

• medical monitoring

• managing fall

• assistance

Page 27: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Walking monitoring

ANG-light walker

•incremental encoders

in the rear wheels

•accelerometer/gyrometer

•GPS,GSM

•wifi, infra-red

position accuracy:

≈ 1cm over 10m

rectilinear trajectory

Page 28: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Walking monitoring

Initial assumptions: measuring the trajectory of the walker will

provide information on the walking pattern

example: angular speed around the z axis will allows step

number measurements

–10

–5

0

5

10

2 4 6 8

x

yz

Page 29: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Walking monitoring: experiments

• 24 "young" subjects at INRIA

• mean age: 32 years, min 28,

max 65

• 30 elderly people at Nice hospital

• age ≥ 65, no severe mobility

problem

Page 30: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Walking monitoring: experiments

Trajectory directives

10m

5m

5m

1

2

VIDEO1

Page 31: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Walking monitoring: experiments10m walking test

elderly people are faster than young people!

Page 32: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Walking monitoring: experiments10m walking trajectory

elderly people exhibit larger trajectory deviation

Page 33: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Walking monitoring: experiments

maximal lateral deviation

5

10

15

20

25

5 10 15 20 25

x

yz

new walking indicator

Page 34: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Walking monitoring: experimentsMaximal instantaneous velocity

maximum instantanous speed

100

120

140

160

180

200

220

5 10 15 20 25

x

yz

no significant difference young/elderly

Page 35: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Walking monitoring: experimentstrajectory for the L-shaped directive

Page 36: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Walking monitoring: experiments

Area for performing the maneuvers

0

1000

2000

3000

4000

5000

6000

7000

1 2 3

x

yz old

young

new walking indicator

Page 37: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Other rollators

ANG-med ANG-II

brake control fully motorized

Page 38: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Other mobility application

Navigation in a city requires the knowledge of lowered kerbs

location, sideways slope, . . .

On board instrumentation of the ANG walkers allows for

• automatic detection of the location of the lowered kerbs

• sideways slope measurement

→ collaborative map

• a given rollator may provide this information for a few streets

• a fleet of rollators may provide this information for a city

Page 39: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Other mobility application

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Page 40: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Cane

An alternate to the walker

• monitor walking pattern

• possibly navigation help

• self-raising

• detect fall

• lightning at night

• but don’t modify the look of the

cane!

Page 41: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Conclusion

Mobility

• is a major issue for autonomy and self-esteem

• may provide functional and cognitive assessment of the

subject

Mobility assistance and monitoring should respect some rules

• multi-functional and low cost

• minimal intrusivity

• collaborative and redundant

Page 42: J-P. Merlet HEPHAISTOS project INRIAmesrob2015.irccyn.ec-nantes.fr/slides/trans_mesrob2015.pdf · HEPHAISTOS is an INRIA team devoted to the assistance to frail people (elderly, handicapped,

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Conclusion

Issues

• our robots are NOT "intelligent" so that social robots is a

dream that may occur when we will all be very, very old

(unless a drastic change in computing technology occurs)

• ethics and privacy respect of medical monitoring

• who should have access to the data ?

• responsibility in case of failure. . . that will definitely occur!

• families and subject should be aware that robots will

never be 100% bugproof