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New principles of coordination in large-scale micro- and molecular-robotic groups University of Stuttgart Sergey Kornienko Olga Kornienko Chen Xuan, Patrick Schmider, Mauricio Fernandez, Omer Warraich, Juan Fuentes, Frank Mletzko, Manuel Jimenez, Roland Geider, Afshin Attarzadeh, Victor Prieto, Glenn Zetterström, Dagmar Häbe, Kristof Jebens, Tanya Kancheva IARP06, Paris

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Page 1: University of Stuttgart New principles of coordination in ... · New principles of coordination in large-scale micro- and molecular-robotic groups University of Stuttgart Sergey Kornienko

New principles of coordination

in large-scale micro- and molecular-robotic groups

University of Stuttgart

Sergey Kornienko

Olga Kornienko

Chen Xuan, Patrick Schmider, Mauricio Fernandez, Omer Warraich,Juan Fuentes, Frank Mletzko, Manuel Jimenez, Roland Geider, Afshin Attarzadeh, Victor Prieto,

Glenn Zetterström, Dagmar Häbe, Kristof Jebens, Tanya Kancheva

IARP06, Paris

Page 2: University of Stuttgart New principles of coordination in ... · New principles of coordination in large-scale micro- and molecular-robotic groups University of Stuttgart Sergey Kornienko

2/20Contents

1.Large-scale micro-robotics

2.Principles of Bio-Chemical coordination

3. Examples and Experiments

Page 3: University of Stuttgart New principles of coordination in ... · New principles of coordination in large-scale micro- and molecular-robotic groups University of Stuttgart Sergey Kornienko

3/20Introduction: miniaturization vs “intelligence”

I-SWARM, ~3 mm cube

~1000 robots

~100 robots ~300 robots

IRobot ~100 mm cube Jasmine, ~25 mm cube

„mobile and autonomous micro- (swarm) robotics“

Molecular0.1-0.01 mm.N>1000

Solid body0.1-0.01 mm.N>1

?

MiCRON, ~10 mm cubeMiniMan, ~100 mm cube

„mobile micro-/nano- manipulators“

Page 4: University of Stuttgart New principles of coordination in ... · New principles of coordination in large-scale micro- and molecular-robotic groups University of Stuttgart Sergey Kornienko

4/20Introduction: miniaturization vs “intelligence”

Miniaturization100 mm cube 10 mm cube 1 mm cube 0,1 mm cube

Available Energy

Computation capability

Communication Radius1-10m

100mm10mm

W-2

W2

W-4

16-32 bit MCU 8 bit MCU 8 bit MCU

“Intelligence” & functionality

Number of robots

1

1000

300100

Page 5: University of Stuttgart New principles of coordination in ... · New principles of coordination in large-scale micro- and molecular-robotic groups University of Stuttgart Sergey Kornienko

5/20Introduction: miniaturization vs “intelligence”

Increasing the number of robots:

What does it means ?

Page 6: University of Stuttgart New principles of coordination in ... · New principles of coordination in large-scale micro- and molecular-robotic groups University of Stuttgart Sergey Kornienko

6/201. Large-scale micro-robotics: coordination

need of coordination

Page 7: University of Stuttgart New principles of coordination in ... · New principles of coordination in large-scale micro- and molecular-robotic groups University of Stuttgart Sergey Kornienko

7/20

coordination means primarily communication (global message transfer) among robots:

- right transfer- right timing

1. Large-scale micro-robotics: cooperative actuation

to shift the object

robots with color sensor

message transfer

robots without color sensor

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1. Coordination mean communication effort

2. Increasing the number of robots increases load on the global communication

3. In micro-systems the global communication is hard limited

4. This coordination is almost not scalable

1. Large-scale micro-robotics: fail of coordination

Page 9: University of Stuttgart New principles of coordination in ... · New principles of coordination in large-scale micro- and molecular-robotic groups University of Stuttgart Sergey Kornienko

9/202. Bio-chemical coordination

Distributed molecular systems process and transfer information in another way

Chemical/biological oscillators

or nonlinearities

Local chemical/potential exchange

Distributed molecular systems make large-scale coordination only on this basis

Page 10: University of Stuttgart New principles of coordination in ... · New principles of coordination in large-scale micro- and molecular-robotic groups University of Stuttgart Sergey Kornienko

10/20

biological macromolecular evolution (M. Eigen, 1971)

This system can be implemented:

- in chemical way;- by analog electronic circuit- in opto-electronic way - by digital MCU

N is the number of molecules (N is large)

2. Bio-chemical coordination

Page 11: University of Stuttgart New principles of coordination in ... · New principles of coordination in large-scale micro- and molecular-robotic groups University of Stuttgart Sergey Kornienko

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this system possesses “digital” and “analog” interfaces

“1”

“ 0”

“0”

“1”

“-1”

2. Bio-chemical coordination

Page 12: University of Stuttgart New principles of coordination in ... · New principles of coordination in large-scale micro- and molecular-robotic groups University of Stuttgart Sergey Kornienko

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Large-scale collective decision making

3. Examples and experiments (1)

Initial robots proposals Final collective decision

perturbation

all to “1”

all to “0”

or

Page 13: University of Stuttgart New principles of coordination in ... · New principles of coordination in large-scale micro- and molecular-robotic groups University of Stuttgart Sergey Kornienko

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all robot moves: (low robots density)

all robot stops(high robots density)

Each robot:number of local

neighbors

only local interaction know the global state

More then 17 robots Less then 17 robots

3. Examples and experiments (1)

Page 14: University of Stuttgart New principles of coordination in ... · New principles of coordination in large-scale micro- and molecular-robotic groups University of Stuttgart Sergey Kornienko

14/203. Examples and experiments (1)

Page 15: University of Stuttgart New principles of coordination in ... · New principles of coordination in large-scale micro- and molecular-robotic groups University of Stuttgart Sergey Kornienko

15/203. Examples and experiments (2)

Large-scale collective selection process

only a few equal “1”

rest equal “0”

and

N of robots getting “0”

N of robots getting “1”totally

100 robots

Page 16: University of Stuttgart New principles of coordination in ... · New principles of coordination in large-scale micro- and molecular-robotic groups University of Stuttgart Sergey Kornienko

16/203. Examples and experiments (2)

1/3

2/3

Page 17: University of Stuttgart New principles of coordination in ... · New principles of coordination in large-scale micro- and molecular-robotic groups University of Stuttgart Sergey Kornienko

17/203. Examples and experiments

What is possible till now:

- simple distributed arithmetical and logical operations (averaging, AND, etc);

- collective decision making;

- synchronization in cooperative actuation;

- simple forms of adaptive coordination;

Page 18: University of Stuttgart New principles of coordination in ... · New principles of coordination in large-scale micro- and molecular-robotic groups University of Stuttgart Sergey Kornienko

18/203. Examples and experiments

Page 19: University of Stuttgart New principles of coordination in ... · New principles of coordination in large-scale micro- and molecular-robotic groups University of Stuttgart Sergey Kornienko

Conclusion

- coordination mechanisms, implementablein different physical platforms (chemical, bio, opto, analog/digital)

- no need of microcontroller/complex electronics

- no global signal transmission at all

- scalable at least up to 3 orders

- extremely robust

Page 20: University of Stuttgart New principles of coordination in ... · New principles of coordination in large-scale micro- and molecular-robotic groups University of Stuttgart Sergey Kornienko

20/20

The ENDUniversity of Stuttgart

Sergey Kornienko

New principles of coordination in large-scale micro- and molecular-robotic groups

www.swarmrobot.org