FUZZY MAPPING IN DATA SONIFICATION SYSTEM OF WIRELESS SENSOR NETWORK

(1)

А -Е Е Е А Ы Е , Е А

тя рь– к рь 2016 16№ 6 ISSN 2226-1494 http://ntv.ifmo.ru/ SCIENTIFIC AND TECHNICAL JOURNAL OF INFORMATION TECHNOLOGIES, MECHANICS AND OPTICS

November–December 2016 Vol. 16 No 6 ISSN 2226-1494 http://ntv.ifmo.ru/en

004.523

Ы

. .

a

, . .

a

, . .

b

, .

c

a

-

,

-

, 191119,

b

_-

_.

_{. . .}

_-

_,

-, 193232-,

c

_,

_{, A91 K548,}

: gleb.rogozinsky@gmail.com

25.07.16, 16.09.16

doi: 10.17586/2226-1494-2016-16-6-1073-1077 –

: . ., . ., . ., .

// - ,

. 2016. . 16. № 6. . 1073–1077. doi: 10.17586/2226-1494-2016-16-6-1073-1077

.

Pure Data.

Fuzzy Logic

Toolbox MATLAB.

UDP

.

,

.

,

FUZZY MAPPING IN DATA SONIFICATION SYSTEM OF WIRELESS SENSOR

NETWORK

A.A. Markhotin

a

, A.V. Krivosheykin

a

, G.G. Rogozinsky

b

, R. Walsh

c

a

Saint Petersburg State University of Film and Television, Saint Petersburg, 191119, Russian Federation

b

_{The Bonch-Bruevich St. Petersburg State University of Telecommunications, Saint Petersburg, 193232, Russian Federation}

c

Dundalk Institute of Technology, Dundalk, A91 K548, Ireland

Corresponding author: gleb.rogozinsky@gmail.com

Article info

Received 25.07.16, accepted 16.09.16 doi: 10.17586/2226-1494-2016-16-6-1073-1077 Article in Russian

For citation: Markhotin A.A., Krivosheykin A.V., Rogozinsky G.G., Walsh R. Fuzzy mapping in data sonification system of wireless sensor

network. Scientific and Technical Journal of Information Technologies, Mechanics and Optics, 2016, vol. 16, no. 6, pp. 1073–1077. doi:

10.17586/2226-1494-2016-16-6-1073-1077

Abstract

Problem Statement.

This paper describes the modeling of sonification system with possible types of wireless sensor network

data. Fuzzy logic is used for the data-to-sound mapping.

Methods.

Devised sonification system includes input data model

and sound synthesis core. It was created in Pure Data. For fuzzy output of mapped data the Fuzzy Logic Toolbox of

MATLAB was used. Moreover, the system model has an ability to send data to the side application via UDP protocol.

Results.

We offer the method of timbre space organization for sonification system output and the following output of control

(2)

sonification systems can be applied in development of new applications when the formalization of data-to-sound mapping is

difficult and also complicated timbal space organization is required.

Keywords

sonification, fuzzy logic, wireless sensor networks, Internet of things, distributed systems

,

[1],

,

.

,

[2].

«

»

,

-.

,

–

[3] –

-,

-

[4].

,

[5]

[6, 7].

,

[8].

,

-.

[9],

,

[10],

,

.

,

-,

.

[8, 11]

,

.

-,

.

,

-,

,

-.

,

[12] (

. 1):

1. ;

2. ;

3. .

. 1.

ы

а ы

а

,

-.

,

.

,

(3)

,

.

,

-,

,

-,

.

Pure Data (

. 2).

–

,

0,5 ,

,

.

,

.

Pure Data,

UDP [13]

.

, . .

,

-,

,

.

,

.

, . .

-,

,

.

. 2.

а

,

а

а ая

Pure Data

,

[14],

,

[15],

.

[16]

,

Х

1

0 10,

.

(4)

X

1 -А

1 А

2. Y

-B

1 B

2. [17]

Fuzzy Logic Toolbox

MATLAB

(

. 3):



X

1 –

А

1,

Y

–

B

1;



Х

1 –

А

2,

Y

–

B

2. . 3.

ы

а

Fuzzy Logic Toolbox MATLAB

Y

,

-.

-,

,

Y

-,

,

. .

,

Pure Data,

-B

1 B

2 ,

,

Y

.

,

Y

UDP

-.

.

,

-.

,

.

,

.

1. Kramer G., Walker B., Bonebright T., Cook P., Flowers J.,

Miner N., Neuhoff J. Sonification report: status of the field and research agenda // NFS Sonification White Paper. Santa-Fe, 1998. 30 p.

2. . ., . .

2030 //

. 2013. 5, №3. . 92–96.

3. .

[Э ]. :

www.ipmce.ru/img/release/is_sensor.pdf, . .

( 22.07.16).

4. . ., . ., . .

. .: , 2011. 312 c.

5. . ., . ., . .,

. ., . .

//

. 2015. . 61. № 3. . 89–93.

6. Hermann T., Nehls A., Eitel F, Barri T, Gammel M.

Tweetscapes – real-time sonification of twitter data streams for

References

1. Kramer G., Walker B., Bonebright T., Cook P., Flowers J.,

Miner N., Neuhoff J. Sonification report: status of the field and research agenda. NFS Sonification White Paper. Santa-Fe, 1998, 30 p.

2. Bondarik V.N., Koucheryavy A.E. Internet of Things growth

forecast up to the year 2030. Proceedings of MIPT, 2013, vol. 5, no. 3, pp. 92–96. (In Russian)

3. Wireless Industrial Monitoring. Intelligent Systems Based on

Sensor Networks. Available at: www.ipmce.ru/img/release/is_sensor.pdf (accessed 22.07.16).

4. Koucheryavyi A.E., Prokopiev .P., Koucheryavyi A.E.

Samoorganizuyushchiesya Seti [Self-Organizing Networks]. St. Petersburg, Lyubavich Publ., 2011, 312 p.

5. Rogozinsky G.G., Chesnokov M.A., Shchekochikhin A.V.,

Chernyi E.V., Smirnov I.N. Feature of data structure and

analysis in augmented acoustic reality network. Sistemy Upravleniya i Informatsionnye Tekhnologii, 2015, vol. 61, no. 3, pp. 89–93.

6. Hermann T., Nehls A.V., Eitel F., Barri T., Gammel M.

Tweetscapes – real-time sonification of twitter data streams for

radio broadcasting. Proc. 18th Int. Conf. on Auditory Display.

1

2 0 10

0 1

(5)

radio broadcasting // Proc. 18th_{Int. Conf. on Auditory Display.}

Atlanta, USA, 2012. P. 113–120.

7. . ., . ., ., . .

//

-, . 2015. .

15. № 4(98). . 654–660. doi:

10.17586/2226-1494-2015-15-4-654-660

8. Hermann T., Hunt A., Neuhoff J.G. The Sonification Handbook.

Berlin: Logos Verlag, 2011. 586 p.

9. Dombois F. Auditory seismology: on free oscillations, focal

mechanisms, explosions and synthetic seismograms // Proc. 8th

Int. Conf. on Auditory Display. Kyoto, Japan, 2002.

10. McGee R. Auditory Displays and Sonification: Introduction and

Overview [Э ]. 2009. :

http://www.lifeorange.com/writing/Sonification_Auditory_Displ

ay.pdf, . . . ( 22.07.16).

11. Costanza E., Panchard J., Zufferey G., Nembrini J., Freudiger J.,

Huang J., Hubaux J-P. SensorTune: a mobile auditory interface

for DIY wireless sensor networks // Proc. 28th_Annual

Conference on Human Factors in Computing Systems. Atlanta, USA, 2010. V. 4. P. 2317–2327.

12. . .

: . … . . .

, 2014. 183 c.

13. Kurose J., Ross K. Computer Networking: a Top-Down

Approach. 6th_{ed. Pearson Education, 2013. 862 p.}

14. ., ., .

. .: , 1993. 368 .

15. . ., . .,

//

IV "

". .,

2015. . 362–366.

16. . . MATLAB

fuzzyTECH. .: - , 2003. 736 .

17. . .

MATLAB. .: – , 2007. 288 .

Atlanta, USA, 2012, pp. 113–120.

7. Rogozinsky G.G., Cherny E.V., Walsh R., Shchekochikhin

A.V. Distributed generation of computer music in the internet of things. Scientific and Technical Journal of Information Technologies, Mechanics and Optics, 2015, vol. 15, no. 4, pp. 654–660. doi: 10.17586/2226-1494-2015-15-4-654-660

8. Hermann T., Hunt A., Neuhoff J.G. The Sonification Handbook.

Berlin, Logos Verlag, 2011, 586 p.

9. Dombois F. Auditory seismology: on free oscillations, focal

mechanisms, explosions and synthetic seismograms. Proc. 8th

Int. Conf. on Auditory Display. Kyoto, Japan, 2002.

10. McGee R. Auditory Displays and Sonification: Introduction and

Overview. 2009. Available at: http://www.lifeorange.com/writing/Sonification_Auditory_Disp

lay.pdf (accessed 22.07.16).

11. Costanza E., Panchard J., Zufferey G., Nembrini J., Freudiger

J., Huang J., Hubaux J-P. SensorTune: a mobile auditory

interface for DIY wireless sensor networks. Proc. 28th Annual

Conference on Human Factors in Computing Systems. Atlanta, USA, 2010, vol. 4, pp. 2317–2327.

12. Vybornova A.I. Research of Traffic Characteristics in the

Wireless Sensor Networks. Dis. Eng. Sci. St. Petersburg, SPbSUT, 2014. 183 p.

13. Kurose J., Ross K. Computer Networking: a Top-Down

Approach. 6th_{ed. Pearson Education, 2013, 862 p.}

14. Terano T., Asai K., Sugeno M. Applied Fuzzy Systems.

Moscow, Mir Publ., 1993, 368 p. (In Russian)

15. Markhotin A.A., Rogozinskii G.G. Methods of fuzzy logic in

computer music and algorithmic composition. Proc. 4th_Int.

Conf. on Infotelecommunications in Science and Education. St. Petersburg, 2015, pp. 362–366. (In Russian)

16. Leonenkov A.V. Fuzzy Modeling in MATLAB and fuzzyTECH.

St. Petersburg, BHV-Peterburg, 2003, 736 p.

17. Shtovba S.D. Design of Fuzzy Systems in MATLAB. Moscow,

Goryachaya Liniya–Telekom, 2007, 288 p.

v

Authors

М х А А – ,

-, - , 191119, ,

markhotin@gmail.com

Arseny A. Markhotin – postgraduate, Saint Petersburg State University of Film and Television, Saint Petersburg, 191119, Russian Federation, markhotin@gmail.com

К А –

, , ,

-,

-, 191119-, , krivav@yandex.ru

Anatoly V. Krivosheykin – D.Sc., Full Professor, Saint Petersburg State University of Film and Television, Saint Petersburg, 191119, Russian Federation, krivav@yandex.ru

Р х –

,

« »,

-. . . . - ,

- , 193232, ,

gleb.rogozinsky@gmail.com

Gleb G. Rogozinsky – PhD, Deputy Head of Medialabs, The Bonch-Bruevich St. Petersburg State University of Telecommunications, Saint Petersburg, 193232, Russian Federation, gleb.rogozinsky@gmail.com

У Р – , , ,

, , A91 K548,

, rorywalsh@ear.ie