Comptes Rendus
Mutual-probability prediction and higher-order correlation effects among acoustic, light and electromagnetic waves in a video display terminal environment
[Prédiction de probabilité mutuelle et les effets de corrélation d'ordre supérieur entre les ondes acoustiques, électromagnétiques et optiques dans l'environnement d'une console vidéo]
Comptes Rendus. Mécanique, Volume 333 (2005) no. 8, pp. 642-647.

On discute une nouvelle méthode de traitement du signal susceptible d'apporter quelques suggestions d'ordre méthodologique concernant les procédés permettant de mesurer les effets corrélatifs et/ou cumulatifs dans un environnement où interagissent simultanément la lumière, les ondes électromagnétiques et acoustiques. Afin de pouvoir extraire de différents types d'interrelations caractéristiques latentes entre les facteurs provenant d'une console terminale vidéo en action, nous avons introduit un modèle étendu d'un système régressif rendant compte de manière hiérarchisée, non seulement l'information sur la corrélation linéaire, mais aussi nonlinéaire, du point de vue privilégient les « relations d'abord ». Ensuite, après avoir estimé chaque paramètre régressif de ce modèle, de nouvelles méthodes d'évaluation sont proposées permettant la prédiction de la distribution des probabilités toute entière. Finalement, l'efficacité de nos méthodes est confirmée expérimentalement grâce aux données provenant des consoles de certains jeux vidéo.

A probabilistic signal processing method, with which is possible to get some methodological suggestion to the measurement method of correlative and/or accumulative effects in the compound environment of sound, light and electromagnetic (EM) waves is discussed. In order to extract various types of latent interrelation characteristics among wave environmental factors leaked from an actually operating video display terminal (VDT), an extended regression system model, hierarchically reflecting not only linear correlation information but also nonlinear correlation information, is first introduced, especially from a viewpoint of ‘relationism-first’. Then, through estimating each regression parameter of this model, some original evaluation methods for predicting a whole probability distribution form, from one another, are proposed. Finally, the effectiveness of the methods is experimentally confirmed, by applying them to the actual observed data leaked by a VDT with some television games.

Reçu le :
Accepté le :
Publié le :
DOI : 10.1016/j.crme.2005.07.021
Keywords: Waves, Biomechanics, Mutual-probability prediction, Higher-order correlation effects, Wave environmental factors, Video display terminal environment
Mot clés : Ondes, Biomécanique, Prédiction de probabilité mutuelle, Effets de correlation d'ordre superieur, Facteurs d'environnement d'ondes, Environnement d'une console video
Mitsuo Ohta 1 ; Hitoshi Ogawa 2 ; Akira Ikuta 2

1 Professor Emeritus of Hiroshima University, 1-7-10-1106 Matoba, Minami-ku, Hiroshima City, 732-0824 Japan
2 Faculty of Management & Information Systems, Prefectural University of Hiroshima, 1-1-71 Ujina-Higashi, Minami-ku, Hiroshima City, 734-8558 Japan
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Mitsuo Ohta; Hitoshi Ogawa; Akira Ikuta. Mutual-probability prediction and higher-order correlation effects among acoustic, light and electromagnetic waves in a video display terminal environment. Comptes Rendus. Mécanique, Volume 333 (2005) no. 8, pp. 642-647. doi : 10.1016/j.crme.2005.07.021. https://comptes-rendus.academie-sciences.fr/mecanique/articles/10.1016/j.crme.2005.07.021/

[1] Measurement Technique Research Committee on Biological Effect of High Frequency Electromagnetic Field, The Institute of Electrical Engineers of Japan Ed., Biological Effect of Electromagnetic Field and Measurement, Corona-sha, Tokyo, 1995 (in Japanese)

[2] M. Ohta; A. Ikuta; H. Ogawa A stochastic evaluation theory in multi-dimensional signal space for EM interference noise and its experimental relationship to acoustic environment, Trans. IEE Jpn. (C), Volume 118 (1998), pp. 465-475

[3] M. Ohta; Y. Mitani; N. Nakasako A fundamental study on the statistical evaluation of receiver response for an electromagnetic wave environment in multi-dimensional signal space—theory and basic experiment, J. EM Waves & Apps., Volume 12 (1998), pp. 677-699

[4] M. Ohta; Y. Mitani; H. Ogawa Multi-dimensional generalization in space and time domains for Middleton's study in stochastic evaluation of correlative many EM noise processes (J.A. Kong, ed.), Electromagnetic Waves PIER24, EMW Publishing, Cambridge, 1999, pp. 97-118 (Chapter 5)

[5] A. Ikuta; M. Ohta; H. Ogawa An adaptive signal processing method combining digital filter with fuzzy inference and its application to wave motion type actual environment, Trans. IEICE, Volume J82-A (1999), pp. 817-827 (in Japanese)

[6] M. Ohta, Y. Mitani, N. Nakasako, A. Ikuta, A statistical study based on the introduction of multi-dimensional hankel type characteristic function for electromagnetic interference noises—I. Fundamental theory, II. Concrete probability expression, in: Proc. International Conference on Electromagnetic Compatibility “Healthy and Quality Environment through EMC”, 1995, pp. 60–66 and 81–88

[7] M. Ohta; A. Ikuta; N. Takaki A new trial of regression analysis with less information loss and its application to sound insulation walls—matching to the prediction of response probability distribution, J. Acoust. Soc. Jpn., Volume 44 (1988), pp. 848-856

[8] M. Ohta; A. Ikuta; H. Ogawa Mutual relation characteristics among light, sound and electromagnetic waves leaked from the actual working VDT—Introduction of a system model with nonlinear discrete regression type, J. Acoust. Soc. Jpn., Volume 53 (1997), pp. 807-810

[9] M. Ohta, Y. Mitani, A basic theory from Shannon's multi-dimensional signal space for effective value measurement in the wave motion type environment and its experiment on electromagnetic and acoustic wave environment, in: Proc. of 3rd Asia/Pacific International Symposium on Instrumentation, Measurement and Automatic Control, 1996, pp. 7–16, Invited Paper

[10] M. Ohta; H. Ogawa A methodological trial of regression analysis with higher order correlation between electromagnetic and sound waves leaked by a VDT in an actual working environment, J. EM Waves & Apps., Volume 12 (1998), pp. 1357-1367

[11] M. Ohta; H. Ogawa A trial on hierarchical extraction of higher order correlation between electromagnetic and sound waves around a VDT environment—Practical use of background noise and probability prediction (J.A. Kong, ed.), Electromagnetic Waves PIER34, EMW Publishing, Cambridge, 2001, pp. 285-298 (Chapter 12)

[12] M. Ohta; T. Koizumi General statistical treatment of the response of a non-linear rectifying device to a stationary random input, IEEE Trans. IT, Volume IT-14 (1968), pp. 595-598

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