Abstract
This paper proposes a universal entertainment interface for operation of amusement machines, such as video game machines and radio control toys. In the proposed interface system, biological signals are used as input, where users can choose some specific biological signal and configuration of signal measurement in accordance with their preference, physical condition (disabled or not), and degree of the disability. From the input signals, users’ intention of operation can be estimated with a probabilistic neural network (PNN), and then, control commands can be determined accordingly. With the proposed interface, people, even those with severe physical disabilities, are able to operate amusement machines. To verify validity of the proposed method, experiments were conducted with a video game machine.
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Malec, J., Jones, R., Rao, N., Stubbs, K.: Video game practice effects on sustained attention in patients with craniocerebral trauma. Cognitive Rehabilitation 2(4), 18–23 (1984)
Taylor, R.J., Berry, E.: The use of a computer game to rehabilitate sensorimotor functional deficits following a subarachnoid haemorrhage. Neuropsychological Rehabilitation 8(2), 113–122 (1998)
Coleman, K.: Electromyography based human-computer-interface to induce movement in elderly persons with movement impairments. In: Workshop on Universal Accessibility of Ubiquitous Computing: Providing for the Elderly, pp. 75–79 (2001)
Suzuki, M., Niida, Y., Kamiyama, G., Yamashita, S., Shiota, Y., Tamagaki, T., Ito, E.: The interface of a consumer game for a handicapped parson. Transactions of the Japanese Society for Medical and Biological Engineering 42, 140 (2004) (In Japanese)
Lopes, J.B.: Designing User Interfaces for Severely Handicapped Persons. IEEE Transactions on Automatic Control 23(4), 538–544 (2001)
Krepki, R., Blankertz, B., Gurio, G., Muller, K.R.: The Berlin Brain-Computer Interface (BBCI). IEEE Transactions on Automatic Control 23(4), 538–544 (2003)
Betke, M., Gips, J., Fleming, P.: The Camera Mouse: Visual Tracking of Body Features to Provide Computer Access for People With Severe Disabilities. IEEE Transactions on Neural System and Rehabilitation Engineering 10(1), 1–10 (2002)
Specht, D.: Probabilistic Neural Networks. Neural Networks 3(1), 109–118 (1990)
Hiraiwa, A., Shimohara, K., Tokunaga, Y.: EMG pattern analysis and classification by neural network. In: Proceedings of IEEE International Conference on Systems, Man and Cybernetics, pp. 1113–1115 (1989)
Hiraiwa, A., Uchida, U., Shimohara, K.: EMG/EEG pattern recognition by neural networks. In: Proceedings of the Eleventh European Meeting on Cybernetics and Systems Research, pp. 1383–1390 (1992)
Kelly, M.F., Parker, P.A., Scott, R.N.: The Application of Neural Networks to Myoelectric Signal Analysis A Preliminary Study. IEEE Transactions on Biomedical Engineering 37(3), 221–230 (1990)
Tsuji, T., Fukuda, O., Ichinobe, H., Kaneko, M.: A Log-Linearized Gaussian Mixture Network and Its Application to EEG Pattern Classification. IEEE Transactions on Systems, Man, and Cybernetics-Part C: Applications and Reviews 29(1), 60–72 (1999)
Tsuji, T., Bu, N., Kaneko, M., Fukuda, O.: A Recurrent Log-linearized Gaussian Mixture Network. IEEE Transactions on Neural Networks 14(2), 304–316 (2003)
Tsuji, T., Ichinobe, H., Ito, K., Nagamachi, M.: Discrimination of Forearm Motions from EMG Signals by Error Back Propagation Typed Neural Network Using Entropy. Transactions of the Society of Instrument and Control Engineers 29(10), 1213–1220 (1993) (In Japanese)
Shitamori, S., Tsuji, T., Fukuda, O., Uchida, Y., Mitoda, N.: Development of Barrier Free Interface: BIO-REMOTE. In: SICE System Integration Division Annual Conference, pp. 415–416 (2002) (In Japanese)
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Shima, K., Bu, N., Okamoto, M., Tsuji, T. (2005). A Universal Interface for Video Game Machines Using Biological Signals. In: Kishino, F., Kitamura, Y., Kato, H., Nagata, N. (eds) Entertainment Computing - ICEC 2005. ICEC 2005. Lecture Notes in Computer Science, vol 3711. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11558651_9
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DOI: https://doi.org/10.1007/11558651_9
Publisher Name: Springer, Berlin, Heidelberg
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