Abstract
In this paper we present an approach to control a real car with brain signals. To achieve this, we use a brain computer interface (BCI) which is connected to our autonomous car. The car is equipped with a variety of sensors and can be controlled by a computer. We implemented two scenarios to test the usability of the BCI for controlling our car. In the first scenario our car is completely brain controlled, using four different brain patterns for steering and throttle/brake. We will describe the control interface which is necessary for a smooth, brain controlled driving. In a second scenario, decisions for path selection at intersections and forkings are made using the BCI. Between these points, the remaining autonomous functions (e.g. path following and obstacle avoidance) are still active. We evaluated our approach in a variety of experiments on a closed airfield and will present results on accuracy, reaction times and usability.
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References
Bos, D.O., Reuderink, B.: Brainbasher: a bci game. In: Markopoulos, P., Hoonhout, J., Soute, I., Read, J. (eds.) Extended Abstracts of the International Conference on Fun and Games 2008, Eindhoven, Netherlands, pp. 36–39 (2008)
Decety, J.: Do executed and imagined movements share the same central structures? Cognitive Brain Research 3, 87–93 (1996)
Dickmanns, E.D., Behringer, R., Dickmanns, D., Hildebrandt, T., Maurer, M., Thomanek, F., Schiehlen, J.: The seeing passenger car ’vamors-p’. In: IVS 1994, pp. 68–73 (1994)
Laar, B.V.D., Bos, D.O., Reuderink, B., Heylen, D.: Actual and imagined movement in bci gaming. In: Adaptive and Emergent Behaviour and Complex Systems, AISB 2009 (2009)
Leeb, R., Lee, F., Keinrath, C., Scherer, R., Bischof, H., Pfurtscheller, G.: Brain-computer communication: Motivation, aim, and impact of exploring a virtual apartment. IEEE Transactions on Neur. Sys. and Rehab. Eng. 15, 473–482 (2007)
Nijholt, A., Tan, D., Allison, B., Milan, J., Graimann, a.B.: Braincomputer interfaces for hci and games. In: CHI 2008: Extended Abstracts on Human Factors in Computing Systems, pp. 3925–3928 (2008)
Pineda, J.A., Silverman, D.S., Vankov, A., Hestenes, J.: Learning to control brain rhythms: making a brain-computer interface possible. IEEE Transactions on Neural Systems and Rehabilitation Engineering 11(2), 181–184 (2003)
Thrun, S.: Official Google Blog: What we’re driving at http://googleblog.blogspot.com/2010/10/what-were-driving-at.html (October 2010)
Thrun, S., Montemerlo, M., Dahlkamp, H., Stavens, D., Aron, A., Diebel, J., Fong, P., Gale, J., Halpenny, M., Hoffmann, G., Lau, K., Oakley, C., Palatucci, M., Pratt, V., Stang, P., Strohband, S., Dupont, C., Jendrossek, L.-E., Koelen, C., Markey, C., Rummel, C., van Niekerk, J., Jensen, E., Alessandrini, P., Bradski, G., Davies, B., Ettinger, S., Kaehler, A., Nefian, A., Mahoney, P.: Stanley: The robot that won the darpa grand challenge. Journal of Field Robotics 23(9), 661–692 (2006)
Urmson, C., Anhalt, J., Bagnell, D., Baker, C., Bittner, R., Dolan, J., Duggins, D., Ferguson, D., Galatali, T., Geyer, C., Gittleman, M., Harbaugh, S., Hebert, M., Howard, T., Kelly, A., Kohanbash, D., Likhachev, M., Miller, N., Peterson, K., Rajkumar, R., Rybski, P., Salesky, B., Scherer, S., Woo-Seo, Y., Simmons, R., Singh, S., Snider, J., Stentz, A., Whittaker, W., Ziglar, J., Bae, H., Litkouhi, B., Nickolaou, J., Sadekar, V., Zeng, S., Struble, J., Taylor, M., Darms, M.: Tartan racing: A multi-modal approach to the darpa urban challenge. Technical report, Tartan Racing (April 2007)
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Göhring, D., Latotzky, D., Wang, M., Rojas, R. (2013). Semi-autonomous Car Control Using Brain Computer Interfaces. In: Lee, S., Cho, H., Yoon, KJ., Lee, J. (eds) Intelligent Autonomous Systems 12. Advances in Intelligent Systems and Computing, vol 194. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-33932-5_37
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DOI: https://doi.org/10.1007/978-3-642-33932-5_37
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-33931-8
Online ISBN: 978-3-642-33932-5
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