Abstract
Although the V2V communication expects us to produce new applications of ITS, there are difficulties of the wireless connections in case of the vehicles such as the rapid movements or obstacles as well as the radio characteristics. This paper introduces the Delay Tolerant Network System with the Adaptive Array Antenna to realize the longer and stable wireless connections between vehicles, and the proposed methods consists of the adaptive antenna directions controls by using the machine learning based image recognitions for the assumed usages. Then, the prototype system and the experimental reports are discussed for the future studies in the paper.
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References
Uchida, N., Ichimaru, R., Ito, K., Ishida, T., Shibata, Y.: Implementation of adaptive array antenna controls with image recognitions for DTN based vehicle-to-vehicle networks. In: The 9th International Workshop on Disaster and Emergency Information Network Systems, IWDENS 2017, pp. 633–638 (2017)
Asahizawa, D., Shibata, Y.: Research on automatic directional antenna control system for long distance wireless network in disaster situation. IPSJ SIG Technical report, vol. 2010-DPS-142, No. 42, pp. 1–7 (2010)
Ozawa, J., Cheng, J., Watanabe, Y.: Adaptive beamforming of ESPAR antenna with Hamiltonian algorithm. In: Proceedings of the 2009 International Symposium on EMC, pp. 669–672 (2009)
Chiba, I., Yonezawa, R., Kihira, K.: Adaptive array antenna for mobile communication. In: IEEE International Conference on Phased Array Systems and Technology, pp. 109–112 (2000)
Fall, K., Hooke, A., Torgerson, L., Cerf, V., Durst, B., Scott, K.: Delay-tolerant networking: an approach to interplanetary internet. IEEE Commun. Mag. 41(6), 128–136 (2003)
Uchida, N., Takahata, K., Shibata, Y., Shiratori, N.: Proposal of vehicle-to-vehicle based delay tolerant networks with adaptive array antenna control systems. In: The 8th International Workshop on Disaster and Emergency Information Network Systems, IWDENS 2016, pp. 649–654 (2016)
Welch, G., Bishop, G.: The Kalman Filter. http://www.cs.unc.edu/~welch/kalman/
Welch, G., Bishop, G.: An Introduction to the Kalman Filter. University of North Carolina at Chapel Hill Department of Computer Science (2001)
Uchida, N., Ichimaru, R., Ito, K., Hasegawa, G., Shibata, Y.: Adaptive array antenna control methods on delay tolerant networks for road surveillance systems. In: The 10th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, IMIS 2016, pp. 209–214 (2016)
Opencv. http://opencv.jp/cookbook/
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Uchida, N., Ishida, T., Shibata, Y. (2018). Adaptive Array Antenna Systems with Machine Learning Based Image Recognitions for Vehicular Delay Tolerant Networking. In: Xhafa, F., Caballé, S., Barolli, L. (eds) Advances on P2P, Parallel, Grid, Cloud and Internet Computing. 3PGCIC 2017. Lecture Notes on Data Engineering and Communications Technologies, vol 13. Springer, Cham. https://doi.org/10.1007/978-3-319-69835-9_50
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DOI: https://doi.org/10.1007/978-3-319-69835-9_50
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