Abstract
In this paper, we propose methods for monitoring query processing in mobile robot databases. We assume that a mobile robot can move based on the specified movement plan and perform sensing (e.g., temperature measurements) at the specified points. The purpose of our query processing is to reduce the total travel and measurement time while ensuring the given sensing quality requirements. We develop a framework based on an existing approach in sensor databases. Since features of mobile robots are different from those of sensor networks, we extend the former approach considering our context. We propose four algorithms for planning robot movements and compare these methods in simulation-based experiments.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Lenchner, J., Isci, C., Kephart, J.O., Mansley, C., Connell, J., McIntosh, S.: Towards data center self-diagnosis using a mobile robot. In: Proceedings of International Conference on Autonomic Computing (ICAC), pp. 81–90. ACM (2011)
Deshpande, A., Guestrin, C., Madden, S.R., Hellerstein, J.M., Hong, W.: Model-based approximate querying in sensor networks. VLDB J. 14(4), 417–443 (2005)
Sathe, S., Papaioannou, T.G., Jeung, H., Aberer, K.: A survey of model-based sensor data acquisition and management. In: Aggarwal, C.C. (ed.) Managing and Mining Sensor Data, pp. 9–50. Springer, New York (2013)
Yamamoto, Y., Kubo, M.: Invitation to the Traveling Salesman Problem (in Japanese). Asakura Publishing, Tokyo (1997)
Agrawal, R., Srikant, R.: Fast algorithms for mining association rules in large databases. In: Proceedings of VLDB, pp. 487–499 (1994)
Börzsönyi, S., Kossmann, D., Stocker, K.: The skyline operator. In: Proceedings of ICDE, pp. 421–430 (2001)
Acknowledgment
This research is supported by the FIRST program, Japan, KAKENHI (25280039, 23650047), and MEXT COI STREAM Project.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Sugiura, K., Hayashi, A., Dong, T., Ishikawa, Y. (2014). Monitoring Query Processing in Mobile Robot Databases. In: Han, WS., Lee, M., Muliantara, A., Sanjaya, N., Thalheim, B., Zhou, S. (eds) Database Systems for Advanced Applications. DASFAA 2014. Lecture Notes in Computer Science(), vol 8505. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-43984-5_20
Download citation
DOI: https://doi.org/10.1007/978-3-662-43984-5_20
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-662-43983-8
Online ISBN: 978-3-662-43984-5
eBook Packages: Computer ScienceComputer Science (R0)