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2016 | OriginalPaper | Buchkapitel

Dynamic Task Planning of Aerial Robotic Platforms for Ground Sensor Data Collection and Processing

verfasst von : Grigore Stamatescu, Dan Popescu, Cristian Mateescu

Erschienen in: Advances in Robot Design and Intelligent Control

Verlag: Springer International Publishing

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Abstract

The adoption of wireless sensor network systems is becoming wide-spread in critical large-scale monitoring applications. These include but are not limited to pipeline infrastructures for oil and water, border areas, roads and railway systems. In such scenarios, airborne robotic platforms like unmanned aerial vehicles (UAVs) can provide valuable services for data collection, communication relaying and higher level supervision. This is the case for both single UAV deployment as well as for swarms of UAVs collaboratively integrated into monitoring systems. The paper discusses the opportunity for in-network pre-processing of sensor data for local UAV task planning in order to increase the efficiency of data collection processes. A gradient scheme is introduced for decision support of the UAV task planning. Results are validated by simulation.

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Literatur
1.
Zurück zum Zitat Athreya, A.P., Tague, P.: Network self-organization in the internet of things. In: Sensor, Mesh and Ad hoc Communications and Networks (SECON), 10th Annual IEEE Communications Society Conference, vol. 25, no. 33, pp. 24–27 (2013) Athreya, A.P., Tague, P.: Network self-organization in the internet of things. In: Sensor, Mesh and Ad hoc Communications and Networks (SECON), 10th Annual IEEE Communications Society Conference, vol. 25, no. 33, pp. 24–27 (2013)
2.
Zurück zum Zitat Stamatescu, G., Sgârciu, V.: Evaluation of wireless sensor network monitoring for indoor spaces. In: International Symposium on Instrumentation & Measurement, Sensor Network and Automation (IMSNA), 2012, vol. 1, pp. 107–111 (2012) Stamatescu, G., Sgârciu, V.: Evaluation of wireless sensor network monitoring for indoor spaces. In: International Symposium on Instrumentation & Measurement, Sensor Network and Automation (IMSNA), 2012, vol. 1, pp. 107–111 (2012)
3.
Zurück zum Zitat Jawhar, I., Mohamed, N., Al-Jaroodi, J., Zhang, S.: A framework for using unmanned aerial vehicles for data collection in linear wireless sensor networks. J. Intell. Robot. Syst. 74(1), 437–453 (2014) Jawhar, I., Mohamed, N., Al-Jaroodi, J., Zhang, S.: A framework for using unmanned aerial vehicles for data collection in linear wireless sensor networks. J. Intell. Robot. Syst. 74(1), 437–453 (2014)
4.
Zurück zum Zitat Zimmerling, M. Dargie, W., Reason, J.M.: Localized power-aware routing in linear wireless sensor networks. In: Proceedings of the 2nd ACM International Conference on Context-Awareness for Self-managing Systems (CASEMANS ’08). ACM, New York, pp. 24–33 (2008) Zimmerling, M. Dargie, W., Reason, J.M.: Localized power-aware routing in linear wireless sensor networks. In: Proceedings of the 2nd ACM International Conference on Context-Awareness for Self-managing Systems (CASEMANS ’08). ACM, New York, pp. 24–33 (2008)
6.
Zurück zum Zitat Antonio, P., Grimaccia, F., Mussetta, M.: Architecture and methods for innovative heterogeneous wireless sensor network applications. Remote Sens. 4, 1146–1161 (2012) Antonio, P., Grimaccia, F., Mussetta, M.: Architecture and methods for innovative heterogeneous wireless sensor network applications. Remote Sens. 4, 1146–1161 (2012)
7.
Zurück zum Zitat Orfanus, D., Eliassen, F., de Freitas, E.P.: Self-organizing relay network supporting remotely deployed sensor nodes in military operations, ICUMT, pp. 326–333 (2014) Orfanus, D., Eliassen, F., de Freitas, E.P.: Self-organizing relay network supporting remotely deployed sensor nodes in military operations, ICUMT, pp. 326–333 (2014)
8.
Zurück zum Zitat Chen, H., Chang, K.C., Agate, C.S.: A dynamic path planning algorithm for UAV tracking. In: Proceedings of SPIE 7336, Signal Processing, Sensor Fusion, and Target Recognition XVIII, p. 73360B (2009). doi:10.1117/12.819836 Chen, H., Chang, K.C., Agate, C.S.: A dynamic path planning algorithm for UAV tracking. In: Proceedings of SPIE 7336, Signal Processing, Sensor Fusion, and Target Recognition XVIII, p. 73360B (2009). doi:10.​1117/​12.​819836
10.
Zurück zum Zitat Stamatescu G., Popescu D., Dobrescu, R.: Cognitive radio as solution for ground-aerial surveillance through WSN and UAV infrastructure. In: Proceedings of the 6th Electronics, Computers and Artificial Intelligence Conference, IWSSS Workshop, Bucharest, 23–25 Oct 2014 Stamatescu G., Popescu D., Dobrescu, R.: Cognitive radio as solution for ground-aerial surveillance through WSN and UAV infrastructure. In: Proceedings of the 6th Electronics, Computers and Artificial Intelligence Conference, IWSSS Workshop, Bucharest, 23–25 Oct 2014
11.
Zurück zum Zitat Stamatescu, G., Chitu, C,; Vasile, C., Stamatescu, I., Popescu, D., Sgârciu, V.: Analytical and experimental sensor node energy modeling in ambient monitoring. In: Industrial Electronics and Applications (ICIEA), IEEE 9th Conference, pp. 1615–1620 (2014) Stamatescu, G., Chitu, C,; Vasile, C., Stamatescu, I., Popescu, D., Sgârciu, V.: Analytical and experimental sensor node energy modeling in ambient monitoring. In: Industrial Electronics and Applications (ICIEA), IEEE 9th Conference, pp. 1615–1620 (2014)
13.
Zurück zum Zitat Bristeau, P.-J., Callou, F., Vissière, D., Petit, N.: The navigation and control technology inside the AR. Drone micro UAV. In: 18th IFAC World Congress, pp. 1477–1484. Milano (2011). doi:10.3182/20110828-6-IT-1002.02327 Bristeau, P.-J., Callou, F., Vissière, D., Petit, N.: The navigation and control technology inside the AR. Drone micro UAV. In: 18th IFAC World Congress, pp. 1477–1484. Milano (2011). doi:10.​3182/​20110828-6-IT-1002.​02327
Metadaten
Titel
Dynamic Task Planning of Aerial Robotic Platforms for Ground Sensor Data Collection and Processing
verfasst von
Grigore Stamatescu
Dan Popescu
Cristian Mateescu
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-21290-6_40

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