Abstract
This paper presents an experimental evaluation of the performance of a novel add-on module for JADE intended to provide agents with estimates of their positions in known indoor environments with no need of dedicated infrastructures or specific onboard devices. First, the paper motivates the work and it details relevant assumptions regarding the applicability of the proposed module. The framework that the module provides to host localization algorithms is outlined, and the specific nomenclature is introduced. Then, the algorithm which ships with the module is briefly presented. Finally, the experimental campaign used to assess the performance of localization is detailed. Experimental results show that the accuracy of stationary localization is sufficient for envisaged application scenarios.
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Bellifemine, F., Caire, G., Greenwood, D.: Developing Multi-agent Systems With JADE. Wiley Series in Agent Technology. Wiley, Hoboken (2007)
Adorni, G., Bergenti, F., Poggi, A., Rimassa, G.: Enabling FIPA agents on small devices. In: Klusch, M., Zambonelli, F. (eds.) CIA 2001. LNCS (LNAI), vol. 2182, pp. 248–257. Springer, Heidelberg (2001). doi:10.1007/3-540-44799-7_28
Bergenti, F., Poggi, A.: LEAP: a FIPA platform for handheld and mobile devices. In: Meyer, J.-J.C., Tambe, M. (eds.) ATAL 2001. LNCS (LNAI), vol. 2333, pp. 436–446. Springer, Heidelberg (2002). doi:10.1007/3-540-45448-9_33
Bergenti, F., Caire, G., Gotta, D.: Agents on the move: JADE for android devices. In: Proceedings of Workshop From Objects to Agents (2014)
Ughetti, M., Trucco, T., Gotta, D.: Development of agent-based, peer-to-peer mobile applications on Android with JADE. In: Proceedings of the \(2^{nd}\) International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies. UBICOMM 2008, pp. 287–294. IEEE Computer Society, Washington, DC, USA (2008)
Bergenti, F., Franchi, E., Poggi, A.: Agent-based interpretations of classic network models. Comput. Math. Organ. Theory 19, 105–127 (2013)
Bergenti, F., Caire, G., Gotta, D.: Agent-based social gaming with AMUSE. In: Proceedings of \(5^{th}\) International Conference on Ambient Systems, Networks and Technologies (ANT 2014) and \(4^{th}\) International Conference on Sustainable Energy Information Technology (SEIT 2014). Procedia Computer Science, vol. 32, pp. 914–919 (2014)
Monica, S., Bergenti, F.: Location-aware JADE agents in indoor scenarios. In: Proceedings of \(16^{th}\) Workshop “Dagli Oggetti agli Agenti” (WOA 2015), Napoli, Italy, June 2015
Bergenti, F., Monica, S.: Location-aware social gaming with AMUSE. In: Demazeau, Y., Ito, T., Bajo, J., Escalona, M.J. (eds.) PAAMS 2016. LNCS (LNAI), vol. 9662, pp. 36–47. Springer, Cham (2016). doi:10.1007/978-3-319-39324-7_4
Monica, S., Bergenti, F.: A comparison of accurate indoor localization of static targets via WiFi and UWB ranging. In: de la Prieta, F., et al. (eds.) PAAMS 2016. AISC, pp. 111–123. Springer, Cham (2016). doi:10.1007/978-3-319-40159-1_9. ISSN: 21945357. ISBN: 978-331940158-4
Gezici, S., Poor, H.V.: Position estimation via ultra-wide-band signals. Proc. IEEE 97(2), 386–403 (2009)
Monica, S., Ferrari, G.: Accurate indoor localization with UWB wireless sensor networks. In: Proceedings of the 23rd IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE 2014), Parma, Italy, pp. 287–289, June 2014
Monica, S., Ferrari, G.: An experimental model for UWB distance measurements and its application to localization problems. In: Proceedings of the IEEE International Conference on Ultra Wide Band (ICUWB 2014), pp. 297–302 (2014)
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Monica, S., Bergenti, F. (2017). Experimental Evaluation of Agent-Based Localization of Smart Appliances. In: Criado Pacheco, N., Carrascosa, C., Osman, N., Julián Inglada, V. (eds) Multi-Agent Systems and Agreement Technologies. EUMAS AT 2016 2016. Lecture Notes in Computer Science(), vol 10207. Springer, Cham. https://doi.org/10.1007/978-3-319-59294-7_24
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DOI: https://doi.org/10.1007/978-3-319-59294-7_24
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