Abstract
This paper focuses on a novel software module that allows agents running on smart appliances to estimate their location in the physical environment thanks to an underlying ranging technology and a specific localization algorithm. The proposed module is an add-on of the AMUSE platform which allows agents to estimate their position in the physical environment and to have it readily available as a specific game element in the scope of location-aware games. The module first acquires range estimates between the appliance where the agent is running and the access points of the WiFi network, and then it properly processes such range estimates using a localization algorithm. In order to prove the validity of the proposed approach, we show experimental results obtained in an illustrative indoor scenario where four access points have been accurately positioned. The position estimates of the appliance are obtained by applying the Two-Stage Maximum-Likelihood localization algorithm to the range estimates from the four access points. According to the results presented in this paper, the proposed agent-based localization approach guarantees sufficiently accurate position estimates for many indoor applications.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Bellifemine, F., Caire, G., Greenwood, D.: Developing multi-agent systems with JADE. Wiley Series in Agent Technology. Wiley, Chichester (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)
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)
Bergenti, F., Caire, G., Gotta, D.: Agents on the move: JADE for Android devices. In: Proceedings of Workshop From Objects to Agents (2014)
Banzi, M., Caire, G., Gotta, D.: WADE: a software platform to develop mission critical, applications exploiting agents and workflows. In: Proceedings of International Joint Conference on Autonomous Agents and Multi-Agent Systems, pp. 29–36 (2008)
Bergenti, F., Caire, G., Gotta, D.: Interactive workflows with WADE. In: Proceedings of IEEE International Conference on Enabling Technologies: Infrastructures for Collaborative Enterprises, pp. 10–15 (2012)
Bergenti, F., Caire, G., Gotta, D.: Large-scale network and service management with WANTS. In: Industrial Agents: Emerging Applications of Software Agents in Industry, pp. 231–246. Elsevier (2015)
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 the 5th International Conference on Ambient Systems, Networks and Technologies (ANT 2014) and 4th 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 16th Workshop “Dagli Oggetti agli Agenti” (WOA 2015), Napoli, Italy, June 2015
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)
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
Dardari, D., D’Errico, R.: Passive ultrawide bandwidth RFID. In: Proceedings of the IEEE Global Telecommunications Conference (GLOBECOM 2008), New Orleans, LA, pp. 1–6, December 2008
Liu, H., Darabi, H., Banerjee, P., Liu, J.: Survey of wireless indoor positioning techniques and systems. IEEE Trans. Syst. Man Cybern. Part C Appl. Rev. 37(6), 1067–1080 (2007)
Monica, S., Ferrari, G.: Swarm intelligent approaches to auto-localization of nodes in static UWB networks. Appl. Soft Comput. 25, 426–434 (2014)
Shen, G., Zetik, R., Thomä, R.S.: Performance comparison of TOA and TDOA based location estimation algorithms in LOS environment. In: Proceedings of the 5th Workshop on Positioning, Navigation and Communication (WPNC 2008), Hannover, Germany, pp. 71–78, March 2008
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing Switzerland
About this paper
Cite this paper
Bergenti, F., Monica, S. (2016). Location-Aware Social Gaming with AMUSE. In: Demazeau, Y., Ito, T., Bajo, J., Escalona, M. (eds) Advances in Practical Applications of Scalable Multi-agent Systems. The PAAMS Collection. PAAMS 2016. Lecture Notes in Computer Science(), vol 9662. Springer, Cham. https://doi.org/10.1007/978-3-319-39324-7_4
Download citation
DOI: https://doi.org/10.1007/978-3-319-39324-7_4
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-39323-0
Online ISBN: 978-3-319-39324-7
eBook Packages: Computer ScienceComputer Science (R0)