Abstract
To make embedded devices (IoT edge devices) decentralized, autonomous, collaborative, and intelligent, we introduce agent technology and multi-agent systems architecture. It targets to overcome the issues faced by centralized IoT systems such as security, single point of failure, latency, and computational complexity. To make these devices decentralized, collaborative, and autonomous, their way of communication and capability to act to the stimuli from the environment need to be enhanced. And for making them intelligent, the devices should be capable enough to make a decision based on the previous actions performed in the ecosystem. In this approach, agent technology has been used as a backbone for making devices autonomous and collaborative. We discuss implementation of the same using automated, IoT enabled digital book trading platform.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Semwal, T., Bhaskaran Nair, S.: Agpi: agents on raspberry pi. Electronics 5(4) (2016)
Park, A.H., Park, S.H., Youn, H.Y.: A flexible and scalable agent platform for multi-agent systems. Int. J. Comput. Inform. Eng. 1(1), 270–275 (2007)
Introduction to FIPA: Accessed on 9 Mar 2020 (2007). http://www.fipa.org/
Poslad, S.: Specifying protocols for multi-agent systems interaction. ACM Trans. Auton. Adapt. Syst. 2(4), 15 (2007)
FIPA-Standard Status Specifications: Accessed on 9 Mar 2020 (2007). http://www.fipa.org/repository/standardspecs.html
Bellifemine, F.L., Caire, G., Greenwood, D.: Developing Multi-Agent Systems with JADE. Wiley Series in Agent Technology. Wiley, London (2007)
Bellifemine, F., Poggi, A., Rimassa, G.: Jade: a fipa2000 compliant agent development environment. In: Proceedings of the Fifth International Conference on Autonomous Agents, pp. 216–217 (2001)
Balke, T., Gilbert, N.: How do agents make decisions? A survey. J. Artif. Soc. Social Simul. 17(4), 13 (2014)
Kravari, K., Bassiliades, N.: A survey of agent platforms. J. Artif. Soc. Social Simul. 18(1), 11 (2015)
JADE Examples: Accessed on 9 March 2020. https://jade.tilab.com/documentation/examples/
Acknowledgements
We want to thank Sri Krishnan V., Mohan B.V., Manojkumar Parmar, Jidnyesha Patil, and Shrey Dabhi from Robert Bosch Engineering and Business Solutions Private Limited, India, for their valuable comments, contributions, and continued support to the project. We are grateful to all the experts for providing us with their valuable insights and informed opinions ensuring completeness of our study.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
Kaurani, V., Aithal, H. (2021). A Collaborative Approach to Decision Making in Decentralized IoT Devices. In: Senjyu, T., Mahalle, P.N., Perumal, T., Joshi, A. (eds) Information and Communication Technology for Intelligent Systems. ICTIS 2020. Smart Innovation, Systems and Technologies, vol 196. Springer, Singapore. https://doi.org/10.1007/978-981-15-7062-9_11
Download citation
DOI: https://doi.org/10.1007/978-981-15-7062-9_11
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-15-7061-2
Online ISBN: 978-981-15-7062-9
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)