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Optimizing communication costs based on novel cooperative localization techniques using coalitional game theory in wireless networks | IEEE Conference Publication | IEEE Xplore

Optimizing communication costs based on novel cooperative localization techniques using coalitional game theory in wireless networks


Abstract:

The Evolved Variational Message Passing algorithm (E-VMP) and the Cooperative Robust Geometric Positioning Algorithm (C-RGPA) are two novel techniques for cooperative loc...Show More

Abstract:

The Evolved Variational Message Passing algorithm (E-VMP) and the Cooperative Robust Geometric Positioning Algorithm (C-RGPA) are two novel techniques for cooperative localization in wireless networks. They can perform an accurate location with less computational and time complexity compared to other cooperative localization algorithms. On the other side, limitations on the computational power and battery life present a critical constraint when executing these algorithms. For this reason, we propose in this paper applying these algorithms based on coalitions formation game in order to reduce communication costs. According to our simulation results, the two resulted proposed techniques give accurate location estimates compared to other cooperative localization techniques on the one hand and optimize the power and battery consumption on the other hand.
Date of Conference: 25-29 June 2018
Date Added to IEEE Xplore: 30 August 2018
ISBN Information:
Electronic ISSN: 2376-6506
Conference Location: Limassol, Cyprus

References

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