Controlling Actor Mobility in Wireless Sensor and Actor Networks
Publish place: 1st National Conference on Development of Civil Engineering, Architecure,Electricity and Mechanical in Iran
Publish Year: 1393
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
DCEAEM01_202
تاریخ نمایه سازی: 18 دی 1393
Abstract:
Mobile actors are efficient devices for wireless sensor and actor networks especially in mission critical environments. With controlling the mobility of actors efficiency of network can beincreased. Location service is an efficient approach for actor mobility control. Mls is one of the proposed works which benefits from location service. Mls shares its strategy model in update packets in order to improve the performance of location service. The mobility model used in thisprotocol is random waypoint mobility which actor moves randomly around the network. In this paper, we propose a Q-learning based sharing mobility location service protocol called Qmls, replacing the mobility model of mls with intelligent one called ORACLE. In this mobility model actor chooses the next waypoint with awareness to become closer to event area. Simulation results show the effectiveness of our work.
Keywords:
wireless sensor and actor networks , mobility control , Location service , markov decision process , Q-learning
Authors
Asefeh masumy
Department of computer engineering Islamic Azad University of Arak Arak, Iran
Javad akbari torkestani
Department of computer engineering Islamic Azad University of Arak Arak, Iran