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Priority-Based Data Gathering Framework in UAV-Assisted Wireless Sensor Networks - 2016

Priority-Based Data Gathering Framework in UAV-Assisted Wireless Sensor Networks

Research Area:  Wireless Sensor Networks


This paper proposes a novel data acquisition framework in sensor networks using an unmanned aerial vehicle (UAV) with the goal of increasing the efficiency of the data gathering efforts. To maximize the system throughput, we introduce a priority-based frame selection scheme to suppress the number of redundant data transmissions between sensor nodes and the UAV. Toward this goal, we classify the nodes inside the UAVs coverage area into different frames according to their locations. Taking advantage of the mobility of the UAV, we assign different transmission priorities to nodes in different frames. To do that, we introduce an adjustment to the contention window value used in IEEE 802.11 MAC, thereby defining a lower contention window range to the frame with higher priority (urgent area) and a higher contention window range to the frame with lower priority (less important area). The proposed framework leads to a reduction in packet collisions and, at the same time, minimizes the packet loss originated from nodes in the rear-side of the UAV when the UAV moves in the forward direction. To optimize the networks energy consumption, we present a novel routing protocol based on the aforementioned framework. By leveraging the proposed framework and routing algorithm, we aim to reduce the transmission distances between senders and receivers. A shorter distance leads to better channel quality and energy savings, as is verified by our simulation studies and results.


Author(s) Name:  Sotheara Say,Hikari Inata, Jiang Liu and Shigeru Shimamoto

Journal name:  IEEE Sensors Journal

Conferrence name:  

Publisher name:  IEEE

DOI:  10.1109/JSEN.2016.2568260

Volume Information:  Volume: 16, Issue: 14, July15, 2016,Page(s): 5785 - 5794