ALWadHA Localization Algorithm Yet More Energy Efficient

被引:23
作者
Abu-Mahfouz, Adnan M. [1 ]
Hancke, Gerhard P. [2 ,3 ]
机构
[1] CSIR, Meraka Inst, ZA-0184 Pretoria, South Africa
[2] City Univ Hong Kong, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R China
[3] Univ Pretoria, Dept Elect Elect & Comp Engn, ZA-0002 Pretoria, South Africa
关键词
Localization algorithm; energy efficiency; WSN; ALWadHA; position estimation; dynamic power control; successive-refinement localization algorithm; SENSOR; MODEL;
D O I
10.1109/ACCESS.2017.2687619
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Many wireless sensor networks (WSNs) applications, techniques, and algorithms require the position of the sensor nodes. Sensor nodes mainly rely on localization algorithms to determine their own physical location. Usually, these sensor nodes are equipped with a limited power source. Therefore, a localization algorithm used by a WSN should be an energy-aware algorithm. One of the energy efficient localization algorithms that has been proposed recently is an efficient localization algorithm for wireless ad hoc sensor networks with high accuracy (ALWadHA). In this paper, we investigate the impact of using three techniques by ALWadHA in improving the energy efficiency of ALWadHA: first, a single-estimation approach whereby a node estimates its position only once; second, dynamic power control whereby reference nodes reduce their transmission power based on their distance to the node that broadcasts the location request; and third an incremental and exponential requesting rate approach, which controls the frequency rate of sending the location request. Simulation results show that the final approach reduces the energy consumption of ALWadHA by 51.5%, without compromising the accuracy of the position estimation.
引用
收藏
页码:6661 / 6667
页数:7
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