N-Gram Based Transport Mode Detection Models for Energy Constrained Devices

Author(s):  
Kadir Can Cetin ◽  
H. Irem Turkmen ◽  
M. Amac Guvensan
Author(s):  
Laura Flueratoru ◽  
Silvan Wehrli ◽  
Michele Magno ◽  
Elena Simona Lohan ◽  
Dragos Niculescu

Sensors ◽  
2019 ◽  
Vol 19 (5) ◽  
pp. 1238 ◽  
Author(s):  
Seyed Darroudi ◽  
Raül Caldera-Sànchez ◽  
Carles Gomez

The recent publication of the Bluetooth Mesh standard is a remarkable milestone in the evolution of Bluetooth Low Energy (BLE). As a new technology in the Internet of Things (IoT) market, it is crucial to investigate the performance of Bluetooth Mesh. However, while a fundamental feature of Bluetooth Mesh is its suitability for energy-constrained devices, this aspect has not yet been properly considered in the literature. In this paper, we model the current consumption, lifetime and energy cost per delivered bit of a battery-operated Bluetooth Mesh sensor node. The model is based on measurements performed on a real hardware platform. Evaluation results quantify the impact of crucial Bluetooth Mesh parameters. Among others, we have found that a sensor device running on a simple 235 mAh battery, and sending a data message every 10 s, can achieve a lifetime of up to 15.6 months, whereas the asymptotic lifetime is 21.4 months.


Author(s):  
Ian McNulty ◽  
Shiva Maleki Varnosfaderani ◽  
Omar Makke ◽  
Nabil J. Sarhan ◽  
Eishi Asano ◽  
...  

Sign in / Sign up

Export Citation Format

Share Document