Imperial College London
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Laksh Bhatia

Faculty of Engineering, Department of Computing

Research Postgraduate
 
 
 
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Contact

 

laksh.bhatia16 Website

 
 
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Location

 

254ACE ExtensionSouth Kensington Campus

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Summary

 

Publications

Citation

BibTex format

@article{Wang:2020:10.1109/TII.2020.2969218,
author = {Wang, H and Zhou, G and Bhatia, L and Zhu, Z and Li, W and McCann, J},
doi = {10.1109/TII.2020.2969218},
journal = {IEEE Transactions on Industrial Informatics},
pages = {5543--5553},
title = {Energy-neutral and QoS-aware protocol in wireless sensor networks for health monitoring of hoisting systems},
url = {http://dx.doi.org/10.1109/TII.2020.2969218},
volume = {16},
year = {2020}
}
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RIS format (EndNote, RefMan)

TY  - JOUR
AB  - Hoisting equipment is core to many industrial systems and therefore their state of health significantly affects production lines and personnel safety; this is especially important in environments such as coal mines. The health of the hoisting system, can be estimated by deploying energy harvesting wireless sensor nodes that monitor the drum surface stress. In this network of sensor devices, it is very costly to send highly sampled data as it causes radio congestion and consumes energy. However, from our experience of sensing hoist systems, we note that the data observed at the upper surface of the hoist is significantly more indicative of the state of health of the whole system, compared with data sensed at the lower surface. Therefore, we need to take advantage of this to optimise the communications of sensor nodes. However, scarce energy can be collected for these devices from the hoist itself, along with the prioritised Quality of Service (QoS) requirements (throughput, delay) of monitoring signals, raises important challenges for energy management. In this paper, we use Lyapunov optimisation techniques and propose an Energy-neutral and QoS-aware Protocol (EQP), including duty cycling and network scheduling to solve it. Extensive simulations show that EQP helps sensor nodes realize consecutive monitoring, and achieve more than 38% utility gain compared with existing strategies.
AU  - Wang,H
AU  - Zhou,G
AU  - Bhatia,L
AU  - Zhu,Z
AU  - Li,W
AU  - McCann,J
DO  - 10.1109/TII.2020.2969218
EP  - 5553
PY  - 2020///
SN  - 1551-3203
SP  - 5543
TI  - Energy-neutral and QoS-aware protocol in wireless sensor networks for health monitoring of hoisting systems
T2  - IEEE Transactions on Industrial Informatics
UR  - http://dx.doi.org/10.1109/TII.2020.2969218
UR  - https://ieeexplore.ieee.org/document/8979338
UR  - http://hdl.handle.net/10044/1/77024
VL  - 16
ER  -
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