ENCP: a new Energy-efficient Nonlinear Coverage Control Protocol in mobile sensor networks
Abstract The node deployment in mobile sensor networks (MSNs) is mostly performed in a random method. However, a large number of redundant nodes may exist due to the randomness. As a result, severe data congestion may be caused and the quality of coverage (QoC) is undermined. In order to solve this...
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
SpringerOpen
2018-01-01
|
Series: | EURASIP Journal on Wireless Communications and Networking |
Subjects: | |
Online Access: | http://link.springer.com/article/10.1186/s13638-018-1023-7 |
id |
doaj-26ff8a5a69954e8d8aac62d3a8fab6ef |
---|---|
record_format |
Article |
spelling |
doaj-26ff8a5a69954e8d8aac62d3a8fab6ef2020-11-24T22:22:43ZengSpringerOpenEURASIP Journal on Wireless Communications and Networking1687-14992018-01-012018111510.1186/s13638-018-1023-7ENCP: a new Energy-efficient Nonlinear Coverage Control Protocol in mobile sensor networksZeyu Sun0Guozeng Zhao1Xiaofei Xing2School of Computer Science and Engineering, Luoyang Institute of Science and TechnologySchool of Computer Science and Engineering, Luoyang Institute of Science and TechnologySchool of Computer Science and Educational Software, Guangzhou UniversityAbstract The node deployment in mobile sensor networks (MSNs) is mostly performed in a random method. However, a large number of redundant nodes may exist due to the randomness. As a result, severe data congestion may be caused and the quality of coverage (QoC) is undermined. In order to solve this QoC problem, we propose an Energy-efficient Nonlinear Coverage Control Protocol (ENCP). This protocol utilizes the normal distribution to calculate the minimal number of sensors which is required to guarantee coverage over the monitoring area. We also balance the node energy consumption and achieve the collaborative scheduling among all the sensor nodes. Meanwhile, when a certain QoC is guaranteed, we present the calculation model for the normal distribution of the sensing ranges and the proportional relationship between different parameters in the QoC function. Finally, simulation results show that the ENCP could not only improve the network QoC and network coverage rate but also effectively control the energy exhaustion at the nodes. Therefore, the network lifetime can be effectively prolonged.http://link.springer.com/article/10.1186/s13638-018-1023-7Mobile sensor networkNonlinear coverageQuality of coverageNetworks coverage rateNetwork lifetime |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Zeyu Sun Guozeng Zhao Xiaofei Xing |
spellingShingle |
Zeyu Sun Guozeng Zhao Xiaofei Xing ENCP: a new Energy-efficient Nonlinear Coverage Control Protocol in mobile sensor networks EURASIP Journal on Wireless Communications and Networking Mobile sensor network Nonlinear coverage Quality of coverage Networks coverage rate Network lifetime |
author_facet |
Zeyu Sun Guozeng Zhao Xiaofei Xing |
author_sort |
Zeyu Sun |
title |
ENCP: a new Energy-efficient Nonlinear Coverage Control Protocol in mobile sensor networks |
title_short |
ENCP: a new Energy-efficient Nonlinear Coverage Control Protocol in mobile sensor networks |
title_full |
ENCP: a new Energy-efficient Nonlinear Coverage Control Protocol in mobile sensor networks |
title_fullStr |
ENCP: a new Energy-efficient Nonlinear Coverage Control Protocol in mobile sensor networks |
title_full_unstemmed |
ENCP: a new Energy-efficient Nonlinear Coverage Control Protocol in mobile sensor networks |
title_sort |
encp: a new energy-efficient nonlinear coverage control protocol in mobile sensor networks |
publisher |
SpringerOpen |
series |
EURASIP Journal on Wireless Communications and Networking |
issn |
1687-1499 |
publishDate |
2018-01-01 |
description |
Abstract The node deployment in mobile sensor networks (MSNs) is mostly performed in a random method. However, a large number of redundant nodes may exist due to the randomness. As a result, severe data congestion may be caused and the quality of coverage (QoC) is undermined. In order to solve this QoC problem, we propose an Energy-efficient Nonlinear Coverage Control Protocol (ENCP). This protocol utilizes the normal distribution to calculate the minimal number of sensors which is required to guarantee coverage over the monitoring area. We also balance the node energy consumption and achieve the collaborative scheduling among all the sensor nodes. Meanwhile, when a certain QoC is guaranteed, we present the calculation model for the normal distribution of the sensing ranges and the proportional relationship between different parameters in the QoC function. Finally, simulation results show that the ENCP could not only improve the network QoC and network coverage rate but also effectively control the energy exhaustion at the nodes. Therefore, the network lifetime can be effectively prolonged. |
topic |
Mobile sensor network Nonlinear coverage Quality of coverage Networks coverage rate Network lifetime |
url |
http://link.springer.com/article/10.1186/s13638-018-1023-7 |
work_keys_str_mv |
AT zeyusun encpanewenergyefficientnonlinearcoveragecontrolprotocolinmobilesensornetworks AT guozengzhao encpanewenergyefficientnonlinearcoveragecontrolprotocolinmobilesensornetworks AT xiaofeixing encpanewenergyefficientnonlinearcoveragecontrolprotocolinmobilesensornetworks |
_version_ |
1725766952534671360 |