Multi-Source Cooperative Data Collection with a Mobile Sink for the Wireless Sensor Network

The multi-source cooperation integrating distributed low-density parity-check codes is investigated to jointly collect data from multiple sensor nodes to the mobile sink in the wireless sensor network. The one-round and two-round cooperative data collection schemes are proposed according to the movi...

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Main Authors: Changcai Han, Jinsheng Yang
Format: Article
Language:English
Published: MDPI AG 2017-10-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/17/11/2493
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spelling doaj-e32a7c9f89354598bd9eceae3d4f57342020-11-25T00:21:44ZengMDPI AGSensors1424-82202017-10-011711249310.3390/s17112493s17112493Multi-Source Cooperative Data Collection with a Mobile Sink for the Wireless Sensor NetworkChangcai Han0Jinsheng Yang1School of Microelectronics, Tianjin University, Tianjin 300072, ChinaSchool of Microelectronics, Tianjin University, Tianjin 300072, ChinaThe multi-source cooperation integrating distributed low-density parity-check codes is investigated to jointly collect data from multiple sensor nodes to the mobile sink in the wireless sensor network. The one-round and two-round cooperative data collection schemes are proposed according to the moving trajectories of the sink node. Specifically, two sparse cooperation models are firstly formed based on geographical locations of sensor source nodes, the impairment of inter-node wireless channels and moving trajectories of the mobile sink. Then, distributed low-density parity-check codes are devised to match the directed graphs and cooperation matrices related with the cooperation models. In the proposed schemes, each source node has quite low complexity attributed to the sparse cooperation and the distributed processing. Simulation results reveal that the proposed cooperative data collection schemes obtain significant bit error rate performance and the two-round cooperation exhibits better performance compared with the one-round scheme. The performance can be further improved when more source nodes participate in the sparse cooperation. For the two-round data collection schemes, the performance is evaluated for the wireless sensor networks with different moving trajectories and the variant data sizes.https://www.mdpi.com/1424-8220/17/11/2493wireless sensor networksmobile sink nodecooperative communicationssparse cooperationdistributed low-density parity-check codes
collection DOAJ
language English
format Article
sources DOAJ
author Changcai Han
Jinsheng Yang
spellingShingle Changcai Han
Jinsheng Yang
Multi-Source Cooperative Data Collection with a Mobile Sink for the Wireless Sensor Network
Sensors
wireless sensor networks
mobile sink node
cooperative communications
sparse cooperation
distributed low-density parity-check codes
author_facet Changcai Han
Jinsheng Yang
author_sort Changcai Han
title Multi-Source Cooperative Data Collection with a Mobile Sink for the Wireless Sensor Network
title_short Multi-Source Cooperative Data Collection with a Mobile Sink for the Wireless Sensor Network
title_full Multi-Source Cooperative Data Collection with a Mobile Sink for the Wireless Sensor Network
title_fullStr Multi-Source Cooperative Data Collection with a Mobile Sink for the Wireless Sensor Network
title_full_unstemmed Multi-Source Cooperative Data Collection with a Mobile Sink for the Wireless Sensor Network
title_sort multi-source cooperative data collection with a mobile sink for the wireless sensor network
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2017-10-01
description The multi-source cooperation integrating distributed low-density parity-check codes is investigated to jointly collect data from multiple sensor nodes to the mobile sink in the wireless sensor network. The one-round and two-round cooperative data collection schemes are proposed according to the moving trajectories of the sink node. Specifically, two sparse cooperation models are firstly formed based on geographical locations of sensor source nodes, the impairment of inter-node wireless channels and moving trajectories of the mobile sink. Then, distributed low-density parity-check codes are devised to match the directed graphs and cooperation matrices related with the cooperation models. In the proposed schemes, each source node has quite low complexity attributed to the sparse cooperation and the distributed processing. Simulation results reveal that the proposed cooperative data collection schemes obtain significant bit error rate performance and the two-round cooperation exhibits better performance compared with the one-round scheme. The performance can be further improved when more source nodes participate in the sparse cooperation. For the two-round data collection schemes, the performance is evaluated for the wireless sensor networks with different moving trajectories and the variant data sizes.
topic wireless sensor networks
mobile sink node
cooperative communications
sparse cooperation
distributed low-density parity-check codes
url https://www.mdpi.com/1424-8220/17/11/2493
work_keys_str_mv AT changcaihan multisourcecooperativedatacollectionwithamobilesinkforthewirelesssensornetwork
AT jinshengyang multisourcecooperativedatacollectionwithamobilesinkforthewirelesssensornetwork
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