Adaptive Data Aggregation and Compression Scheme for Wireless Sensor Networks with Energy-Harvesting Nodes (에너지 수집형 노드를 사용한 무선 센서 네트워크에서의 적응형 데이터 병합 및 압축 기법)

JEONGSEMI (정세미); Kim Hyeok (김혁); Dong Kun Noh (노동건); Ikjune Yoon (윤익준)

doi:10.9708/jksci.2017.22.03.115

Adaptive Data Aggregation and Compression Scheme for Wireless Sensor Networks with Energy-Harvesting Nodes

Journal of The Korea Society of Computer and Information
Abbr : JKSCI
2017, 22(3), pp.115-122
DOI : 10.9708/jksci.2017.22.03.115
Publisher : The Korean Society Of Computer And Information
Research Area : Engineering > Computer Science
Received : January 20, 2017
Accepted : March 22, 2017
Published : March 31, 2017

JEONGSEMI ¹, Kim Hyeok ¹, Dong Kun Noh ¹, Ikjune Yoon ¹

¹숭실대학교

Accredited

ABSTRACT

In this paper, we propose an adaptive data aggregation and compression scheme for wireless sensor networks with energy-harvesting nodes, which increases the amount of data arrived at the sink node by efficient use of the harvested energy. In energy-harvesting wireless sensor networks, sensor nodes can have more than necessary energy because they harvest energy from environments continuously. In the proposed scheme, when a node judges that there is surplus energy by estimating its residual energy, the node compresses and transmits the aggregated data so far. Conversely, if the residual energy is estimated to be depleted, the node turns off its transceiver and collects only its own sensory data to reduce its energy consumption. As a result, this scheme increases the amount of data collected at the sink node by preventing the blackout of relay nodes and facilitating data transmission. Through simulation, we show that the proposed scheme suppresses the occurrence of blackout nodes and collect the largest amount of data at the sink node compared to previous schemes.

KEYWORDS

Wireless sensor network, Energy-harvesting, Aggregation, Compression, Energy-aware

Citation status

* References for papers published after 2023 are currently being built.

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Journal of The Korea Society of Computer and Information 2023 KCI Impact Factor : 0.65

Adaptive Data Aggregation and Compression Scheme for Wireless Sensor Networks with Energy-Harvesting Nodes

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Citation status

* References for papers published after 2023 are currently being built.

Journal of The Korea Society of Computer and Information 2023 KCI Impact Factor : 0.65

Adaptive Data Aggregation and Compression Scheme for Wireless Sensor Networks with Energy-Harvesting Nodes

ABSTRACT

KEYWORDS

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* References for papers published after 2023 are currently being built.