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Proceedings ArticleDOI

Energy efficient data compression and aggregation technique forwireless sensor networks

TLDR
An energy efficient data compression and data aggregation algorithm is presented which results in the whole network lifetime prolonged by about 24%.
Abstract
This paper present and analyze an energy efficient data compression and data aggregation algorithm which results in the whole network lifetime prolonged by about 24%. In this paper, a new idea is proposed for sensor values compression based on a technique that involves feedback mechanism. In this technique, the base node in the sensor network generates Huffman code for the sensor data that needs to be compressed and broadcast the Huffman code in to the sensor network. All nodes in the sensor network receives Huffman code, compress the sensor data and transmit to base node. For data aggregation, secure data aggregation algorithm is used which does not necessitate additional phase for data integrity verification and also it eludes extra transmissions and computational overhead on the sensor nodes to reduce the amount of energy used up by the network. The whole idea was tested on TelosB sensor network platform, programmed in nesC language and also analyses the performance of the algorithm in the Contiki OS-simulator Cooja. A comparison is also done with existing compression algorithms in terms of lifetime of the sensor network.

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References
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Proceedings ArticleDOI

Secure Hierarchical Data Aggregation in Wireless Sensor Networks

TL;DR: This work proposes a new algorithm using homomorphic encryption and additive digital signatures to achieve confidentiality, integrity and availability for in-network aggregation in wireless sensor networks and proves that the digital signature algorithm which is based on the Elliptic Curve Digital Signature Algorithm is as secure as ECDSA.
Proceedings ArticleDOI

An Efficient and Verifiable Concealed Data Aggregation Scheme in Wireless Sensor Networks

TL;DR: The proposed scheme aggregates not only ciphertexts but also signatures and through verifying aggregated signature, data integrity of each plaintext can be guaranteed and the communication overhead for each cluster head is still constant.
Proceedings ArticleDOI

Efficient and Robust Secure Aggregation of Encrypted Data in Sensor Networks

TL;DR: A secure end-to-end encrypted-data aggregation scheme based on elliptic curve cryptography that exploits a smaller key size and allows the use of higher number of operations on cypher-texts and prevents the distinction between two identical texts from their cryptograms is proposed.
Journal ArticleDOI

Data Correlation-Based Clustering Algorithm in Wireless Sensor Networks

TL;DR: This paper modify the advertisement sub-phase and TDMA schedule scheme to organize clusters by adjacent sensor nodes which have similar readings and proposes a spatio-temporal suppression scheme for the clustering algorithm.
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