Abstract

In wireless sensor networks (WSN), data aggregation is a widely used method. Security issues like data integrity and data confidentiality became a significant concern in data aggregation when the sensor network is deployed in a hostile environment. Many researches may carry out several works to tolerate these security issues. However, there were some limitations like delay, the arrival rate of packets, and so on. Hence, to overcome the existing problems, this approach offers a blockchain-dependent data aggregation scheme in WSN. The main intention of the proposed work is to generate a certificateless key generation so that the proposed system's secrecy rate is improved. The use of blockchain is employed for security purposes, and it enables the user to acquire the information stored internally in an effortless manner. Initially, deployment of sensor and base station (BS) is carried out, followed by node registration at which the public/private keys are generated. The computation of private hash values is carried by performing certificateless key generation. After that, the formation of blockchain is made using the PoW (Proof of Work) detection algorithm followed by the aggregation of data. In the data aggregation process, Elgammal based cryptographic approach is introduced to acquire member data, perform aggregation logic, and transfer the aggregated data. Finally, cluster-based routing is established with the use of Knapsack based cluster routing strategy. The performance investigation of the proposed system is estimated and the outcomes attained are compared with the existing techniques in terms of arrival rate, average delay, and the delay ratio of the packets. The investigation illustrates that the suggested approach is better than the traditional techniques.

Highlights

  • wireless sensor networks (WSN) comprises disseminated micro-devices named sensors that might embed and have innumerable detection capabilities or sensing capabilities

  • The security-related issues resolving has a thoughtful influence on the development and design trends of WSNs and consist of extensive consideration that attracts in the traditional works [1]

  • The insufficient source of power is observed as the important problem in wireless sensor networks, and the node failure and network failure rise [2]

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Summary

INTRODUCTION

WSN comprises disseminated micro-devices named sensors that might embed and have innumerable detection capabilities or sensing capabilities. Several methods have been carried out with respect to sensor network construction with the solutions presented for resolving issues related to layer and the protocols that connect some things like scalability, optimum use of energy resources in sensors, environment, energy consumption, error tolerance, change in network regulations, low cost and so on. These problems are being addressed by various researchers [4]. The presented scheme aims at proposing an efficient framework for node registration and formation of blockchain using data aggregation and cluster-based routing. The presented technique employs data aggregation using Elgammal based encryption which enables effective data aggregation model

Contribution
Organization
RELATED WORK
Deployment of Sensor and Base Station
Registration of Node
Secure Key Management Scheme
Formation of Blockchain using PoW Detection Algorithm and Data Aggregation
Aggregation of Data using Elgammal Approach
Cluster Formation using Knapsack based Protocol
PERFORMANCE ANALYSIS
Findings
CONCLUSION
Full Text
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