A survey on data aggregation in wireless sensor networks pdf

Data aggregation is the procedure of one or a few sensors at that point gathers the recognition result from other sensor. Wireless sensor networks often consists of a large number of lowcost sensor nodes. Data aggregation is one of the influential techniques in elimination of data redundancy and improvement of energy efficiency. Survey on data aggregation techniques for wireless sensor. The advance in cmos camera and wireless sensor network wsn has promoted the development of wireless multimedia sensor network wmsn, which can collect more abundant video data and image data. Data aggregation in wireless sensor networks jin cui to cite this version. In this article we present a survey of dataaggregation algorithms in wireless sensor networks. Index termswireless sensor networks, machine learning, data mining, security, localization, clustering, data aggregation, event detection, query processing, data integrity, fault detection, medium access control, compressive sensing. Data aggregation is exceptionally critical methods in wireless sensor network. A comparison of the protocols is presented in section 5. In this paper, a data aggregation framework for wireless sensor networks is presented along with a survey on various energyefficient algorithms for.

Sonekar2 1be students, department of computer science and engineering j. Routing protocols and energy efficient protocols for data aggregation in wireless sensor network. Data aggregation is a widely used technique in wireless sensor networks. The energy of nodes, communication computing and storage capability in wireless sensor networks are limited. Pdf a survey on data aggregation techniques in iot sensor.

A survey meenakshi dhull,soni chaurasia department of computer science and engineering lingayas institute, faridabad, india abstract. A survey on routing protocols of wireless sensor networks. National institute of technology, surat, india abstract the objectives of concealed data aggregation are to provide endtoend privacy and en route aggregation of reverse multicast tra c in wireless sensor networks. A survey on privacy preserving data aggregation protocols for wireless sensor networks 5 a public seed broadcasting. For this, we evaluate the ppda protocols on the basis of such metrics. The main goal of dataaggregation algorithms is to gather and aggregate data in an energy efficient manner so that network lifetime is enhanced.

The security issues, data confidentiality and integrity, in data aggregation become vital when the sensor network is. In this paper, we present a survey of data aggregation algorithmsin wireless sensor networks. Sep 11, 2014 data aggregation in wireless sensor networks 1. In this, data is encrypted by the sensing nodes and decrypted by the aggregator nodes then aggregate the data and encrypt the aggregation.

Thus, it provides a simple, declarative interface for data collection and aggregation. Hopbyhop data aggregation and endto end data aggregation are two methods used for secure data aggregation 1 in wireless sensor networks. Pdf a survey on data aggregation techniques in iot. The security issues, data confidentiality and integrity, in data aggregation becom secure data aggregation in wireless sensor networks. In this article, we present a comprehensive survey of the stateoftheart concealed data aggregation protocols in wireless sensor networks. Data aggregation techniques in wireless sensor network. Data aggregation technique can successfully minimize the data traffic and energy consumption only when it is carried out in a secure manner.

In this paper, we present a survey that focus on data aggregation in wsn, problems in security and energy constrained in sensor networks. Data aggregation da is the best approach for energy conservation in wireless sensor networks wsn, due to the open deployment, sensors are prone for security threats s. A reliable data transfer using multiple sink for disaster management. Treebased data aggregation algorithms in wireless sensor. We conclude with possible future research directions. Introduction freshness of information is additionally a vital is a detector network is outlined as being composed of an out sized range of nodes with sensing, process and. Issues of data aggregation methods in wireless sensor. A comprehensive survey on data aggregation in wireless sensor networks article pdf available in international journal of computer sciences and engineering 67. The main goal of data aggregation algorithms is to gather and aggregate data in an energy efficient manner so that network lifetime is enhanced wireless sensor. Robust data aggregation techniques in wireless sensor. A wireless sensor network has been designed to perform the highlevel of information processing tasks like detection, classification and tracking. At the point when wireless sensor network sent in remote regions or.

Jul 28, 2017 a survey on data aggregation techniques for wireless sensor networks. There has been many related work proposed to address these security issues. Introduction wireless sensor networks comprise of sensor hubs with detecting and correspondence capabilities. There has been broad work on data aggregation conspires in sensor networks, the point of data aggregation is that takes out excess data transmission and improves the lifetime of vitality in wireless sensor network. The ultimate objective of this study is to make the basic foundations to develop new advanced designs based on data integration techniques and. A retrospective survey on data aggregation in wireless sensor. A survey on privacy preserving data aggregation protocols. Furthermore, various solution methods are discussed and compared to serve as a guide for using mdps in wsns. Data aggregation technologies of wireless multimedia. Secure data aggregation survey wireless sensor networks abstract wireless sensor networks often consists of a large number of lowcost sensor nodes that have strictly limited sensing, computation, and communication capabilities. Pdf a survey on data aggregation mechanism in wireless. The greater part of the vitality utilization is because of data transmission. Data aggregation is a process of combining and summarizing the data from sensor nodes in wireless sensor networks by using aggregation function such as max, min, avg, count, sum as in 2 etc. Networks and all the sensor nodes have contact with the base station.

Wireless sensor networks are used to monitor wine production, both in the field and the cellar. Babar nazir and halabihasbullah, mobile sink based routing protocol msrp for prolonging network lifetime in clustered wireless sensor network. A survey on data routing and aggregation techniques for wireless. Data aggregation in wireless sensor networks halinria. Asymmetric concealed data aggregation techniques in wireless sensor networks. Finding the optimal convergecast tree in a wsn can. Directed diffusion dd 2 may be a popular information aggregation paradigm for wireless device networks. Index terms wireless sensor networks, markov decision pro.

Secure reference based data aggregation protocol for wireless sensor networks,international journal of advanced research in computer science and software engineering, volume 3, issue 7, july 20 6 sridhar sharma, a survey of hierarchical routing protocols in wireless sensor networks. Bandwidth efficient heterogeneity aware cluster based data aggregation for wireless sensor network icrtit 2011, 9781467362177 20 ieee. We compare different algorithms on the basis of performance measures such as security, communication overhead and data accuracy. Issues of data aggregation methods in wireless sensor network. A survey of security issues in wireless sensor networks. Redundancy elimination during data aggregation in wireless. Pdf a comprehensive survey on data aggregation in wireless. Tripathya fuzzy knowledge based sensor node appraisal technique for fault tolerant data aggregation in wireless sensor networks computational intelligence in data mining vol.

In this, we describe some recent paper based routing tree. In wireless sensor networks wsn sensor nodes are deployed in a region to sense the information. Asymmetric concealed data aggregation techniques in. Pdf secure data aggregation in wireless sensor networks. However, a wsn is a power constrained system, since nodes run on limited. Introduction wireless sensor network has come out as one of the most rapidly emerging technology and it is a collection or. The impact of data aggregation on the performance of wireless sensor networks. The in network data aggregation along with the end to end encryption is very important in resource constrained wireless sensor networks, as it provides an accurate and robust information to the. In this, data is encrypted by the sensing nodes and decrypted by the aggregator nodes then aggregate the data and encrypt the aggregation result again. A survey on secure data aggregation scheme for wireless. Data aggregation techniques in wireless sensor networks. The number of sensor nodes in a sensor network can be several orders of magnitude higher than the nodes in an ad hoc network.

Robust data aggregation techniques in wireless sensor networks i. Efficient hierarchical data aggregation in wireless sensor networks, international journal of modern engineering research ijmer, vol. Concealed data aggregation in wireless sensor networks. Wireless sensor networks, international journal of scientific and research publications, volume 3, issue 8, august 20 1 issn 22503153 4 lathes bhasker, genetically derived secure cluster based data aggregation in wireless sensor networks, iet inf. A survey on secure data aggregation protocols in wireless. A survey on data aggregation mechanism in wireless sensor networks rakshanda p. Internet of things iot has emerged as a natural evolution of environmental sensing systems such as wireless sensor networks wsns. Protocol for wireless sensor networks data aggregation in wireless sensor networks is crucial due to its enhancement of bandwidth usage and energy utilization by minimizing the transfer of redundant data. Privacypreserving data aggregation protocols for wireless. Energy efficient for data aggregation in wireless sensor networks. Secure data aggregation technique in wireless sensor.

Keywords wireless sensor networks, data aggregation, data collection, routing protocols, energy utilization, spt, leach, latency. A survey on data aggregation techniques in iot sensor networks. Pdf a survey on data aggregation cluster based technique. A survey on data aggregation mechanism in wireless sensor. Jan 17, 2020 energy efficient for data aggregation in wireless sensor networks written by abdulmalik danmallam bello, dr. In wsns, data aggregation is the process to save the energy, resources and a network lifetime. The security issues, data confidentiality and integrity, in data aggregation become vital when the sensor network is deployed in a hostile environment. In this paper, we explore several existing privacypreserving data aggregation ppda protocols for wsns in order to provide some insights on their current status. Secure data aggregation of information is a challenging task when sensors are deployed in hostile. In wireless sensor networks wsn, data aggregation using soft computing methods is a challenging issue because of the security factors. However, the design of a sensor network has to be carried out under several constraints, e. In addition, it intelligently distributes and executes aggregation queries in the sensor network in a time and powerefficient way, and is sensitive to the resource constraints and lossy communication properties of wireless sensor networks. Algorithms, strategies, and applications mohammad abu alsheikh1,2, shaowei lin2, dusit niyato1 and hweepink tan2 1school of computer engineering, nanyang technological university, singapore 639798 2sense and senseabilities programme, institute for infocomm research, singapore 8632.

This paper8 presents a secure data aggregation protocol, called srda, for wireless sensor networks. Secure data aggregation of information is a challenging task when sensors are deployed in hostile environments and are susceptible to physical attacks. A survey on data aggregation in wireless sensor networks. A survey on data aggregation techniques to improve the energy. The main cause of data aggregation algorithms is to tally the data and aggregate that data. A survey rohan reddy1 mayur panchal2 vinay soni3 1,2,3department of computer engineering abstractthe utilization of wireless sensor networks wsns is foreseen to get parcel of changes information gathering, handling and dispersal for various situations and applications. The impact of data aggregation on the performance of wireless. Sensor nodes are operating at low voltage and working on battery supply.

Data aggregation and gathering transmission in wireless. College of engineering and management, nagpur, maharashtra, india. In the wireless sensor networkwsn have the hard mission, it prolongs the lifetime of the network, so with the help. We investigate the need for en route aggregation, encrypted data processing, en route and endtoend integrity verification, and replay protection. Data aggregation is a process of aggregating the sensor data using aggregation approaches. A survey on privacy preserving data aggregation protocols for. Markov decision processes with applications in wireless.

The area of communications and protocol design for sensor networks has been widely researched in the past few years, and many solutions have been proposed and compared. Part2 of the survey explains the possible attacks that affect data aggregation in wireless sensor network. These sensor nodes sense the similar information and. Pdf secure data aggregation in wireless sensor network.

Keywords data aggregation, wireless sensor network. The differences between sensor networks and ad hoc networks are 4. Lamba published on 20200117 download full article with reference data and citations. Proceedings of the sixth australasian information security conference aisc 2008. Data aggregation technologies of wireless multimedia sensor networks. Introduction awireless sensor network wsn is composed typically.

Data coming from multiple sensor nodes are aggregated as if they are about the same attribute of the. Disasters are happening due to drastic environmental destructions that may cause damage to wireless data transmission networks. In this chapter, however, we focus on an important class of insider attacks in which the adversary uses compromised nodes to inject malicious data into the network within the framework of a data aggregation system. In network aggregation deals with this distributed processing of data within the network. Secure data aggregation in wireless sensor networks sanjeev setiaa,sankardas roy band sushil jajodia a computer science department, george mason university, fairfax, va, usa b center for secure information systems, george mason university abstract. A survey on data aggregation techniques to improve the.

The use of wireless sensor networks wsns is anticipated to bring lot of changes in data gathering, processing and dissemination for different environments and applications. Therefore there is a need for secure data aggregation. Data aggregation is the process of data gathering, aggregating and collecting the useful data for wireless network. When a node is compromised, it is easy for an adversary to inject false data and mislead the aggregator to accept false readings. Pdf survey paper of energy efficient data aggregation. Ni 19 mar 2015 1 machine learning in wireless sensor networks. Due to resource restricted sensor nodes, it is important to minimize the amount of data transmis. Pdf secure data aggregation using homomorpic encryption. Bhajantri and others published a comprehensive survey on data aggregation in wireless sensor networks find, read and. Data aggregation, hierarchical aggregation, in network. A retrospective survey on data aggregation in wireless sensor networks. We focus on dataaggregation problems in energyconstrained sensor networks.

Data aggregation techniques are tightly coupled with how data is gathered at the sensor nodes as well as how packets are routed through the network, and have a signi. In many sensor applications, the data collected from individual nodes. A survey on data aggregation cluster based technique in wireless sensor network for modern railway track monitoring yamini mistry1, arpit rana2 1student, department of computer engineering, svit, vasad, gujarat, india. Wireless sensor networks can be used to monitor the condition of civil infrastructure and related geophysical processes close to real time, and over long periods through data logging, using appropriately interfaced sensors. Secure data aggregation technique in wireless sensor network. Many wireless sensor network wsn applications require privacypreserving aggregation of sensor data during transmission from the source nodes to the sink node. Section 3 proceeds with the design principles, issues and challenges. The secure data aggregation techniques in wireless sensor networks. However, large portion of total energy of wsns is consumed due to data communication between nodes. Innetwork aggregation techniques for wireless sensor. Security in data gathering and aggregation is an important design issue for wireless sensor networks.

A survey on secure data aggregation in wireless sensor. Pdf innetwork data aggregation in wireless sensor networks. In particular, we discuss the vulnerabilities of existing data. In order to achieve an efficient data transmission in a sensor network, different routing protocols for data aggregation have been proposed and intensively studied in the past decade. Since with the assistance of data aggregation we lessen the vitality utilization by wiping out excess.

Wireless sensor nodes being resource constrained in terms of limited energy supply through batteries, the communication overhead and power consumption are the most important issues for wsns design. In section 4, we classify and summarize the existing privacypreserving data aggregation protocols for wsns. The main challenge while designing the wireless sensor network is to. A survey on data aggregation attacks and approaches in. Routing protocols and energy efficient protocols for data. Survey on several secure data aggregation schemes in wsn. Secure data aggregation in wireless sensor networks. Data aggregation is a process of eliminating redundant data from various sensor nodes. A sensor in wireless sensor networks wsns periodically produces data as it monitors its vicinity. In this survey paper we focus instead on another important aspect of sensor networks, namely in network aggregation and data management. Secure data aggregation in wireless sensor network. Data aggregation is a widely used technique in wirelss sensor networks. Pdf energy efficient data aggregation in wireless sensor. A survey on data aggregation cluster based technique in.