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Title: :  AN ENERGY EFFICIENT DATA AGGREGATION FOR UNEQUAL CLUSTER WITH DOUBLE C-H BY POLYNOMIAL REGRESSION IN 3-D WIRELESS SENSOR NETWORK
PaperId: :  13755
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 2 2021
DUI:    16.0415/IJARIIE-13755
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
DHARMESH YADAVSCOPE College of Engineering, Bhopal
ANKIT TRIPATHISCOPE College of Engineering, Bhopal
Dr. ANSHUJ JAINSCOPE College of Engineering, Bhopal

Abstract

ELECTRONICS & COMM
Data aggregation, Energy efficiency, Spatial correlation.
Sensor nodes observing events, occurring in close proximity, gather data that are highly co-related. This work uses work uses a double cluster head and a polynomial regression technique to exploit the spatialcorrelation of the data in a three dimensional sensor network. The sensing nodes, sense the physical attribute and report theirposition coordinates (x, y, z) and the sensed value to the nearest tree node. Another set of nodes, categorized as thetree nodes, are responsible for generating a polynomial function of the received dataand transmit the coefficients of regression to the parent tree node. The approach proceeds from the bottom to the top. The query from the sink, receives a polynomial function which is generated by the root node of the tree in each cluster tocompute the attribute value at any location within the boundary. The proposed approach aims to save a lotof energy in the sensor network. Simulations, performed for differenttree heights, indicate that a tree with a depth of four gives the best results.

Citations

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IJARIIE DHARMESH YADAV, ANKIT TRIPATHI, and Dr. ANSHUJ JAIN. "AN ENERGY EFFICIENT DATA AGGREGATION FOR UNEQUAL CLUSTER WITH DOUBLE C-H BY POLYNOMIAL REGRESSION IN 3-D WIRELESS SENSOR NETWORK" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 2 2021 Page 6-16
MLA DHARMESH YADAV, ANKIT TRIPATHI, and Dr. ANSHUJ JAIN. "AN ENERGY EFFICIENT DATA AGGREGATION FOR UNEQUAL CLUSTER WITH DOUBLE C-H BY POLYNOMIAL REGRESSION IN 3-D WIRELESS SENSOR NETWORK." International Journal Of Advance Research And Innovative Ideas In Education 7.2(2021) : 6-16.
APA DHARMESH YADAV, ANKIT TRIPATHI, & Dr. ANSHUJ JAIN. (2021). AN ENERGY EFFICIENT DATA AGGREGATION FOR UNEQUAL CLUSTER WITH DOUBLE C-H BY POLYNOMIAL REGRESSION IN 3-D WIRELESS SENSOR NETWORK. International Journal Of Advance Research And Innovative Ideas In Education, 7(2), 6-16.
Chicago DHARMESH YADAV, ANKIT TRIPATHI, and Dr. ANSHUJ JAIN. "AN ENERGY EFFICIENT DATA AGGREGATION FOR UNEQUAL CLUSTER WITH DOUBLE C-H BY POLYNOMIAL REGRESSION IN 3-D WIRELESS SENSOR NETWORK." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 2 (2021) : 6-16.
Oxford DHARMESH YADAV, ANKIT TRIPATHI, and Dr. ANSHUJ JAIN. 'AN ENERGY EFFICIENT DATA AGGREGATION FOR UNEQUAL CLUSTER WITH DOUBLE C-H BY POLYNOMIAL REGRESSION IN 3-D WIRELESS SENSOR NETWORK', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 2, 2021, p. 6-16. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/AN_ENERGY_EFFICIENT_DATA_AGGREGATION_FOR_UNEQUAL_CLUSTER_WITH_DOUBLE_C_H_BY_POLYNOMIAL_REGRESSION_IN_3_D_WIRELESS_SENSOR_NETWORK_ijariie13755.pdf (Accessed : 30 June 2021).
Harvard DHARMESH YADAV, ANKIT TRIPATHI, and Dr. ANSHUJ JAIN. (2021) 'AN ENERGY EFFICIENT DATA AGGREGATION FOR UNEQUAL CLUSTER WITH DOUBLE C-H BY POLYNOMIAL REGRESSION IN 3-D WIRELESS SENSOR NETWORK', International Journal Of Advance Research And Innovative Ideas In Education, 7(2), pp. 6-16IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/AN_ENERGY_EFFICIENT_DATA_AGGREGATION_FOR_UNEQUAL_CLUSTER_WITH_DOUBLE_C_H_BY_POLYNOMIAL_REGRESSION_IN_3_D_WIRELESS_SENSOR_NETWORK_ijariie13755.pdf (Accessed : 30 June 2021)
IEEE DHARMESH YADAV, ANKIT TRIPATHI, and Dr. ANSHUJ JAIN, "AN ENERGY EFFICIENT DATA AGGREGATION FOR UNEQUAL CLUSTER WITH DOUBLE C-H BY POLYNOMIAL REGRESSION IN 3-D WIRELESS SENSOR NETWORK," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 2, pp. 6-16, Mar-App 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/AN_ENERGY_EFFICIENT_DATA_AGGREGATION_FOR_UNEQUAL_CLUSTER_WITH_DOUBLE_C_H_BY_POLYNOMIAL_REGRESSION_IN_3_D_WIRELESS_SENSOR_NETWORK_ijariie13755.pdf [Accessed : 30 June 2021].
Turabian DHARMESH YADAV, ANKIT TRIPATHI, and Dr. ANSHUJ JAIN. "AN ENERGY EFFICIENT DATA AGGREGATION FOR UNEQUAL CLUSTER WITH DOUBLE C-H BY POLYNOMIAL REGRESSION IN 3-D WIRELESS SENSOR NETWORK." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 2 (30 June 2021).
Vancouver DHARMESH YADAV, ANKIT TRIPATHI, and Dr. ANSHUJ JAIN. AN ENERGY EFFICIENT DATA AGGREGATION FOR UNEQUAL CLUSTER WITH DOUBLE C-H BY POLYNOMIAL REGRESSION IN 3-D WIRELESS SENSOR NETWORK. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : 30 June 2021]; 7(2) : 6-16. Available from: https://ijariie.com/AdminUploadPdf/AN_ENERGY_EFFICIENT_DATA_AGGREGATION_FOR_UNEQUAL_CLUSTER_WITH_DOUBLE_C_H_BY_POLYNOMIAL_REGRESSION_IN_3_D_WIRELESS_SENSOR_NETWORK_ijariie13755.pdf
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