Dissect and Enrich Divide and Rule Scheme for Wireless Sensor Network to Solve Energy Hole Problem

JagpreetSingh1  and Satish Arora2

Computer and Science Engineering, Punjab Technical University Jalandhar, Punjab, India

ABSTRACT

In remote sensor system, sensor hubs have the restricted battery power, so to use the vitality in a more productive manner a few creator's created a few strategies, yet at the same time there is have to decrease the vitality utilization of hubs. In this paper, we presented another method called as 'Partition and Rule strategy' to unravel the scope dividing so as to open the system field into subfield and next maintain a strategic distance from the vitality gap issue with the assistance of static bunching. Essentially, in gap and run plan system range is isolated into three locales to be specific internal, center and external to conquer the issue of vitality utilization. We execute this work in NS-2 and our recreation results demonstrate that our system is far superior than old procedures.

KEYWORDS

Wireless Sensor Networks (WSNs), Related Work, Protocol Design. Simulation Results. 

Original Source URL: https://aircconline.com/ijsc/V6N4/6415ijsc02.pdf

https://airccse.org/journal/ijsc/current2015.html

Compare and Analyses of Optimized R-Leach With Leach Algorithm In WSN

Tarun Sharma1, Harsukhpreet singh2 and Anurag sharma3

Dept” of Computer Science & Engineering, CT Institute of Technology & Research1

Dept” of Electronics & Communication Engineering, CT Institute of Technology & Research 2,3 Jalandhar, Punjab, India 1 ,2, 3 

ABSTRACT

Wireless sensor networks are composed of numerous small charge, little power devices with sensing, local processing and wireless communication capabilities. Minimizing energy consumption and maximizing network lifespan are significant issues in the design of routing protocols for sensor networks. In this paper, we analyses the efficiency of LEACH protocol in extending the existence for energy-constrained wireless sensor networks. Based on LEACH protocol, an enhanced protocol termed as R- LEACH is proposed which aims to diminish energy consumption within the wireless sensor networks. The simulation results suggest R-LEACH protocol could equilibrium network energy consumption and extend the network lifecycle more successfully as compared to LEACH.

KEYWORDS

Wireless sensor networks, energy efficiency, LEACH protocol, Algorithm for LEACH protocol. 

Original Source URL: https://aircconline.com/ijsc/V6N4/6415ijsc01.pdf

https://airccse.org/journal/ijsc/current2015.html

11th International Conference on Artificial Intelligence, Soft Computing and Applications (AIAA 2021)

November 27 ~ 28, 2021, Dubai, UAE

https://cndc2021.org/aiaa/index

Submission Deadline: August 22, 2021

Contact us:

Here's where you can reach us : aiaa@cndc2021.org (or) aiaaconference@yahoo.com

Submission Link:

https://cndc2021.org/submission/index.php

Treatment by Alternative Methods of Regression Gas Chromatographic Retention Indices of 35 Pyrazines

Fatiha Mebarki, Khadidja Amirat, Salima Ali Mokhnache and Djelloul Messadi

Laboratory of Environmental and Food Safety, University Badji Mokhtar Annaba, Algeria

ABSTRACT

The study treated two closer alternative methods of which the principal characteristic: a non-parametric method (the least absolute deviation (LAD)) and a traditional method of diagnosis OLS.This was applied to model, separately, the indices of retention of the same whole of 35 pyrazines (27 pyrazines with 8 other pyrazines in the same unit) eluted to the columns OV-101 and Carbowax-20M, by using theoretical molecular descriptors calculated using the software DRAGON. The detection of influential observations for non-parametric method (LAD) is a problem which has been extensively studied and offers alternative dicapproaches whose main feature is the robustness.here is presented and compared with the standard least squares regression .The comparison between methods LAD and OLS is based on the equation of the hyperplane, in order to confirm the robustness thus to detect by the meaningless statements and the points of lever and validated results in the state approached by the tests statistics: Test of Anderson-Darling, shapiro-wilk, Agostino, Jarque-Bera, graphic test (histogram of frequency) and the confidence interval thanks to the concept of robustness to check if the distribution of the errors is really approximate.

KEYWORDS

LAD Regression, Robustness, Outliers, Leverage points, tests statistics 

Original Source URL: https://aircconline.com/ijsc/V7N1/7116ijsc03.pdf

https://airccse.org/journal/ijsc/current2016.html

Edge Preservation of Enhanced Fuzzy Median Mean Filter Using Decision Based Median Filter

Amanpreet Kaur and Ravneet Kaur Sidhu

Department of Computer Science, CT Institute of Technology and Research, Jalandhar, India

ABSTRACT

Image noise refers to random variations in the basic characteristics of image like brightness, intensity or color difference. These variations are not present in the image which is captured but may occur due to environmental conditions like sensor temperature or due to circuit of the scanner or other similar issues. Basically noise means unwanted signals in the image. Various filters have been designed for removal of almost all types of noise. It has been seen in most of the cases that as a result of high amount of filtering or repetitive filtering of image for the removal of noise, edges of images mostly get distorted or smeared out. It means that most of the filtering techniques lead to loss of fine edges of the images which needs to be preserved in order to enhance the quality of image. This paper has focused on to improve the enhanced fuzzy median mean filter so that fine edges get preserved in a better way. Experiments have been performed in MATLAB. Comparative analysis have been done on the basis of PSNR, MSE, BER and RMSE and it has shown that border correction applied on images improves the results of enhanced fuzzy median mean filter.

KEYWORDS

Digital Imaging; Noise Smoothing; Edge Distortion; Edge Preservation; Mixed Noise; Enhanced FMM Filter; Border correction

Original Source URL: https://aircconline.com/ijsc/V7N1/7116ijsc02.pdf

https://airccse.org/journal/ijsc/current2016.html