MIT-World Peace University (MIT-WPU) is a top educational institute located in Pune, India. It is recognized within&nbsp;UGC under Government of Maharashtra Act No. XXXV 2017.&nbsp;

It is part of the MIT group of institutions (established in 1983) which covers 10+ campuses across India and has more than 50,000+ students enrolled across various disciplines at a given point of time. The institute houses 15 schools ranging from Engineering &amp; Technology, Design, Pharmacy, Commerce, Governance among others. It offers undergraduate, postgraduate and PhD programs among different disciplines.&nbsp;

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MIT World Peace University

The maintaining of the Quality of Service(QoS) parameter in wireless sensor networks (WSN) is becoming a challenging task. The limitations are like achieving QoS parameters in a distributed network, constraints in sensing parameters, natural disasters and battery life of sensor nodes need to overcome. Here in this paper few of the QoS parameters are analysed to increase the lifetime of sensor networks by partitioning a network into various sectors. A novel optimized sectoring scheme is proposed for optimal election of sector head (SH) for a given network. A Cat Swarm Optimization based Energy-Efficient Reliable sectoring Scheme with prediction algorithms (P-CSO-EERSS) is also proposed in this paper. The use of prediction algorithms is for early detection of node lifetime to improve the overall lifespan of a network. Along with this QoS parameters such as packet delivery ratio and energy consumption are analysed and compared with existing clustering algorithms. According to implementation results, it has been shown that the prediction based CSO-EERSS algorithm returns better QoS parameters as compare to existing cluster schemes.

School of Computer Engineering & Technology

Engineering and Technology

World University root node

Fulltext

Journal of Physics: Conference Series

Analysis of QoS Parameters using Prediction Algorithms on CSO-based Energy-Efficient Reliable Sectoring Scheme in WSN

The data dissemination toward the sink node in a wireless sensor network in one of three ways: single-hop data dissemination, multi-hop dissemination and multi-hop dissemination, using the nearest cluster head or sector head (SH). This study focuses on third multi-hop data dissemination in which SHs are selected in the network, other nodes disseminate data toward these SHs and then, the SHs transfer the collected data to the sink node. This paper proposes a novel approach to SH selection called Energy-Efficient Reliable Sectoring-Scheme (EERSS). It is supported by an optimization algorithm called Cat Swarm Optimization (CSO), which proves that the elected number of SH is optimal. This CSO based EERSS algorithm is implemented to rank quality of service parameters, such as network lifetime maximization, with reliability and to minimize energy consumption. A path reliability prediction-based Markov chain model is applied to the CSO-based-EERSS algorithm to achieve results that are superior to that of traditional models. After the construction of the proposed prediction algorithms CSO-based-EERSS (P-CSO-EERSS), its performance is compared with that of the traditional CSO-based-EERSS, EERSS and Particle Swarm Optimization based EERSS, concerning packet delivery ratio(PDR), end-to-end delay and energy consumption. The SH selection performance of the proposed P-CSO-EERSS is superior to that of the traditional algorithms based on low energy consumption and high PDR.

Wireless Personal Communications

Multi-hop Energy-Efficient Reliable Cluster-based Sectoring Scheme Using Markov Chain Model to Improve QoS Parameters in a WSN

Special issue in Journal of Information Science and Engineering

Cat Swarm Optimization Based Energy Efficient Reliable Sectoring Scheme in WSN

Journal of Information Science \& Engineering

CSO-Based Energy-Efficient Reliable Sectoring-Scheme in WSN.

Proper utilization of wireless sensor networks (WSNs) has direct impact on various application developed using it in our daily life. In the past years wireless sensor network is popular area of research due to its applicability in different real scenario like border surveillance, fire detection, underwater application, IoT, body area network, irrigation system. The large number of nodes cooperatively performs a specific task. The nodes work in hazardous environment where human intervention is not possible. The battery power is limited, so proper clustering helps to maintain the network life significantly. There is wide variety of methods to perform clustering. This paper presents general classification of state-of-art clustering schemes.

2020 11th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2020

A survey on clustering in wireless sensor network

Wireless Sensor Networks: QoS Perspective

Characterization of Reliability in Wireless Sensor Network

This paper emphasis on different hierarchical routing protocols in wireless sensor network. The Clustering approached is used in LEACH protocol for better communication with energy saving. The Sectoring Scheme is used in MARS approach for dividing the sensor network into different sectors. It improves reliability of an application or network. The working of both the approaches is explained in algorithmic form. The mathematical modeling of LEACH and MARS protocol is discussed.

Proceedings - International Conference on Global Trends in Signal Processing, Information Computing and Communication, ICGTSPICC 2016

Modeling of clustering and sectoring approach in WSN

Objectives: This study was conducted to identify Quality of Service parameters used in network. Different reliability types and performance metrics needed to predict reliability in wireless sensor network. Methods/Analysis: Sectoring scheme can be used for partitioning of network into different sectors. This scheme is used to improve reliability in wireless sensor network. Findings: In existing method various clustering algorithms are used for partitioning of network. Clustering consists of position of cluster head and if it far away from the sink in large network, the cluster node utilizes more energy. Therefore, for WSNs, it is especially vital to intend an algorithm to divide sensors in sectors to maximize the reliability (packet) and minimize the energy consumption apply for transformation of information from the sensor nodes to the base station i.e., sink node. Application/Improvement: Sectoring scheme is unique method used to acquire more packet delivery ratio i.e., the reliability of a sensor based network. To achieve reliability, different factors need to be considered for network review like number of sectors, angle between two sectors, packet size, node density, MAC protocols and Routing protocols.

Indian Journal of Science and Technology

A survey on reliability in wireless sensor networkV

-With the dawn of cultural and traditional revolution and the age of information technology, there came a serious threat of illicit/pornographic content, which disturbs the cultural harmony of our society. So with the growing network of these content there arouse a need of application which detects such content and take a legitimate action on the same. So taking this into the consideration, the primary goal of the present study is to develop technology for detecting the illicit/pornographic content and to take legitimate action on such things. The application domain of our project is image processing and this software is going to process the images for illicit/pornographic content by using skin-tone based technology. It is going to detect how much percentage of skin is revealed in an image and depending on this is going to decide that whether that image is acceptable or not. Since the platform used is java, our application will be platform independent. The images detected by our application are going to be encrypted so that if anybody claims for his/her images as personal, the admin can even decrypt the same which makes our application as user friendly and extra secured.Thus with added features and benefits this software stands ahead of any other software is currently in market.

IJCSN International Journal of Computer Science and Network

Illicit/Pornographic Content Detection &amp; Security

International Journal of Computer Engineering \& Technology (IJCET) 4 (4 {\ldots}

On improvement of performance for transport protocol using sectoring scheme in WSN

Indian Patent office, Application number USA

Sectoring approach for separation of sensor nodes in various sectors to achieve reliability

International Journal of Wireless Communication

MARS: Sectoring scheme to improve reliability in WSN

A wireless sensor network (WSN) consists of spatially distributed autonomous sensors to monitor physical or environmental conditions, such as temperature, sound, pressure, etc. and to cooperatively pass their data through the network to a main location. In WSN the delivery of all sending packet is important so we called it as reliability. In transport layer reliable message delivery and congestion control are important factors. The aptitude of the network to ensure reliable data transmission in a state of continuous change of network structure. This paper focuses on the existing transport protocols provide the entire requirement of transport protocol, the factors affecting the reliability and different ways to achieve reliability. {\textcopyright} 2012 IEEE.