Sandeep Sharma

Sandeep Sharma
Madhav Institute of Technology & Science Gwalior | MITS · Department of Electronics & Communication Engineering

Doctor of Philosophy
Looking for good scholars for Ph.D. positions under my supervision. Research collaborators are invited to join our group

About

49
Publications
6,745
Reads
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488
Citations
Citations since 2016
47 Research Items
475 Citations
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Publications

Publications (49)
Article
Full-text available
Wireless Sensor Networks (WSNs) is a promising technology with enormous applications in almost every walk of life. One of the crucial applications of WSNs is intrusion detection and surveillance at the border areas and in the defense establishments. The border areas are stretched in hundreds to thousands of miles, hence, it is not possible to patro...
Preprint
Full-text available
Wireless Sensor Networks (WSNs) is a promising technology with enormous applications in almost every walk of life. One of the crucial applications of WSNs is intrusion detection and surveillance at the border areas and in the defense establishments. The border areas are stretched in hundreds to thousands of miles, hence, it is not possible to patro...
Article
Full-text available
Cloud computing is seen as a more promising technology than any other traditional information technology computing paradigm in today’s world. It essentially functions as an on-demand resource provisioning platform that requires no active user participation. The resource provisioning strategies necessitate proper load distribution management across...
Article
Full-text available
Wireless communication networks have much data to sense, process, and transmit. It tends to develop a security mechanism to care for these needs for such modern-day systems. An intrusion detection system (IDS) is a solution that has recently gained the researcher's attention with the application of deep learning techniques in IDS. In this paper, we...
Article
Full-text available
Momentous increase in the popularity of explainable machine learning models coupled with the dramatic increase in the use of synthetic data facilitates us to develop a cost-efficient machine learning model for fast intrusion detection and prevention at frontier areas using Wireless Sensor Networks (WSNs). The performance of any explainable machine...
Article
In wireless sensor networks (WSNs), energy efficiency is a significant design challenge that can be resolved by clustering and routing approaches. They are considered as Non-deterministic Polynomial (NP)-hard optimization problems, and the optimal or near-optimal solutions can be determined by using Swarm-Intelligence (SI) based algorithms. With th...
Article
Full-text available
The dramatic increase in the computational facilities integrated with the explainable machine learning algorithms allows us to do fast intrusion detection and prevention at border areas using Wireless Sensor Networks (WSNs). This study proposed a novel approach to accurately predict the number of barriers required for fast intrusion detection and p...
Article
Full-text available
An innovative image enhancement and feature extraction technique that is based on the modified sigmoid function and two-dimensional DCT has been developed. The proposed technique uses a modified sigmoid function that accommodates the original microscopic input image characteristics. A novel block-based input value coupled with the modified sigmoid...
Article
Full-text available
In this paper, the newly emerging wireless powered communication network is studied. In doing so, the performance of the global controller (GC) is evaluated, which coordinates the wireless energy transmissions between two sensor nodes. Both the sensors have the same harvested energy for uplink (UL) transmission of information through time-division-...
Article
Sensors in Wireless Sensor Network (WSN) sense, process, and transmit information simultaneously. They mainly find applications in agriculture monitoring, environment monitoring, smart city development and defence. These applications demand high-end performance from the WSN. However, the performance of a WSN is highly vulnerable to various types of...
Article
Full-text available
Node localisation plays a critical role in setting up Wireless Sensor Networks (WSNs). A sensor in WSNs senses, processes and transmits the sensed information simultaneously. Along with the sensed information, it is crucial to have the positional information associated with the information source. A promising method to localise these randomly deplo...
Article
Wireless Sensor Networks (WSNs) have attracted various academic researchers, engineers, science, and technology communities. This attraction is due to their broad research areas such as energy efficiency, data communication, coverage, connectivity, load balancing, security, reliability, scalability, and network lifetime. Researchers are looking tow...
Article
Full-text available
Border surveillance is indeed one of the most pertinent applications of wireless sensor networks, primarily used for security purposes such as intrusion detection in border regions or protected areas. In order to detect unauthorized access or penetration through the region of interest, sensor nodes are deployed to form barriers, that acts as the pe...
Article
In order to solve the critical issues in Wireless Sensor Networks (WSNs), with concern for limited sensor lifetime, nature-inspired algorithms are emerging as a suitable method. Getting optimal network coverage is one of those challenging issues that need to be examined critically before any network setup. Optimal network coverage not only minimize...
Book
This book constitutes selected and revised papers of the First International Conference on Artificial Intelligence and Sustainable Computing for Smart City, AIS2C2 2021, held in Greater Noida, India, in March 2021. Due to the COVID-19 pandemic the conference was held online. The 17 full papers and 3 short papers included were thoroughly reviewed...
Preprint
Full-text available
In order to solve the critical issues in Wireless Sensor Networks (WSNs), with concern for limited sensor lifetime, nature-inspired algorithms are emerging as a suitable method. Getting optimal network coverage is one of those challenging issues that need to be examined critically before any network setup. Optimal network coverage not only minimize...
Article
Full-text available
Intrusion detection is a very sensitive and major concern in wireless sensor networks. In border areas, sensors are installed to discover the presence of enemies or any trace passing in a prohibited area or any vicious moving object in the region of interest. In order to gain access to a region of interest, an intruder can take various paths, i.e.,...
Article
Full-text available
Node localisation is one of the significant concerns in Wireless Sensor Networks (WSNs). It is a process in which we estimate the coordinates of the unknown nodes using sensors with known coordinates called anchor nodes. Several bio-inspired algorithms have been proposed for accurate estimation of the unknown nodes. However, use of bio-inspired alg...
Article
Full-text available
A relay‐based wireless communication model can relay information along with the power bidirectionally using the amplify‐and‐forward scheme. This paper studies such model extensively. Three information and power relaying protocols, that is, time‐based switching relaying, power‐based splitting relaying, and hybrid time switching‐based and power split...
Preprint
Full-text available
Three techniques, i.e., PSR, TSR and HTPSR relaying, are used at the relay. All three methods are applied to study the throughput performance of the system. It has been observed that out of these three, HTPSR shows better result followed by PSR and TSR. It has been observed that relay placement has a significant effect on the throughput of the syst...
Article
Full-text available
Wireless sensor networks (WSNs) are growing rapidly in various fields of commerce, medicine, industrial, agriculture, research, meteorology, etc. that eases complicated tasks. The most active and recent research areas in wireless sensor networks are deployment strategies, energy efficiency and coverage. Besides energy harvesting, network lifetime o...
Article
Background A comprehensive approach to Canonical Correlation Analysis (CCA) technique that explicitly enhances data interpretation by encountering semantic barriers in communication is proposed. Object To the extent that there exist potential inconsistencies due to redundancy and misinterpretation of data attributes, compatibility with respect to...
Article
Wireless sensor networks (WSNs) found application in many diverse fields, starting from environment monitoring to machine health monitoring. The sensor in WSNs senses information. Sensing and transmitting this information consume most of the energy. Also, this information requires proper processing before final usages. This paper deals with minimis...
Article
Aims In the context of modern times where most of the network infrastructure is technology dependent, it becomes imperative to cumulate the perceptive regarding the contrivance of the concept of correlational analysis in communication domain as well. Hence, a Canonical Corelational Analysis (CCA) based Signal-to-Noise Ratio (SNR) estimation scheme...
Chapter
In the mobile ad hoc networks, there exist various challenges in packet data delivery mechanism. Few of the challenges due to which packet delivery fails are route failure and congestion. Because of these effects, it is very stiff to provide data delivery in an efficient way. So we propose a cross-layer approach in which a buffer is initialized in...
Conference Paper
Air contamination is an imperative issue to ruminate about in the current natural circumstance as it impacts affects human health and ecological balance. In the present situation, different innovations are accessible which can monitor the nature of air. The proposed sensor structure means to check Carbon Monoxide (CO), dust particles and humidity e...
Article
A video-on-demand (VoD) application system over mobile ad hoc networks typically requires particular quality of service (QoS) parameters to be achieved. In this paper, we have proposed a novel QoS-based routing protocol called as mobile VoD protocol. This protocol has been developed for improving the QoS of the mobile VoD system (normal Mobi_VoD ap...
Conference Paper
This paper deals with the idea of wireless energy harvesting and energy transfer used to establish communication between devices in a wireless network. Wireless energy harvesting and transfer has proved to be very advantageous in areas like WSN in which this technique not only improve the nodes lifetime but also makes the communication eco-friendly...
Conference Paper
Air pollution is an important issue to ruminate about in current environmental situation it has major impact on human health and on nature's own environment balance system. In current scenario various technologies are available which can monitor the quality of air. Objective is to present a system model which can facilitate the assessment of health...
Conference Paper
Men is a social animal and he needs to communicate to the people around him. There is a great demand of information sharing which uses wired and wireless mediums to transmit information from one point to another. Wireless transmission is getting more and more attention and is the most popular method of information sharing. When a signal travels thr...
Article
Full-text available
Wireless sensor networks suffer from a wide range of faults and anomalies which hinder their smooth working. These faults are even more significant for medical wireless sensor networks, which simply cannot afford such inconsistencies. To combat this issue, various fault detection mechanisms have been developed. We tried enhancing the performance of...

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Projects

Projects (2)
Project
This project aims to evaluate the potential of machine learning and artificial intelligence model to address the key problem domains of WSNs and wireless communication.
Project
We investigate how the nature inspired intelligence optimization solves the critical issues in wireless communications and WSNs more efficiently.