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

Engineering and Technology

Recommendation systems aim at recommending relevant items to the users of the system. Recommendation Systems provide efficient recommendations based on algorithms used for classification and ranking. There exist various ways by which classification can be achieved in a supervised or unsupervised manner. Since the sample datasets that are used for experiments are large and also contain more number of feature sets, it is essential to understand dataset beforehand. Also when results are shown to the user, big challenge is how well data can be ranked so that user satisfaction is guaranteed. When data sets are large, some ranking algorithms perform poorly in terms of computation and storage. Thus, these kinds of algorithms are quite expensive. We aim at developing classification and ranking algorithm which will reduce computational cost and dimensionality of data without affecting the diversity of the feature set. Dimensionality of data can be handled by SVM (Support Vector Machine). AUC (Area under the Curve) andWARP (Weighted Approximately Ranked Pairwise) algorithms are efficient for ranking of the items which are of user interest. © 2015 IEEE.

World University root node

School of Computer Engineering & Technology

12th IEEE International Conference Electronics, Energy, Environment, Communication, Computer, Control: (E3-C3), INDICON 2015

Performance analysis of classification and ranking techniques

As population is burgeoning, there is an increase in the number of vehicles on the road and hence an upsurge in the problems associated with traffic management, especially the Public Transport. There is also an increase in the number of accidents and various other traffic related issues. Intelligent Transportation System (ITS) provides the solution to most of these problems by integrating existing technologies with the underlying infrastructure. With the advent of mobile technology and the ubiquitous cellular network, real time vehicle tracking for efficient transport management has become viable. The futile long wait for a bus to arrive can be avoided by Intelligent Public Transportation System. The omnipresence of Smart Phones and their ever increasing power at a very economical price makes them one of the most attractive options for developing IOT applications. Here, an approach based on the combination of technologies like GPS and Android is discussed which can assuage passengers who commute by the means of public transport. The user is furnished with explicit information about the current location of nearest buses approaching the bus-stop on a mobile application. Using readily available Android API's, technologies like 3G network and SMS based services in the existing mobile phones can reduce the cost and size of hardware required, as well as lead to a better output. © 2016 IEEE.

2016 International Conference on Internet of Things and Applications, IOTA 2016

Integration of Smart Phone and IOT for development of smart public transportation system

MAC layer protocols play important role in wireless sensor networks to save energy and increase the lifetime of battery. In recent years, many MAC protocols are proposed to minimize the energy requirements. In this paper, we propose an adaptive WiseMAC protocol to further enhance the energy efficiency of wireless sensor networks as well as for variable traffic conditions. Proposed protocol incorporates dynamic duty cycle as well as adaptive contention window schemes. We have simulated the protocol in NS2 environment and checked the performance. It demonstrates that the proposed protocol is capable of providing higher energy efficiency for the low throughput applications in comparison to other existing sensor MAC protocols. © 2016 IEEE.

Modified WiseMAC protocol for energy efficient wireless sensor networks with better throughput

Some of the key services for 2020+ timeframe involve smart city applications requiring smart grid, smart transportation, smart medicine with connected cars, connected homes, moving robots, and sensors creating the environment of Internet of Things. 5G is the foundation access technology for IoT applications. It is being defined to handle extremely high capacity, high bandwidth, robust integrity, and low latency. It incorporates a range of innovative and disruptive technological advances. Radio and antenna system innovations include improvement in spectral efficiency, evolution of access schemes, utilization of carrier aggregation, and advances in antenna techniques. Spectrum support will not be the traditional static allocation based approach but will involve dynamic spectrum sharing and operations in the centimeter and millimeter frequency range. 5G network enhancements include ultra-lean design, separation between control and user planes, flexible duplex method, adaptable resource management, small cells, Coordinated Multi Point networking, and Heterogeneous Networks. © 2016 IEEE.

Application of 5G next generation network to Internet of Things

When dealing with the reliability of a network, it is important to maintain the network components physically connected. When all the components are connected but then also the end user is not getting the service, this means that there is performance degradation. Such performance failure of a network occurs due to the imbalance of QoS parameters such as delay, jitters, throughput, etc. It is important to detect such failure and find the counter measures for it. A service-level agreement (SLA) is an agreement between two or more parties, where one is the customer and the others are service providers. Every service provider provides certain service contract or SLA to the customer that defines all the aspects of the service in terms of scope, quality, and responsibilities. The deterioration of SLA can also lead to performance failure. In a network, all the services should offer QoS guaranties that are resilient to failure too. The QoS connection requires that the existing routing mechanism should compute a path that satisfies QoS constraints. If all nodes and links are working fine but the performance of a network degrades, then too it is a network failure. Such type of failure is called as performance failure. Performance failure can be caused due to congestion, insufficient bandwidth, large delay in packet transmission, etc. These factors must be taken into account while detecting the network failure. Our notion is to detect such performance failure and provide a path that satisfies the QoS constraints without hampering the service provided to the end user. © 2015 IEEE.

Proceedings - IEEE International Conference on Information Processing, ICIP 2015

Performance failure detection and path computation

Vibrations and shocks are present in all areas of our daily lives. They may be generated and transmitted by motors, turbines, machine tools, bridges, towers and even by the human body. The measurement of this is very crucial in as per its applications. This paper gives study of vibration measurement using a seismometer in ancient days to the accelerometer today. Study gives basic theory, construction and working of vibration measuring system used. It focuses on vibration measurement using piezo film and its advantages, disadvantages and applications. Latest triaxial miniature piezoelectric accelerometer is given with its applications over other measuring instruments.

School of Mechanical Engineering

Vibration Measurements From Seismometer To Miniature Accelerometer : A Vibration Measurements From Seismometer To Miniature Accelerometer : A Study

In the present work, different ventilated disc brake rotor configurations were analyzed to enhance the heat transfer rate and obtain the uniform temperature distribution in the rotor. CFD code used in this work was validated using experimental results obtained by conducting experiments on a test rig. The experimental analysis was performed to calculate the mass flow rate and heat dissipation through the rotor. Further, different types of rotor configurations viz. straight radial vane (SRV), Tapered radial vane (TRV), Alternate long and short vane (ALSV), variable diameter circular pillars (VDCP) were considered for the analysis. A rotor segment of 20° was considered for the numerical analysis due to its rotational symmetry. CFD results were in good agreement with the experimental analysis. The maximum deviation of the numerical results were about 12% from the experimental results. It is found from the analysis that among the different types of rotor configurations; variable diameter circular pillars (VDCP) rotor gives better rate of heat dissipation with more uniform temperature distribution in the flow passages. Hence for modern high speed vehicles VDCP rotor may be more appropriate. Copyright © 2016 by ASME.

ASME 2016 Heat Transfer Summer Conference, HT 2016, collocated with the ASME 2016 Fluids Engineering Division Summer Meeting and the ASME 2016 14th International Conference on Nanochannels, Microchannels, and Minichannels

Experimental analysis and investigation for thermal performance of ventilated disc brake rotor using CFD

Mohsin, Shreerang Nandanwar “Home Automation and Security System Using Android ADK” in International Journal of Electronics Communication and Computer Technology (IJECCT) Volume

Mohd

This paper solves the problem of prevention of asthma attacks, and also it can predict a future asthma attack based on prevalent asthma triggers. The system forms an opinion of the everyday condition of the user, for example, if the user is doing fine today but might not be fine tomorrow. With the help of neural networks, it is possible to predict precisely and correct the user habits. A user who is not an asthma patient but thinks he may have the disease can also use this system. Monthly reports are generated of every user stating whether the patient's condition has worsened or got better. © 2015 IEEE.

Proceedings of the 2015 IEEE 3rd International Conference on MOOCs, Innovation and Technology in Education, MITE 2015

Rule extraction for detection and prevention of asthma attacks

In recent years, robotics in agriculture sector with its implementation based on precision agriculture concept is the newly emerging technology. The main reason behind automation of farming processes are saving the time and energy required for performing repetitive farming tasks and increasing the productivity of yield by treating every crop individually using precision farming concept. Designing of such robots is modeled based on particular approach and certain considerations of agriculture environment in which it is going to work. These considerations and different approaches are discussed in this paper. Also, prototype of an autonomous Agriculture Robot is presented which is specifically designed for seed sowing task only. It is a four wheeled vehicle which is controlled by LPC2148 microcontroller. Its working is based on the precision agriculture which enables efficient seed sowing at optimal depth and at optimal distances between crops and their rows, specific for each crop type. © 2016 IEEE.