Papers by Basavaraj Madagouda
International journal of engineering research and technology, 2013
With the increasing importance of corruption has become a major factor to be considered as a resu... more With the increasing importance of corruption has become a major factor to be considered as a result the number of vehicles and rapid development of population are growing in our everyday life. The process of developing ERTO Management, Automation of Road Transport Department through Cellular Network has gained major attention by traffic police, RTO officers and public. Now a day’s population has become a major factor to be considered as a result the number vehicles are growing with increasing problems of vehicle registration management, license registration, emission, insurance etc for RTO departments and to handle user and vehicle document verification by traffic police officers. Now a day’s many people are purchasing two wheelers, four wheelers etc. So the RTO employees having lot of work burden of making registration, License issue, transfer etc., which required lot of paper work. As a result people cannot get the things done in right time, which waste the time, energy. Similarly...
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Advances in Science, Technology and Engineering Systems Journal, 2021
A R T I C L E I N F O A B S T R A C T Article history: Received: 15 December, 2020 Accepted: 31 J... more A R T I C L E I N F O A B S T R A C T Article history: Received: 15 December, 2020 Accepted: 31 January, 2021 Online: 25 February, 2021 Wireless sensor networks (WSNs) are having large demands in enormous applications for the decade. The main issue in WSNs is estimating the exact location of unknown nodes. All applications are dependent on the location information of unknown nodes in WSNs. Location information of mobile anchor node is used to estimate the location of unknown nodes. A new approach is implemented in this paper for the localization of unknown nodes using Artificial Neural Networks. Specifically, a neural feed network is used for the indoor position process. Also several neural network configuration sets have been tested, which includes Bayesian regularisation (BR), Levenberg-Marquardt (LM), resilient back propagation (RP), Scaled Conjugate Gradient (SCG) and Degree Descent (SCG),etc. At the end results are simulated using MATLAB and Mean Square Error is calculated and ...
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International Journal of Scientific Research in Computer Science, Engineering and Information Technology
Wireless networks provide small sensing, machine and wireless networking nodes. Different designs... more Wireless networks provide small sensing, machine and wireless networking nodes. Different designs and implementation techniques were built based on the device requirements for wireless network sensors (WSN). Sensor networks are used in various applications, such as environmental monitoring, home automation, military applications, etc. In this study introduce an architectural survey and deployment of nodes in the Wi-Fi Sensor network in this article. The environmental features that can be added to the sensor networks are given. The program relies on the node installed in the WSN and is deterministic or random. But the biggest issue in both cases is the coverage of the region involved. Researcher also describe WSN routing protocols. In this paper, a new technique to deployment problem is proposed based on the artificial bee colony (ABC) algorithm which is enhanced for the deployment of sensor networks to gain better performance by trying to increase the coverage area of the network an...
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2019 IEEE Pune Section International Conference (PuneCon), 2019
Wireless sensor networks (WSN) usage in numerous applications that increased need has risen to ex... more Wireless sensor networks (WSN) usage in numerous applications that increased need has risen to explore more efficient and effective manner. Localization is an important issue that can bring efficiency to WSNs. Localization depicts to calculation of the actual location of unknown nodes in network. This paper focuses on the comparison and analysis of Multi-Layer Perceptron Neural Networks (MLPNN) and Radial Basis Function Neural Networks (RBFNN) for the development of localization framework in WSNs. Using Received Signal Strength Indicator (RSSI) determination of the location a static sensor node on 100 100 m 2 grids from three anchor nodes with fixed positions. The simulation results effectually signify that MLPNN has better localization accuracy as compared to RBFNN.
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INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY
Wireless sensor networks (WSNs) nodes are commonly designed to work with limited resources of mem... more Wireless sensor networks (WSNs) nodes are commonly designed to work with limited resources of memory, energy and processing. The routing protocol is one of the key components of WSNs and its features impact network performance significantly. We present an efficient Multi-Parent Hierarchical (MPH) routing protocol for wireless sensor networks; its main goal is to achieve reliable delivery of data in a single sink scenario while keeping low overhead, reduced latency and low energy consumption. The main features of MPH are self-configuration, hierarchical topology, persistence according to link quality, and source routing from sink to nodes. Network performance simulations of the MPH routing protocol are carried out and compared with popular protocol, AODV. Results show that for the single sink scenario, the MPH protocol has an energy saving of 35% against AODV. MPH has 27% less overhead compared with AODV. And MPH presents a 10% increase in packet delivery compared with AODV. Finally,...
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Communications in Computer and Information Science, 2012
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Papers by Basavaraj Madagouda