Distributed Event Localization via Alternating Direction Method of jMultipliers - 2018


This Project addresses the problem of distributed event localization using noisy vary measurements with respect to sensors with known positions. Event localization is key in several wireless sensor network applications like homeland security, law enforcement, and environmental studies. However, most existing distributed algorithms need the target event to be inside the convex hull of the deployed sensors. Based mostly on the alternating direction methodology of multipliers (ADMM), we tend to propose 2 scalable distributed algorithms named GS-ADMM and J-ADMM which do not require the target event to be within the convex hull of the deployed sensors. A lot of specifically, the 2 algorithms will be implemented in a very situation in which the entire sensor network is divided into several clusters with cluster heads collecting measurements at intervals every cluster and exchanging intermediate computation data to attain localization consistency (consensus) across all clusters. This state of affairs is very important in many applications such as homeland security and law enforcement. Simulation results confirm effectiveness of the proposed algorithms.

Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here

PROJECT TITLE : Fully and Partially Distributed Incentive Mechanism for a Mobile Edge Computing Network ABSTRACT: Computing at the network's edge has emerged as a significant focus of recent networking research. The exponential
PROJECT TITLE : PGeoTopic A Distributed Solution for Mining Geographical Topic Models ABSTRACT: The mining of geo-tagged documents for topical regions and geographical topics is one application of geographical topic models. These
PROJECT TITLE : Fast and Secure Distributed Nonnegative Matrix Factorization ABSTRACT: The nonnegative matrix factorization (NMF) technique has been utilized effectively in a number of different data mining activities. Because
PROJECT TITLE : Energy-aware cloud workflow applications scheduling with geo-distributed data ABSTRACT: The cost of electricity shifts during the course of the day and varies from one geographic location to another. Workflow applications
PROJECT TITLE : Modeling and Verification of Symbolic Distributed Applications through an Intelligent Monitoring Agent ABSTRACT: Emerging paradigms for distributed computing, such as the Internet of Things (IoT), Ambient Intelligence,

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry