PROJECT TITLE:

Distributed Sensing for High-Quality Structural Health Monitoring Using WSNs - 2015

ABSTRACT:

Due to the low cost and ease of deployment, wireless sensor networks (WSNs) are emerging as sensing paradigms that the structural engineering field has begun to consider as substitutes for traditional tethered structural health monitoring (SHM) systems. Different from other applications of WSNs such as environmental monitoring, SHM applications are much more data intensive and it is not feasible to stream the raw data back to the server due to the severe bandwidth and energy limitations of low-power sensor networks. In-network processing is a promising approach to address this problem but designing distributed versions for the sophisticated SHM algorithms is much more challenging because SHM algorithms are computationally intensive, and involve data-level collaboration of multiple sensors. In this paper, we select a classical SHM algorithm: the eigen-system realization algorithm (ERA), and propose a few distributed ERAs suitable for WSNs. In particular, we first design a method to incrementally calculate the ERA and then propose three schemes upon which the incremental ERA can be carried out along an Hamiltonian path, along a path in the minimum connected dominating set (MCDS) and along the shortest path tree (SPT). The efficacy of these schemes are demonstrated and compared through both simulation experiment. We believe the proposed schemes can also serve as a guideline when applying WSNs for other applications like SHM which are also data-intensive and involve sophisticated signal processing of collected information.


Did you like this research project?

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


MTechProjects.com offering final year NS2 Based Parallel & Distributed MTech Projects, Parallel & Distributed IEEE Projects, IEEE Parallel & Distributed Projects, Parallel & Distributed MS Projects, NS2 Based Parallel & Distributed
MTechProjects.com offering final year .Net Based Parallel & Distributed MTech Projects, Parallel & Distributed IEEE Projects, IEEE Parallel & Distributed Projects, Parallel & Distributed MS Projects, .Net Based Parallel & Distributed
MTechProjects.com offering final year Java Based Parallel and Distributed MTech Projects, Parallel and Distributed IEEE Projects, IEEE Parallel and Distributed Projects, Parallel and Distributed MS Projects, Java Based Parallel
PROJECT TITLE :MetaFlow: A Scalable Metadata Lookup Service for Distributed File Systems in Data Centers - 2018ABSTRACT:In massive-scale distributed file systems, efficient metadata operations are vital since most file operations
PROJECT TITLE :Distributed Feature Selection for Efficient Economic Big Data Analysis - 2018ABSTRACT:With the rapidly increasing popularity of economic activities, a large amount of economic data is being collected. Although

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

Project Enquiry