My Account | Careers | Downloads | Blog

PROJECT TITLE :

A Bernoulli Filter for Extended Target Tracking Using Random Matrices in a UWB Sensor Network

ABSTRACT:

During this paper, we have a tendency to propose a replacement tractable Bernoulli filter based on the random matrix framework to track an extended target in an ultra-wideband (UWB) sensor network. The ensuing filter jointly tracks the kinematic and form parameters of the target and is termed the extended target Gaussian inverse Wishart Bernoulli (ET-GIW-Ber) filter. Closed kind expressions for the ET-GIW-Ber filter recursions are presented. A clustering step is inserted into the measurement update stage in order to possess a computationally tractable filter. Still, a replacement technique that's per the applied clustering technique is embedded into the filter recursions so as to adaptively estimate the time-varying number of measurements of the extended target. The simulation results demonstrate the strong and effective performance of the proposed filter. Furthermore, real information collected from a UWB sensor network are used to assess the performance of the proposed filter. It is shown that the proposed filter yields a terribly promising performance in estimation of the kinematic and form parameters of the target.


Did you like this research project?

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

PROJECT TITLE :Extracting, Tracking, and Visualizing Magnetic Flux Vortices in 3D Complex-Valued Superconductor Simulation DataABSTRACT:We propose a method for the vortex extraction and tracking of superconducting magnetic flux
PROJECT TITLE :Sparse EEG Source Localization Using Bernoulli Laplacian PriorsABSTRACT:Supply localization in electroencephalography has received an increasing amount of interest in the last decade. Solving the underlying ill-posed
PROJECT TITLE :Cellular Production Lines With Asymptotically Reliable Bernoulli Machines: Lead Time Analysis and ControlABSTRACT:Cellular lines are production systems consisting of cells comprised of machines performing similar
PROJECT TITLE :New Object Detection, Tracking, and Recognition Approaches for Video Surveillance Over Camera NetworkABSTRACT:Object detection and tracking are 2 fundamental tasks in multicamera surveillance. This paper proposes
PROJECT TITLE :Performance Analysis of Assembly Systems With Bernoulli Machines and Finite Buffers During TransientsABSTRACT:Serial lines and assembly systems are 2 of the most basic production system structures used in sensible

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

Project Enquiry