PROJECT TITLE :

Robust Estimation Method of $K$-Distribution Shape Parameter

ABSTRACT:

Parameter estimation for the -distribution plays an important role in marine radar and sonar applications. However, an outlier in the observation is an obstacle to achieving accurate and robust estimation solution of the -distribution parameter. If not handled properly, the results of estimation might be disturbed severely. To handle this downside, this paper proposes a shape parameter estimation algorithm based mostly on robust statistics. In distinction to the standard methodology of moment (MoM) approach, the proposed algorithm will scale back the interference of the outlier considerably, meanwhile retaining a high estimation potency. Simulation results confirm the good performance of the proposed method.


Did you like this research project?

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


PROJECT TITLE : Accurate and Robust Video Saliency Detection via Self-Paced Diffusion ABSTRACT: In order to estimate video saliency in the short term, traditional video saliency detection algorithms usually follow the common
PROJECT TITLE : Robust Lane Detection from Continuous Driving ScenesUsing Deep Neural Networks ABSTRACT: For autonomous vehicles and sophisticated driver assistance systems, lane recognition in driving scenes is a critical element.
PROJECT TITLE : Robust Unsupervised Multi-view Feature Learning with Dynamic Graph ABSTRACT: By modeling the affinity associations with a graph to lower the dimension, graph-based multi-view feature learning algorithms learn a
PROJECT TITLE : A Spatially Constrained Probabilistic Model for Robust Image Segmentation ABSTRACT: In probabilistic model based segmentation, the hidden Markov random field (HMRF) is used to describe the class label distribution
PROJECT TITLE : An Adaptive and Robust Edge Detection Method Based on Edge Proportion Statistics ABSTRACT: One of the most important preprocessing steps for high-level tasks in the field of image analysis and computer vision is

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

Project Enquiry