Journal Article

·2020

Particle Filtering-Based Low-Elevation Target Tracking With Multipath Interference Over the Ocean Surface

Xiaoran Shi , Abdolreza Taheri , Tugba Cecen YTU , Nurçin Çelik

IEEE Transactions on Aerospace and Electronic Systems

Abstract

As radar signals propagate above the ocean surface to determine the trajectory of a target, the signals that are reflected directly from the target arrive at the receiver along with indirect signals reflected from the ocean surface. These unwanted signals must be properly filtered; otherwise, their interference may mislead the signal receiver and significantly degrade the tracking performance of the radar. To this end, we propose a low-elevation target tracking mechanism considering the specular and diffuse reflection effects of multipath propagation over the ocean surface simultaneously. The proposed mechanism consists of a state-space model and a particle filtering algorithm and promises considerable improvements in the capacity and accuracy of the radar tracking systems. The efficiency and accuracy of the developed target tracking method are tested and compared with an unscented Kalman filtering method in two- and three-dimensional space using a series of simulation experiments.

Keywords

Multipath interference Radar tracker Specular reflection Kalman filter Computer science Multipath propagation Tracking (education) Radar Interference (communication) Particle filter Low probability of intercept radar Elevation (ballistics) Continuous-wave radar Radar imaging SIGNAL (programming language) Remote sensing Artificial intelligence Engineering Geology Physics Telecommunications Optics Channel (broadcasting)

Subject Areas

Target Tracking and Data Fusion in Sensor Networks ·Artificial Intelligence ·Physical Sciences
Underwater Vehicles and Communication Systems ·Ocean Engineering ·Physical Sciences
Underwater Acoustics Research ·Oceanography ·Physical Sciences

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