Improved multi-target tracking algorithm based on SMC-CBMeMBer for the airborne Doppler radar

Improved multi-target tracking algorithm based on SMC-CBMeMBer for the airborne Doppler radar

To effectively suppress clutter in airborne Doppler radar and improve multi-target tracking (MTT) performance, this study proposes an improved MTT algorithm based on Sequential Monte Carlo Cardinality Balanced Multi-target Multi-Bernoulli (SMC-CBMeMBer) filter. Firstly, the filter introduces Doppler...

Full description

Bibliographic Details
Main Authors:	Muyang Luo, Hemin Sun, Weihua Wu, Xin Xie, Surong Jiang
Format:	Article
Language:	English
Published:	Wiley 2019-08-01
Series:	The Journal of Engineering
Subjects:	monte carlo methods target tracking doppler radar filtering theory radar tracking radar clutter interference suppression airborne radar state estimation filtering update stage smc-cbmember airborne doppler radar sequential monte carlo cardinality balanced multitarget multibernoulli filter doppler information multitarget tracking algorithm likelihood function mtt algorithm
Online Access:	https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0361

Similar Items

Labelled GM-CBMEMBER filter with adaptive track initiation
by: Hemin Sun, et al.
Published: (2019-07-01)

Joint Tracking and Classification of Multiple Targets with Scattering Center Model and CBMeMBer Filter
by: Ronghui Zhan, et al.
Published: (2020-03-01)

Adaptive cardinality balanced multi-target multi-Bernoulli filter based on cubature Kalman
by: Haihuan Wang, et al.
Published: (2019-09-01)

Radar Signal Processing for Jointly Estimating Tracks and Micro-Doppler Signatures
by: Thomas Wagner, et al.
Published: (2017-01-01)

A Novel Target Tracking Algorithm for Simultaneous Measurements of Radar and Infrared Sensors
by: GHAZAL, M., et al.
Published: (2016-08-01)

Kalman filtering : With a radar tracking implementation
by: Svanström, Fredrik
Published: (2013)

Target separation detection and motion parameter estimation method based on time-varying autoregressive model
by: Yaolin Zhang, et al.
Published: (2019-09-01)

Development of a software defined radar environment simulator
by: Joubert, Anton Francois
Published: (2012)

Tracking Multiple Targets from Multistatic Doppler Radar with Unknown Probability of Detection
by: Cong-Thanh Do, et al.
Published: (2019-04-01)

Performance Comparison of the IMMPDAF Algorithm Using Real and Simulated Radar Measurements
by: Marcelo Lucena de Souza, et al.
Published: (2016-04-01)

Modifikacija konvencionalnih radara na bazi koncepta softverskog radara / Conventional radars modification on the software radar concept basis
by: Dejan Ivković
Published: (2007-04-01)

Étude d'un radar cohérent fonctionnant en mode pulsé : application à la surveillance maritime.
by: Mangini, Geoffroy
Published: (2013)

Drone Detection with Chirp‐Pulse Radar Based on Target Fluctuation Models
by: Byung‐Kwan Kim, et al.
Published: (2018-04-01)

Distributed radar fusion and recurrent networks for classification of continuous human activities
by: Fioranelli, F., et al.
Published: (2022)

An Experimental Multi-Target Tracking of AM Radio-Based Passive Bistatic Radar System via Multi-Static Doppler Shifts
by: Xueqin Zhou, et al.
Published: (2021-09-01)

Drop-size distributions as revealed by pulsed doppler radar
by: Wilson, Dean Andrew, 1938-
Published: (1963)

Doppler-only synthetic aperture radar
by: Chua, Cheng Lock Charles.
Published: (2012)

Measurements of Surface River Doppler Velocities With Along-Track InSAR Using a Single Antenna
by: Filippo Biondi, et al.
Published: (2020-01-01)

Algorithm Design for Driver Attention Monitoring
by: Sjöblom, Olle
Published: (2015)

From conventional to delay/Doppler altimetry
by: Halimi, Abderrahim
Published: (2013)

Doppler centroid ambiguity estimation for synthetic aperture radar
by: Kavanagh, Patricia F.
Published: (2010)

Hybrid Particle Filter Based Dynamic Compressed Sensing for Signal-Level Multitarget Tracking
by: Jing Liu, et al.
Published: (2020-01-01)

Portable Microwave Radar Systems for Short-Range Localization and Life Tracking: A Review
by: Zhengyu Peng, et al.
Published: (2019-03-01)

Micrometer Sensing With Microwaves: Precise Radar Systems for Innovative Measurement Applications
by: Fabian Michler, et al.
Published: (2021-01-01)

Radio Frequency Signal Strength Based Multitarget Tracking With Robust Path Planning
by: Mair, E., et al.
Published: (2023)

Performance Analysis and Design Strategy for a Second-Order, Fixed-Gain, Position-Velocity-Measured (α-β-η-θ) Tracking Filter
by: Kenshi Saho, et al.
Published: (2017-07-01)

Cascaded Kalman filter for target tracking in automotive radar
by: Yang Li, et al.
Published: (2019-07-01)

An Improved Extended Kalman Filter for Radar Tracking of Satellite Trajectories
by: Milca de Freitas Coelho, et al.
Published: (2021-08-01)

A Review on Low-Cost Microwave Doppler Radar Systems for Structural Health Monitoring
by: Davi V. Q. Rodrigues, et al.
Published: (2021-04-01)

SAR ground moving target's along-track velocity estimation in the complex image domain via SoWVD
by: Zuzhen Huang, et al.
Published: (2019-08-01)

RADAR CLIMATOLOGY OF HAIL IN THE APUSENI MOUNTAINS
by: N. MAIER, et al.
Published: (2011-03-01)

Track-before-detect algorithm for airborne radar system
by: Yaru Wang, et al.
Published: (2019-09-01)

A Novel Robust Interacting Multiple Model Algorithm for Maneuvering Target Tracking
by: GHAZAL, M., et al.
Published: (2017-08-01)

IPDA filters in the sense of Gaussian mixture PHD algorithm
by: Radosavljević Zvonko
Published: (2016-01-01)

Determination of Bragg Scatter in an Aircraft Generated Wake Vortex System for Radar Detection
by: Myers, Theodore J.
Published: (2014)

Robust Cognitive Radar Tracking Based on Adaptive Unscented Kalman Filter in Uncertain Environments
by: Lei Zhong, et al.
Published: (2020-01-01)

ANALYSIS OF THE STATE OF THE DEVELOPMENT OF AIRBORNE RADARS OF DOMESTIC AND FOREIGN PRODUCTION
by: E. E. Nechayev, et al.
Published: (2016-11-01)

FPGA-Based Coherent Doppler Processor for Marine Radar Applications
by: Abdelbagi, Hamdi Eltayib
Published: (2016)

Application of Evolution Strategies to the Design of Tracking Filters with a Large Number of Specifications
by: Portas Juan A Besada, et al.
Published: (2003-01-01)

δ-GLMB filter based on DI in a clutter
by: Hua-fu Peng, et al.
Published: (2019-08-01)