Fight sample degeneracy and impoverishment in particle filters: A review of intelligent approaches

T Li, S Sun, TP Sattar, JM Corchado - Expert Systems with applications, 2014 - Elsevier
During the last two decades there has been a growing interest in Particle Filtering (PF).
However, PF suffers from two long-standing problems that are referred to as sample …

Multisensor fusion and integration: Theories, applications, and its perspectives

RC Luo, CC Chang, CC Lai - IEEE Sensors Journal, 2011 - ieeexplore.ieee.org
The decision-making processes in an autonomous mechatronic system rely on data coming
from multiple sensors. An optimal fusion of information from distributed multiple sensors …

State estimation in nonlinear system using sequential evolutionary filter

S Yin, X Zhu, J Qiu, H Gao - IEEE Transactions on Industrial …, 2016 - ieeexplore.ieee.org
As a commonly encountered problem in the particle filters (PFs), the particle impoverishment
is caused partially by the reduction of particle diversity after resampling. In this paper, a …

Sensor-fusion and tracking method for indoor vehicles with low-density UHF-RFID tags

A Motroni, A Buffi, P Nepa… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This article presents a novel sensor-fusion method for indoor vehicle tracking. The phase of
the signals backscattered by a set of Ultra High Frequency-Radio Frequency Identification …

Multimodal approach to human-face detection and tracking

P Vadakkepat, P Lim, LC De Silva… - IEEE transactions on …, 2008 - ieeexplore.ieee.org
The constructive need for robots to coexist with humans requires human-machine
interaction. It is a challenge to operate these robots in such dynamic environments, which …

Multisensor fusion and integration: A review on approaches and its applications in mechatronics

RC Luo, CC Chang - IEEE Transactions on Industrial …, 2011 - ieeexplore.ieee.org
The objective of this paper is to review the theories and approaches of multisensor fusion
and integration (MFI) with its application in mechatronics. MFI helps the system perceiving …

Flexible indoor localization and tracking based on a wearable platform and sensor data fusion

A Colombo, D Fontanelli, D Macii… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Indoor localization and tracking of moving human targets is a task of recognized importance
and difficulty. In this paper, we describe a position measurement technique based on the …

Dealing with uncertainty in agent-based models for short-term predictions

LM Kieu, N Malleson… - Royal Society open …, 2020 - royalsocietypublishing.org
Agent-based models (ABMs) are gaining traction as one of the most powerful modelling
tools within the social sciences. They are particularly suited to simulating complex systems …

Lane-level and full-cycle multivehicle tracking using low-channel roadside LiDAR

H Liu, C Lin, B Gong, H Liu - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The ability to track multiple objects is crucial for roadside units to provide high-precision,
trajectory-based traffic data, especially for connected vehicles that require complementary …

A data fusion technique for wireless ranging performance improvement

D Macii, A Colombo, P Pivato… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
The increasing diffusion of mobile and portable devices provided with wireless connectivity
makes the problem of distance measurement based on radio-frequency technologies …