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As mentioned before, there are three different methods in dealing with the dynamic model: training and learning, a fixed constant-velocity model, and a velocity adaptive model.
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Velocity-Adaptive Particle Filter.
All the three papers used the velocity-adaptive model as the system dynamic model, called Velocity-Adaptive Particle Filter (VAPF).
Compared to Continuously Adaptive Mean-Shift (CAM-Shift), standard particle filter (PF), Velocity-Adaptive Particle Filter (VAPF), and Memory-based Particle Filter (M-PF), the proposed tracker was superior for objects moving with large random velocities and accelerations.
This section briefly overviews the main concepts of related methods that are discussed in this paper, including the color distribution model used in all of the discussed methods, the basic formulae of the PF used for visual tracking, and the velocity-adaptive model.
The result is an asymptotic synthetic jet actuator-based limit cycle oscillation regulation control method, which does not require velocity measurements, adaptive laws, or function approximators in the feedback loop.
The increase in sperm length was found to be associated with enhanced swimming velocity, an adaptive trait under sperm competition.
a Velocity model, b adaptive focused beam, c Gaussian beam.
The velocity observer based adaptive control of flexible-joint free-floating space manipulators with parametric uncertainties and modeling errors is addressed.
The use of an adaptive velocity space in the AUGKS becomes necessary to simulate such a flow and to control the computational cost to a tolerable level.
Shahgholian et al.'s research copes with power system stabilizer and flexible alternating current transmission systems control approach coordinated design via adaptive velocity update relaxation particle swarm optimization algorithm.
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