zeros of functionIt is known that the problem of the orthogonal projection of a point to the standard simplex can be reduced to solution of a scalar equation. In this article, the complexity is analyzed of an a
However, over time, the number of Sigma points increases rapidly, leading to an escalation in the computational complexity of the system. The MI-UKF algorithm addresses this issue by introducing a new information matrix. During each measurement, the MI-UKF algorithm utilizes this new information ...
After 600 cycling, the testing data of the batteries at multi-temperatures and eight ageing points (Cycle 0, 100, 200, 300, 400, 480, 550, and 600) are selected to establish battery model and verify the proposed algorithm. To balance the complexity of battery models for a full life cycle...
One of the techniques reduces the complexity of the inference algorithm to be linear rather than quadratic in the number of possible labels for each pixel. Another technique speeds up and reduces the memory requirements of BP on grid graphs. A third technique is a multi-grid method that makes...
The algorithm is tested over a benchmark consisting of 10 different continuous distributions. The error resulted when a continuous distribution sampled in discrete points is fitted by a DPH is also considered. Introduction Discrete phase type (DPH) distributions have been introduced and formalized in ...
Preceding chapters have mainly described various methods for sampling the different developmental stages and age groups of Mosquito populations. This chapter is concerned with analysing the numerical changes that occur in population size during the life-
Along with these appealing properties is the high computation complexity of a particle filter. For example, a UKF requires propagating 13 sample points to estimate the 3-D position and velocity of an object. However, a particle filter may require thousands of particles to obtain a reasonable esti...
Furthermore, we integrate the ability to predict an animal’s identity to assist tracking (in case of occlusions). We illustrate the power of this framework with four datasets varying in complexity, which we release to serve as a benchmark for future algorithm development....
Monte-Carlo simulations illustrate that the proposed algorithm possesses the better performance of low computational complexity, high resolution and better accuracy of self-calibration.Qi ChongyingWang YongliangZhang YongshunZhang Mingzhi齐崇英王永良张永顺...
To overcome the limitation of frame-level bit allocation, we improve H.264 rate control scheme using two tools, the incremental proportional–integral–differential (PID) algorithm and the frame complexity estimation. The incremental PID algorithm is first introduced to control the buffer and reduce ...