Rank: 5 based on 12046 downloads (last 30 days) and 65 files submitted

Yi Cao

E-mail: y.cao@cranfield.ac.uk
Company/University: Cranfield University
Lat/Long: 52.073917, -0.628756

Personal Profile:: http://www.cranfield.ac.uk/soe/profiles/y_cao.jsp
Professional Interests:

Files

Files Posted by Yi				View all 1 - 5 of 65
Updated	File	Tags	Downloads (last 30 days)	Comments	Rating
04 Nov 2009	Multivariable Subspace Identification: MOESP A tool for subspace identification using the MOESP algorithm. Author: Yi Cao	subspace identifica, state space identific..., system identification	188	1	5.0 5.0 \| 2 ratings
04 Nov 2009	Probability Density Function (PDF) Estimator (V2.3) An estimate of probability density function of the given random data with bounded support. Author: Yi Cao	probability density f..., probability function, statistics, probability	343	5	4.75 4.8 \| 4 ratings
25 Sep 2009	MPC Tutorial IV: DMC Simulink Block and Example A DMC Simulink blick with a demonstration example based the MATLAB demo, heatex Author: Yi Cao	simulink, tutorial, heat exchanger, mpc, dmc	201	0
01 Apr 2009	Configurable Simulink Model for DC-DC Converters with PWM PI Control A Simulink model configurable to buck, boost and buck-boost DC-DC converters with PWM PI control Author: Yi Cao	buck converter, electronics, dc converter, pi control, pwm control	423	12	4.1875 4.2 \| 17 ratings
28 Feb 2009	Bidirectional Branch and Bound Solvers for Worst Case Loss Minimization Two branch and bound solvers using worst case loss criterion to select controlled variables. Author: Yi Cao	branch and bound, optimization, combinatorial optimiz..., singular value, global optimization, eighenvalue	137	4	4.2 4.2 \| 5 ratings

Comments and Ratings by Yi		View all 1 - 5 of 21
Updated	File	Comments	Rating
20 Aug 2009	Pareto Front Two efficient algorithms to find Pareto Front Author: Yi Cao	Yes, you can. For a higher dimension, you have to provide much more data points. HTH Yi
21 Jun 2009	Learning the Unscented Kalman Filter An implementation of Unscented Kalman Filter for nonlinear state estimation. Author: Yi Cao	Peter, This means the iteration of ukf is unstable. You have to adjust P, Q, etc to make it stable. Yi
06 Jun 2009	Learning the Unscented Kalman Filter An implementation of Unscented Kalman Filter for nonlinear state estimation. Author: Yi Cao	Right. However, K=P12inv(P2). Hence, KP2 = P12. This leads to KP2K' = P12K'. Therefore, P=P1-P12K'. HTH Yi
28 Apr 2009	Learning the Extended Kalman Filter An implementation of Extended Kalman Filter for nonlinear state estimation. Author: Yi Cao	For continuous-time EKF, please look at http://www.mathworks.com/matlabcentral/fileexchange/18485
21 Apr 2009	NVIDIA CUDA-based bilinear (2D) interpolation Incredible speed boost in comparison to the Matlab implementation. (interp2) Author: Gerald Buchgraber	The code works as described. On my GeForce 8400 GPU, it can achieve over 200 on relative speedup. The nvmex compiler also works smoothly on MATLAB R2009A. Excellent!

Comments and Ratings on Yi's Files			View all 1 - 5 of 275
Updated	File	Comment by	Comments	Rating
02 Nov 2009	Hungarian Algorithm for Linear Assignment Problems (V2.1) An extremely fast implementation of the Hungarian algorithm on a native Matlab code. Author: Yi Cao	James
22 Oct 2009	Bivariant Gaussian Kernel Density Estimation A too for bivariant probability density estimation using Gaussian kernel function. Author: Yi Cao	Jandreau, Tyler
21 Oct 2009	Pareto Front Two efficient algorithms to find Pareto Front Author: Yi Cao	Buzatu, Pompilia	Can anyone explain to me how to use these files? :-/ Thank you!
27 Aug 2009	Kernel Smoothing Regression A non-parametrical regression (smoothing) tool using Gaussian kernel. Author: Yi Cao	, cf	It works very well and friendly.
20 Aug 2009	Pareto Front Two efficient algorithms to find Pareto Front Author: Yi Cao	Cao, Yi	Yes, you can. For a higher dimension, you have to provide much more data points. HTH Yi

Top Tags Applied by Yi	1 - 5 of 194
optimization, probability, statistics, games, contest

Files Tagged by Yi				View all 1 - 5 of 70
Updated	File	Tags	Downloads (last 30 days)	Comments	Rating
04 Nov 2009	Multivariable Subspace Identification: MOESP A tool for subspace identification using the MOESP algorithm. Author: Yi Cao	subspace identifica, state space identific..., system identification	188	1	5.0 5.0 \| 2 ratings
04 Nov 2009	Probability Density Function (PDF) Estimator (V2.3) An estimate of probability density function of the given random data with bounded support. Author: Yi Cao	probability density f..., probability function, statistics, probability	343	5	4.75 4.8 \| 4 ratings
25 Sep 2009	MPC Tutorial IV: DMC Simulink Block and Example A DMC Simulink blick with a demonstration example based the MATLAB demo, heatex Author: Yi Cao	simulink, tutorial, heat exchanger, mpc, dmc	201	0
08 Apr 2009	Finding the Similar Entries: A Quantitative Approach based on CPU Runtime Behavior Entry to Matlab contest Spring 2009 Author: C Jethro Lam	vis2009	27	7	3.8 3.8 \| 5 ratings
07 Apr 2009	Been there done that Depicting the progression of code originality. Author: Rajiv Narayan	vis2009	16	2	1.0 1.0 \| 1 rating

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