problem in creating transition probability matrix .please I need someones help .Thank you

2 views (last 30 days)
Hi..I am working on creating a driving cycle for a car using markov property.In order to create a transition probability matrix I need acceleration and velocity data(2D).Initally I had velocity and time data ,I used this formula to generate acceleration diff(Speed)./diff(Time).now I have data on acc and velocity to create TPM.I have to generate a one TPM matrix and move to the next TPM matrix with some probability.I have attached a picture of the matrix which exactly I need .In the picture each cell of the matrix contain one TPM.Each cell represents the conditional Probability. P(vk+1 = v2,ak+1 = a2|vk = v1,ak = a1)
at a given cycle velocity and acceleration EXAMPLE for the specific cell: starting at a state characterized by 41 mi/h and 0.2 m/s2, the probability of acceleration increasing in the next step to 0.4 and velocity to 42 mi/h is 0.343, while the probability of cruising at exactly the same speed with zero acceleration is only 0.0132 How do I implement this .I could not succeed .Please someone you has already dealt with it help me .Thanks.
Kind regards , H.P

Answers (0)

Categories

Find more on Fourier Analysis and Filtering in Help Center and File Exchange

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!