i. Identify the states, observations and all the related probabilities. Then, create a graphical model to show the connection between the staté and observation sequence. ii. Calculate a probability of a sequence of observations for Wet, 'Dry'}.

A First Course in Probability (10th Edition)
10th Edition
ISBN:9780134753119
Author:Sheldon Ross
Publisher:Sheldon Ross
Chapter1: Combinatorial Analysis
Section: Chapter Questions
Problem 1.1P: a. How many different 7-place license plates are possible if the first 2 places are for letters and...
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An intelligent irigation system supplies the amount of water (small or large)
to crops in a daily basis based on the observation of surrounding
temperature (hot or cold) and the condition of the soil (wet or dry).
Nevertheless, it is found that the soil condition significantly impacts the
decision compared to the surrounding temperature. Using Hidden Markov
Model and considering only the amount of water and the soil condition,
answer the following questions.
i.
Identify the states, observations and all the related probabilities. Then,
create a graphical model to show the connection between the staté
and observation sequence.
i.
Calculate a probability of a sequence of observations for Wet, 'Dry'}.
Transcribed Image Text:An intelligent irigation system supplies the amount of water (small or large) to crops in a daily basis based on the observation of surrounding temperature (hot or cold) and the condition of the soil (wet or dry). Nevertheless, it is found that the soil condition significantly impacts the decision compared to the surrounding temperature. Using Hidden Markov Model and considering only the amount of water and the soil condition, answer the following questions. i. Identify the states, observations and all the related probabilities. Then, create a graphical model to show the connection between the staté and observation sequence. i. Calculate a probability of a sequence of observations for Wet, 'Dry'}.
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