Problem 1. Plot the probability of false alarm given threshold voltage, Vt, from 0.1 to 100...
Problem 1. Plot the probability of false alarm given threshold voltage, Vt, from 0.1 to 100 mV given a noise voltage variance of 0.2 mV.
Problem 3. Given the statistics in problem 1, find the threshold necessary to set the probability of false alarm equal to 10-4.
Problem 4. Find the signal to noise ratio for a target that results in probability of detection equal to 0.9 (90%) given the system in problem 1 and the threshold found in problem 3.
Problem 5. What should the threshold be to improve the probability of detection to 0.98 (98%) given the system in problem 4? Then calculate the probability of false alarm at that threshold.
Problem 6. Repeat problems 3, 4 and 5 but use a noise voltage variance of 0.4mV.
Problem 7. Repeat problem 4 using a 11-cell CFAR algorithm across range bins. Assume the radar has 1000 range bins and the target is in bin 50.
Homework Answers
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Problem 1. Plot the probability of false alarm given threshold
voltage, Vt, from 0.1 to 100...
1. Plot the probability of false alarm given threshold voltage, Vt, from 0.1 to 100 mV...
1. Plot the probability of false alarm given threshold voltage, Vt, from 0.1 to 100 mV given a noise voltage variance of 0.2 mV. 2. Approximate the probability of detection for the system in problem 1 given the following target voltages: a. .1 b. .2 c. .8 d. 5 e. 50
Calculate the probability of false alarm and the threshold voltage 0.59 and noise variance 1.00 below.
Calculate the probability of false alarm and the threshold voltage 0.59 and noise variance 1.00 below.
Coding for Python - The pattern detection problem – part 3: def pattern_search_max(data_series, pattern, threshold) Plea...
Coding for Python - The pattern
detection problem – part 3: def
pattern_search_max(data_series, pattern, threshold)
Please do not use
'print' or 'input' statements.
Context of the assignment is:
In this assignment, your goal is to write a Python program to
determine whether a given pattern appears in a data series, and if
so, where it is located in the data series. Please see attachments
below:
We need to consider the following cases:
Case 1 - It is possible that the...
Problem 1: Signal conditioning and ADC Given the measurement of voltage sensor in the first 20 ms that involving a seve...
Problem 1: Signal conditioning and ADC Given the measurement of voltage sensor in the first 20 ms that involving a several noises causes a drift in measurement. The measurement signal fluctuates with time as a sine wave [sin(wt), ω in rad/s, t in ms] which can be approximately divided into four sections as in the following table Section I Section II on III 9St<13.2 Section IV Time (ms)OSt<5.5 Signal (volt) V-0.5+0.1 5.5 St<9 13.2 Sts20.5 V-0.6+0.1 V-0.55+0.1 V-0.65+0.1 sin(3.41x 103t)...
Coding for Python - The pattern detection problem – part 2: def calculate_similarity_list(data_series, pattern) Please do not use 'print' or 'input' statements. Context of the assignme...
Coding for Python - The pattern detection problem – part 2:
def calculate_similarity_list(data_series,
pattern)
Please do not use 'print' or 'input'
statements.
Context of the assignment is:
In this assignment, your goal is to write a Python program to
determine whether a given pattern appears in a data series, and if
so, where it is located in the data series. Please see attachments
below:
We need to consider the following cases:
Case 1 - It is possible that the given...
SYNOPSIS The product manager for coffee development at Kraft Canada must decide whether to introduce the...
SYNOPSIS The product manager for coffee development at Kraft Canada must decide whether to introduce the company's new line of single-serve coffee pods or to await results from the product's launch in the United States. Key strategic decisions include choosing the target market to focus on and determining the value proposition to emphasize. Important questions are also raised in regard to how the new product should be branded, the flavors to offer, whether Kraft should use traditional distribution channels or...
Coding for Python - The pattern
detection problem – part 3: def
pattern_search_max(data_series, pattern, threshold)
Please do not use
'print' or 'input' statements.
Context of the assignment is:
In this assignment, your goal is to write a Python program to
determine whether a given pattern appears in a data series, and if
so, where it is located in the data series. Please see attachments
below:
We need to consider the following cases:
Case 1 - It is possible that the...
Problem 1: Signal conditioning and ADC Given the measurement of voltage sensor in the first 20 ms that involving a several noises causes a drift in measurement. The measurement signal fluctuates with time as a sine wave [sin(wt), ω in rad/s, t in ms] which can be approximately divided into four sections as in the following table Section I Section II on III 9St<13.2 Section IV Time (ms)OSt<5.5 Signal (volt) V-0.5+0.1 5.5 St<9 13.2 Sts20.5 V-0.6+0.1 V-0.55+0.1 V-0.65+0.1 sin(3.41x 103t)...
Coding for Python - The pattern detection problem – part 2:
def calculate_similarity_list(data_series,
pattern)
Please do not use 'print' or 'input'
statements.
Context of the assignment is:
In this assignment, your goal is to write a Python program to
determine whether a given pattern appears in a data series, and if
so, where it is located in the data series. Please see attachments
below:
We need to consider the following cases:
Case 1 - It is possible that the given...
SYNOPSIS The product manager for coffee development at Kraft Canada must decide whether to introduce the company's new line of single-serve coffee pods or to await results from the product's launch in the United States. Key strategic decisions include choosing the target market to focus on and determining the value proposition to emphasize. Important questions are also raised in regard to how the new product should be branded, the flavors to offer, whether Kraft should use traditional distribution channels or...
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