TaskIn this exercise, you will train many multilayer perceptrons (MLP) to approximate the class label posteriors, using maximum likelihood parameter estimation (equivalently, with minimum average cross-entropy loss) to train the MLP. Then, you will use the trained models to approximate a MAP classification rule in an attempt to achieve minimum probability of error (i.e. to minimize expected loss with 0-1 loss assignments to correct-incorrect...
Question: The learning outcomes that are assessed by this coursework are: 1. Understanding the subject specific issues relating to programming mobile robots 2. Understanding and being able to program using the basic architectures to control robots 3. Understanding and being able to program to execute navigation, sensor data analysis and actuator control for mobile robots. When completed you are required to submit your coursework to: 1. ...
Question: The learning outcomes that are assessed by this coursework are: 1.A comprehensive knowledge and understanding of the scientific principles and methodology of System Engineering and AI; including the hardware, software and applications of AI systems. 2.Ability to carry out research and apply system engineering and AI concepts for analysis of engineering systems and AI solutions. Ability to apply system engineering and AI tools fo...
ObjectiveIn this exercise we will design Control, a simple state machine that controls ALU_machine_4_bit. Block Register will also be designed. This lab will be completed individually. Register and Control – Block Level Verification In this step a test plan for Register and Control will be written, the test-bench will be designed, and the test plan will be executed. You may perform each of these steps once if you consider Register an...
Creating and Using Simulated Daq Devices1. To create and use simulated Daq devices. 2. To acquire data from a Thermistor sensor and display the measured temperature. 3. To design and build a LabVIEW interface to the thermistor sensor circuit on. 4. To acquire the output voltage of a Wheatstone bridge using a simulated Daq device. 5. To design and implement a LabVIEW interface to measure the change in resistance of a strain gage mounted on ...
Part 1 – single resistorsProcedure In this lab we will use simulations to explore the relationship among voltage, current, and resistance in a simple electrical circuit. Part 1 – single resistors Go to PHET Ohm's Law (https://phet.colorado.edu/sims/html/ohms-law/latest/ohms-law_en.html) simulation. You should be able to click on the arrow in the middle of the display to run it, or, if you want, you can download it onto you...
SECTION AYou should only answer the number of questions required above. If you answer more than this, your answers will be marked in the order they appear in your answer sheets, up to and including the required number. Any additional answers will not be marked. Please cross out any work that you do not wish the marker to consider. Please check your work to ensure you have answered the correct number of questions and they are clearly numbered. ...
Question: Please submit a single pdf or docx file with your worked answers following the guidance provided in the folder “May 2020 Exam Guidance”. If possible, please name your answer file following the format Please indicate the questions that you have attempted in the first page of your file. You must submit your single file using the Turnitin link labelled “Paper exam submission - May 2020” in the Paper Exam Subm...
Question 1Where a student exceeds this limit, the marker will stop reading when they judge that the work exceeds the limit and will indicate on the text where they stop reading. A mark will only be awarded for content up to this point. Please note this is a maximum page limit, you do not have to use all the permitted pages in your answers. Your page count must be declared on the front page of your submission. a) What are the energies in el...
Question: The coursework requires you to design and implement a connected WSN system/sub-systems that utilises an embedded microcontroller acting as node(s) controller as well as a gateway connection to other systems/sub-systems. As per the typical arrangement of WSN in Figure 1, you are required to include the following in your practical design: • A master node/component with embedded microcontroller. • At least two slave nodes, ...
Part 1: Convolution for Signal ManipulationPart 1: Convolution for Signal Manipulation Create a Signal: Open the MATLAB editor and create a script file. In your script, create a discrete-time signal x[n] that is 20 samples in length. Start with this signal containing all zeros (i.e., we are “initializing” the signal). The easiest way to do this is to write: >> x = zeros(20,1);In your script file, make your signal x[n] equal t...
Question: PLEASE READ ALL INSTRUCTIONS AND INFORMATION CAREFULLY. This assignment contributes 100% to your final module mark. Please ensure that you retain a duplicate of your assignment. We are required to send samples of student work to the external examiners for moderation purposes. It will also safeguard in the unlikely event of your work going astray. a) Contrast the similarities and differences between Just in Time (JIT) and Lean manuf...
Question: The learning outcomes that are assessed by this coursework are: • Calculate, from basic physical principles, energy outputs from key renewable and low carbon technologies. • Evaluate the advantages and limitations of renewable and low carbon technologies in the context of existing energy systems. • Appraise the options and barriers for moving towards more sustainable energy systems. • Critically evaluate energ...
Demonstrate knowledge and critical understanding of sensors and transducers typically encountered in engineering applicationsThis assignment assesses the level to which the candidate achieves the following learning outcomes: 1- Demonstrate knowledge and critical understanding of sensors and transducers typically encountered in engineering applications. 2. Understand critically the practical aspects of sensor use and type. 3. Demonstrate kno...
Task In this lab, you will implement an adaptive noise canceller with the LMS and RLS algorithms. In the home directory on Canvas, there is a file named hw3data.mat that contains several audio files sampled at 22kHz. You can use any of these signals as the reference or the desired signal, but to make sure your code is working, for the first trial I suggest using noise as the noisy reference signal, and voice as the desired signal. As a first exa...