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Development of signal analysis algorithm

€1500-3000 EUR

Closed
Posted over 6 years ago

€1500-3000 EUR

Paid on delivery
Development of an algorithm to study the instantaneous coherence between two non-stationary signals using a time-frequency analysis methods, the hilbert-huang transform (using the EEMD - ensemble empirical mode decomposition - approach). This algorithm should receive as input two signals (each with two colummns, the first being the time, the second the scalar) and should output a 2d colour coherence spectra, color coded and with X being the time and Y the "frequency". Should be developed either in matlab or in python. Regards,
Project ID: 15382468

About the project

29 proposals
Remote project
Active 6 yrs ago

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29 freelancers are bidding on average €2,711 EUR for this job
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Having more than 6 years of experience in signal processing using Matlab I believe that I am the best fit for this task. I have really good expertise in HHT, FT and other signal processing techniques. Are you following any research paper for this task or any other document ? Please ping me when you get time. I am looking forward to work with you. Thank you! Best Regards, Sajid
€3,529 EUR in 40 days
4.5 (142 reviews)
7.6
7.6
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I can do this project in Matlab. I am doing Matlab, Image Processing, Signal processing, pattern recognition and computer vision projects since 2004. Relevant Skills and Experience I am expert in Signal/image processing, machine learning and pattern recognition. MS (EE), USC Los Angeles, USA. PhD in Hyperspectral image processing from University of Antwerpen, Belgium. Proposed Milestones €1666 EUR - Final Milestone after work completion
€1,666 EUR in 20 days
4.8 (22 reviews)
6.1
6.1
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Hello, I hold a PhD in Signal processing and am very good at Matlab programming. I can easily do this work. Please check my reviews to see that I have completed many large and complex projects in Matlab on Freelancer. I have successfully completed ALL projects I have taken up with excellent reviews. Kindly assign me the project.
€1,980 EUR in 15 days
5.0 (18 reviews)
5.7
5.7
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Hi! My name is Fernando Téllez. I am a senior year student of electrical engineering at Universidad Simón Bolívar (USB), one of the most prestigious universities in my country. Habilidades y experiencia relevante I code using matlab ON A DAILY BASIS to solve any kind of engineering, logical, statistical and mathematical problem. Htos propuestos €2500 EUR - Matlab
€2,500 EUR in 1 day
4.9 (52 reviews)
5.8
5.8
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Hello. I am expert python developer. I am keen interested in your project. Please let me know your project details. Thanks. Relevant Skills and Experience Python Proposed Milestones €3111 EUR - NO
€3,111 EUR in 30 days
4.9 (6 reviews)
4.6
4.6
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I am an expert in predictive modeling and machine learning. I have a PhD in physics and extensive experience in developing predictive models and algorithms for large and small companies globally. I have ample experience in extracting actionable and business oriented insights from data, developing analytics, simulations and predictive modeling solutions in several areas: supply chain and logistics optimization, procurement, cost reduction, sales and marketing. I work with R and Python, SQL, mongodb, Tableau. I have experience in deep learning,  pattern recognition,  reinforcement learning,  applied discrete event simulations, trading models and business operations.  I am fluent in English and have several years of experience in management consulting  (process improvement, cost reduction,  analytics).
€2,888 EUR in 25 days
5.0 (6 reviews)
4.6
4.6
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No advance payment is needed. 1 year support will be there with Daily communication , updates . Waiting for your message to discuss further . Relevant Skills and Experience No advance payment is needed. 1 year support will be there with Daily communication , updates . Waiting for your message to discuss further . Proposed Milestones €1500 EUR - 1
€1,500 EUR in 33 days
5.0 (6 reviews)
4.5
4.5
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As per Heisenberg uncertainty, if you increase resolution in time, you loose resolution in frequency i.e. ,∆x*∆v >h/4π, which means to localise in time for 2 non-stationary signals, there has to be a trade-off. Yes, you're correct that wavelets solved this problem linearly. HHT As per your proposal, it will be great to see if your hypothesis stands true. I've known Hilbert Huang transform in other domain, i.e. in image compression. So, if you have 1 D signals, it should be just one dimensionality lower. And, hence should be specific case of it. The MATLAB is a better tool for a rough draft, that can later be extended if required. This is also suitable for hypothesis testing. EEMD I've had the chance to read the papers of Zu et al 2005, 2009 regarding their approach to noise based signal analysis in them. However, I've not been aware of any libraries been implemented for specifically that purpose. This is highly mathematical and needs linear algebra libraries for optimization. Basically, an average is calculated by shifting a AWGN filter over the signal, where after many iterations only the original component of the signal is left. Both HH and EEMD help in spatio-temporal analysis. Approach: 1st : Derive the psudo code in pen and paper, and get verified 2nd : Test in MATLAB/ Octave Kindly message me whenever you're free. If not online, shall reply ASAP. Thank you!
€1,800 EUR in 21 days
4.9 (18 reviews)
4.4
4.4
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Hi! I have very interest in your project. I am a professional in this job. If you want to fast and a good result, you can choose me. Relevant Skills and Experience Algorithm, Mathematics, Matlab and Mathematica, Python, Software Architecture Please contact me. Proposed Milestones €2500 EUR - complete Thank you for your reply.
€2,500 EUR in 30 days
4.9 (8 reviews)
4.2
4.2

About the client

Flag of PORTUGAL
Lisboa, Portugal
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