MATLABsolutions Logo
khalilabby asked . 2021-03-19

Why does the XCORR function in Signal Processing Toolbox 6.0

Why does the XCORR function in Signal Processing Toolbox 6.0 (R13) produce incorrect results when using sampled data?

XCORR appears to produce incorrect results according to autocorrelation. If the data is sampled and has a non-zero mean, then the result of XCORR is significantly slow in its dropoff factor.
 
 

matlab , signal , signal processing

Expert Answer

Kshitij Singh answered . 2024-05-17 19:34:43

This is not a bug in Signal Processing Toolbox 6.0 (R13). XCORR calculates the correlation between two vectors. XCORR does not require the input vectors to have a zero mean. The limitation of zero mean sequences would require the autocorrelation and cross-correlation to be identical to the autocovariance and cross-covariance respectively. Recall that:
 
 
    Cxx(t,u)=Rxx(t,u)+E[x(t)]E[x(u)],
where Cxx is the autocovariance and Rxx is the autocorrelation of the process, X.
 
However, this is not always the case. As a workaround, you can pre-process your input vector and subtract its mean before passing it as an input of XCORR, as in the following example:
 
x=rand(1,1000);   % Some signal without zero mean

x=x-mean(x);% Make 'x' have zero mean

[Rx, lags]=xcorr(x,'coeff');   % Calculate autocorrelation of 'x' and normalize zero lag to unity

plot(lags,Rx);     % Plot the autocorrelation vs. the lag


Not satisfied with the answer ?? ASK NOW

MOST VIEWED QUESTIONS

Recent Matlab Projects

Classification of Covid and Non-Covid Lungs CT-Scan using Deep Learning with MATLAB

Matlab simulation on Wind Energy system

Related Questions

Frequently Asked Questions

MATLAB offers tools for real-time AI applications, including Simulink for modeling and simulation. It can be used for developing algorithms and control systems for autonomous vehicles, robots, and other real-time AI systems.

MATLAB Online™ provides access to MATLAB® from your web browser. With MATLAB Online, your files are stored on MATLAB Drive™ and are available wherever you go. MATLAB Drive Connector synchronizes your files between your computers and MATLAB Online, providing offline access and eliminating the need to manually upload or download files. You can also run your files from the convenience of your smartphone or tablet by connecting to MathWorks® Cloud through the MATLAB Mobile™ app.

Yes, MATLAB provides tools and frameworks for deep learning, including the Deep Learning Toolbox. You can use MATLAB for tasks like building and training neural networks, image classification, and natural language processing.

MATLAB and Python are both popular choices for AI development. MATLAB is known for its ease of use in mathematical computations and its extensive toolbox for AI and machine learning. Python, on the other hand, has a vast ecosystem of libraries like TensorFlow and PyTorch. The choice depends on your preferences and project requirements.

You can find support, discussion forums, and a community of MATLAB users on the MATLAB website, Matlansolutions forums, and other AI-related online communities. Remember that MATLAB's capabilities in AI and machine learning continue to evolve, so staying updated with the latest features and resources is essential for effective AI development using MATLAB.

Without any hesitation the answer to this question is NO. The service we offer is 100% legal, legitimate and won't make you a cheater. Read and discover exactly what an essay writing service is and how when used correctly, is a valuable teaching aid and no more akin to cheating than a tutor's 'model essay' or the many published essay guides available from your local book shop. You should use the work as a reference and should not hand over the exact copy of it.



Step By Step MATLAB Programming





Let's Do Python Programming




Optimization Techniques of Power System with Matlab Codes


Matlabsolutions.com provides guaranteed satisfaction with a commitment to complete the work within time. Combined with our meticulous work ethics and extensive domain experience, We are the ideal partner for all your homework/assignment needs. We pledge to provide 24*7 support to dissolve all your academic doubts. We are composed of 300+ esteemed Matlab and other experts who have been empanelled after extensive research and quality check.

Matlabsolutions.com provides undivided attention to each Matlab assignment order with a methodical approach to solution. Our network span is not restricted to US, UK and Australia rather extends to countries like Singapore, Canada and UAE. Our Matlab assignment help services include Image Processing Assignments, Electrical Engineering Assignments, Matlab homework help, Matlab Research Paper help, Matlab Simulink help. Get your work done at the best price in industry.

Get Instant 20% Off on Your Assignment

MATLAB SOLUTIONS


Let's discuss about any of your MATLAB Project. You need not worry with your Matlab Project, when we are here.

        

Quick Links


  Matlab Assignment Help
  Matlab Simulation Help
  Quantum Computing In Matlab
  Python Assignment Help
  MATLAB Exam Help
  Python Exam Help
  Maths Exam Help
  UAV Simulation

Links


  About Us
  Pay Now
  Blogs
  E-Books
  Answers
  Privacy Policy
  Careers
  Sitemap

Contact Us


   info@matlabsolutions.com
   +91-8299862833
   5th Floor,MSX Tower-2,Gr. Noida,India

     

Matlab Assignment Help by Countries

  Australia    UK    UAE    Singapore    Canada 
  New Zealand    Malaysia    USA    India    South Africa 
  Ireland    Saudi Arab    Qatar    Kuwait    Hongkong 


  
MATLAB Solutions
Rated 4.9/5 based on 5256 reviews

Copyright 2016-2023 www.matlabsolutions.com - All Rights Reserved.

Disclaimer : Any type of help and guidance service given by us is just for reference purpose. We never ask any of our clients to submit our solution guide as it is, anywhere.