The temperature and humidity sensors get abnormal values like 80 degree from time to time.
How to filter the abnormal temperature and humidity sensor values? Is Kalman filtering the solution to filter out the abnormal values.
how to filter the abnormal temperature and humidity sensor values
281 Views Asked by vaj oja At
1
There are 1 best solutions below
Related Questions in KALMAN-FILTER
- How to solve CERT_UNTRUSTED error in nodemailer
- Run a loop over a callback, node js
- Implementing prerender.io middleware in sails.js
- Token based authorization in nodejs/ExpressJs and Angular(Single Page Application)
- formatting path string in javascript
- One to One screensharing using WEBRTC
- Create polygon from grid (for collisions)
- Strange npm behavior when installing packages like grunt
- Convert JSON.gz to JSON in node js
- "Your npm version is outdated." but it's not. While install yo
Related Questions in PYKALMAN
- How to solve CERT_UNTRUSTED error in nodemailer
- Run a loop over a callback, node js
- Implementing prerender.io middleware in sails.js
- Token based authorization in nodejs/ExpressJs and Angular(Single Page Application)
- formatting path string in javascript
- One to One screensharing using WEBRTC
- Create polygon from grid (for collisions)
- Strange npm behavior when installing packages like grunt
- Convert JSON.gz to JSON in node js
- "Your npm version is outdated." but it's not. While install yo
Trending Questions
- UIImageView Frame Doesn't Reflect Constraints
- Is it possible to use adb commands to click on a view by finding its ID?
- How to create a new web character symbol recognizable by html/javascript?
- Why isn't my CSS3 animation smooth in Google Chrome (but very smooth on other browsers)?
- Heap Gives Page Fault
- Connect ffmpeg to Visual Studio 2008
- Both Object- and ValueAnimator jumps when Duration is set above API LvL 24
- How to avoid default initialization of objects in std::vector?
- second argument of the command line arguments in a format other than char** argv or char* argv[]
- How to improve efficiency of algorithm which generates next lexicographic permutation?
- Navigating to the another actvity app getting crash in android
- How to read the particular message format in android and store in sqlite database?
- Resetting inventory status after order is cancelled
- Efficiently compute powers of X in SSE/AVX
- Insert into an external database using ajax and php : POST 500 (Internal Server Error)
Popular # Hahtags
Popular Questions
- How do I undo the most recent local commits in Git?
- How can I remove a specific item from an array in JavaScript?
- How do I delete a Git branch locally and remotely?
- Find all files containing a specific text (string) on Linux?
- How do I revert a Git repository to a previous commit?
- How do I create an HTML button that acts like a link?
- How do I check out a remote Git branch?
- How do I force "git pull" to overwrite local files?
- How do I list all files of a directory?
- How to check whether a string contains a substring in JavaScript?
- How do I redirect to another webpage?
- How can I iterate over rows in a Pandas DataFrame?
- How do I convert a String to an int in Java?
- Does Python have a string 'contains' substring method?
- How do I check if a string contains a specific word?
You don't describe enough about your application to indicate if a Kalman filter is really called for. However you end up filtering your data, however, you will likely need to do some filtering for the data outliers which you describe. There is a large universe of Robust techniques such as Trimmed Mean, Median Absolute Deviation, Least Median Of Squares (LMedS), and so forth. This document provides a good summary of those methods.
Also, Learning an Outlier-Robust Kalman Filter provides a good example of robust techniques used within a Kalman Filter which seems more in line with your question. I have used adaptations of this technique quite successfully in applications.