Prosig Signal Processing Blog

Notes, tutorials, news and articles on digital signal capture, processing, techniques and applications

September 22, 2003

CLEANING UP DATA

By Dr Colin Mercer, Technical Director, Prosig

When we have a very noisy signal with a large number of spikes and signal bursts then if all else fails try Median Filtering. This is a technique often used in cleaning up pictures. The operation is almost childishly simple in concept but we will save the details until we have examined an example. read »»»

July 15, 2002

SMOOTHING SPECTRAL DATA

By Dr Colin Mercer, Technical Director, Prosig

Sometimes data has spikes which are clearly artefacts of the processing or are due to some other external source. One is used to seeing these on time series but in some cases there are unrepresentative “spikes” in the frequency analysed data. An example spectrum is shown below. read »»»

June 6, 2001

DON’T LET SPIKES SPOIL YOUR DATA

By Dr Colin Mercer, Technical Director, Prosig

In many real-world applications it is impossible to avoid “spikes” or “dropouts” in data that we record. Many people assume that these only cause problems with their data if they become obvious. This is not always the case. Consider the following two time histories. read »»»

GETTING RID OF SPIKES

By Dr Colin Mercer, Technical Director, Prosig

For various reasons data captured in the real world often contains spikes that will give erroneous results when analysed. DATS for Windows provides various ways of editing and removing these anomalies. Let us consider a real life case history. read »»»

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