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12 votes
2 answers
4k views

What statistic is used to determine presence of a signal in noise?

This is a detector problem I believe: I am being stumped by what appears to be a simple problem. Basically, I have a band of interest. If signal energies exist within this band of interest, then I p …
Spacey's user avatar
  • 9,897
5 votes
4 answers
177 views

How to measure a detector's performance under extremely complex real-world environment?

I am trying to formalize my understanding of how best to measure the performance of a binary detector. (See previous question here). I had looked into ROC curves for doing this however based on previo …
Spacey's user avatar
  • 9,897
3 votes
1 answer
384 views

Questions on the generation of R.O.C. curves

In my foray into detections, I am trying to understand how best to generate receiver operating characteristic (ROC) curves, and some questions have come up. In my studies, I have found out that ROC …
Spacey's user avatar
  • 9,897
7 votes
1 answer
2k views

Match Filter in Time-Frequency domain instead of just Time domain. Redundant, or better?

Assume you have a signal, and within it, some pulses are present. A pulse is a simple tone. You know the pulses' duration and shape. (Let us assume that a pulse is made of a couple of cycles, and then …
Spacey's user avatar
  • 9,897