Questions tagged [peak-detection]
The peak-detection tag has no usage guidance.
88
questions
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1answer
65 views
How would you use machine learning for peak detection?
I have a noisy signal and I'm trying to find a way to detect peaks with ML. The "peaks" are easy to find as human because they are rhythmic and have the same "general" shape but the amplitude and ...
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0answers
44 views
Robust peak detection taylored for spectroscopy
i need a algorithm for peak detection in raman spectroscopy. I tried this one, but it did not give me satisfying results.
Spectrums may look like this:
In professional software, i think they use the ...
1
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2answers
43 views
Filtering Surge Signals
I am working on a matlab program which needs me to detect the pattern of surges in a signal and then remove them. I tried out various filters like median, hampel, butterworth etc. but couldn't get an ...
0
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0answers
36 views
What exactly does up triangle \land symbol mean in the context of peak detection?
Folks, I'm reading this paper: User Adaptive QRS Detection Based on One Target Clustering and Correlation Coefficient, and have a question about notation.
In describing peak-detection, they use the ...
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1answer
46 views
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1answer
74 views
Time delay estimation between two complex signals(IQ)
I need to time align two complex signals. The two signals obtained were at different RF frequency before digitisation. So,I have two complex signals(IQ) and I need to do delay estimation and apply ...
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0answers
22 views
Extracting signal from data using Otsu thresholding in MATLAB?
I am very new to signal processing. I am trying to extract a signal from my data using otsu threholding but it's not fully accurate. In this case I know that there is going to be a single signal in ...
1
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1answer
91 views
Filtering and peak finding
I have an observed signal which is the norm of the sum of two 3-vectors:
$$
S(t) = || \mathbf{A}(t) + \mathbf{B}(t) ||
$$
Now, I have full knowledge of the vector $\mathbf{A}(t)$,
$$
\mathbf{A}(t) = \...
0
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2answers
152 views
Detection of sharp peaks in an audio signal
I have an audio signal and I'm interested to detect the very sharp peaks.
If I zoom, here is something that should NOT be detected (this is voice actually):
NO GOOD
Here is something that should be ...
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0answers
34 views
Peak Analysis vs Machine Learning
I am unsure about which approach is "better" (less time good accuracy) for classifying gestures:
The system is a doppler radar that returns I and Q signals
Approach 1:
Have several subject perform ...
0
votes
1answer
142 views
Threshold for peak detection of noisy signal in frequency domain
I have a noisy signal (Gaussian Noise) with a known SNR and known Noise variance.
This signal contains a number of Frequency components.
My ultimate objective is to detect the components of the signal....
3
votes
4answers
198 views
Estimate peak width from a vector that is a superposition of unknown number of identical Gaussian peaks with different heights?
If you have a vector that is a superposition of an unknown number of identical Gaussian shaped peaks/impulses of unknown width (but all the same width) and different amplitudes (with Poisson or ...
3
votes
1answer
94 views
Chromatogram peak detection - bunching vs others?
Reading presentations from existing tool providers I noticed that in order to detect peaks they first use bunching (average N points) and then use slope and curvature to detect peaks. I'm guessing ...
0
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1answer
41 views
How to differentiate an empty aerosol from a full one using only sound measurements?
The challenge I have is to detect an empty spray container using sound measurements only, since I can't place any sensor directly into the container because of the mechanism that tightens it.
My main ...
0
votes
1answer
743 views
Checking for VHF pulse with SDR and python
So I have a small NooElec Software Defined Radio and I've got it working well with my Raspberry Pi using GQRX as a controller and to visualize the SDR output.
My goal though is to use a python script ...
0
votes
1answer
140 views
Peak Detection Of Every Pulse
I have this signal as the following figure:
Now, I need to know each beginning index of each pulse as described in the following figure:
I have tried to detect the peaks through obtaining the cross ...
0
votes
2answers
52 views
What should I do with FFT result array from microphone input? [duplicate]
I currently want to create a small pitch detector and I have to say that I am very new in this topic of signal processing.
At the moment I implemented the FFt algorithm and I got an array of window ...
0
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2answers
114 views
Pitch detection of two following music notes (C0 and C0#)
Hi signal processing community,
currently I am working on a pitch detection tool which should work on audio input files (or later also instrumental or voice from microphone) to say which music note ...
0
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1answer
234 views
How to get coordinates of complex RTL-SDR signal?
As I have already explained here (https://stackoverflow.com/questions/49358449/python-how-to-get-coordinates-of-complex-rtl-sdr-signal-peaks?noredirect=1#comment85722604_49358449), I need to find the ...
0
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2answers
433 views
Curved noise floor and ugly unexplained peaks after FFT
It has been so long since I studied this at University, so I'll better ask here if I'm doing something really wrong here.
I'm using a USRP frontend for L1 band surveillance. I want a 20MHz bandwidth, ...
0
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3answers
216 views
Extract breaths from respiratory signal, i.e. peak detection
I am trying to extract breaths from a respiratory signal, which is essentially peak detection. See the example below for what such a signal looks like. This particular signal looks rather clean, ...
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1answer
324 views
Harmonic Product Spectrum algorithm. I dont understand one step
I was looking some Harmonic Product Spectrum algorithm examples and I came up with this:
...
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1answer
819 views
Name of peak finding algorithm
I've been using this implementation of a peak finding algorithm and it works pretty well. I'm wondering if this particular algorithm has a name?
Python code:
...
2
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1answer
38 views
What does this block operator mean?
What does this block do? It's part of a block diagram for a RMS/Peak detector.
3
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1answer
6k views
Taking audio frequency and picking out peaks (Peak Detection)
So I have a unique challenge. I want to take an audio file, and pick out the peaks in the samples and plot that onto a graph. Each point based on the amplitude/pitch(?) will be represented as either a ...
1
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1answer
2k views
How do spectrum analyzers detect peaks?
Using peak search, I'm able to put the cursor on any of the several peaks on the spectrum analyzer display. I am trying to do something similar in software, with the output of the FFT of the radio ...
2
votes
1answer
200 views
How to detect peaks ignoring soft declivity?
I have to detect repetitions in a signal, and I am managing to do it by finding peaks and valleys, and cutting the desired pieces. The following figure shows the pattern wanted, shaded areas are the ...
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0answers
173 views
Cross Correlation shows peak at the same location every time
I have a signal which is taken from an accelerometer and I'm trying to match patterns between different windows of the signal by cross correlation. To do this I take different windows of the signal, ...
1
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1answer
165 views
How can I get the uncertainties for peaks on an image?
When pick the peak points on an image, e.g. the matrix made by peak in matlab as this one,
I can use max to get the index of ...
2
votes
1answer
227 views
Unexpected peaks in spectral analysis
I am doing the spectral analysis of some antenna recorded signals by computing PSD (logarithmic absolute value of the FFT) and the spectrogram of the signal. The problem is that I get some unexpected ...
2
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0answers
123 views
Peak detection for signals that contain high frequencies
I have an question about peak detection. My purpose is creating a plot with an impulse response and the decay line at / above it.
What I see till now is that there are two options for finding peaks:
...
1
vote
1answer
125 views
Detecting expected patterns in repeated measurements
I am new to signal processing and I am trying to learn myself. To understand what i am interested in, let me show this on example (note that this is just a random example to illustrate). Here is some ...
0
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1answer
485 views
Periodicity of peaks within a signal
I have a signal, in which i want to detect the period of the peaks, that exist within this signal: for example : After each 5mm or (5 seconds depending on the sampling rate and speed of my motor) i ...
2
votes
0answers
121 views
how to detect number of syllables in a batch of audio recordings?
I have a corpus of short speech samples from Kiswahili speakers, and I want to detect the number of syllables in each audio recording. How should I approach this task?
Background: I asked a ...
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1answer
980 views
DFT normalization for amplitude estimation
After an interesting recent answer, I'm doing some research on proper DFT normalization for sinusoidal peak estimation. It's clear that to get the correct amplitude from DFT peaks we need to normalize ...
1
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2answers
874 views
Getting a more accurate frequency read from autocorrelation and peak-detection algorithm
For a project I am attempting to create an automatic tuner for a guitar, which reads the audio from the guitar jack, determines the frequency and adjusts the string by a motor.
Using http://www....
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1answer
146 views
reducing MIPS in detecting tones
Currently our software is detecting tones using FFT and checking if there is only a single peak in frequency spectrum. Our software needs to know what kind of input it is before taking action. So we ...
0
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1answer
958 views
Finding peaks in an Audio spectrogram
I'm using gist.github.com/sixtenbe/1178136#file-peakdetect-py to find maximum peaks in my spectrogram.
I used
...
0
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1answer
177 views
Is there a relatively easy way to detect likely real-time peaks in discrete-time data?
Let's say I have a set of data over time, t:
[0, 4, 6, 7, 7, 6, 4, 0]
It seems likely that this data would peak at ...
2
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0answers
472 views
Peak detection techniques
I'm using a cell-averaging constant false-alarm rate (CA-CFAR) detector to detect peaks like the first one in the following plot:
The magenta line is the adaptive threshold, which is the local ...
2
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0answers
175 views
Absolute value vs. power (to make a signal positive-only)
In order to make a signal positive-only, I have the choice between taking the absolute value and multiplying the signal by itself (i.e. taking the signal to the power of two).
Obviously, multiplying ...
2
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1answer
1k views
MUSIC algorithm for peak detection
On Wikipedia, is written that
MUltiple SIgnal Classification (MUSIC) is an algorithm used for frequency estimation.
One purpose of estimating the spectral density is to detect any periodicities in ...
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1answer
2k views
Wavelet-based C/C++ Peak finding libraries
What wavelet-based peak finding functions are there for C++?
I'm looking for something similar to:
http://docs.scipy.org/doc/scipy-0.15.1/reference/generated/scipy.signal.find_peaks_cwt.html. ...
0
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0answers
126 views
“Normalizing” PSD of unequal window lengths
I am acquiring time-varying data with unequal sampling (nature of the source). When building a spectrogram, I have the algorithm choose sample blocks that are are -nearly- the same length -but, they ...
3
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3answers
4k views
Good way to detect pulse with known width with background noise?
I'm dealing with a light sensor tracking a bursting LED. Unfortunately signal is weak and there are other light sources in environment. I've used optical filters on sensor but there is still some ...
2
votes
1answer
278 views
How to detect peaks in a microcontroller?
In the context of a microcontroller, I have much less memory and far less processing power. This means, I can only buffer a reasonable window of samples (e.g. 16 or 32), and may not be able to use ...
1
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1answer
561 views
What DSP method are consumer products like the game Rocksmith and guitar polyphonic tuners likely to use for multiple f0 detection?
The game Rocksmith and some polyphonic guitar tuners (like the PolyTune) are able to recognize, at least to some extent, multiple fundamental frequencies in single-source audio.
I know there are some ...
1
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1answer
325 views
Uses of peaks in audio auto-correlation
Do you know of any algorithms for audio processing that make use of peaks in auto-correlation function? I am currently involved in research on mapping methodology for dynamic algorithms. I came ...
0
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1answer
384 views
how to detect signal noise
I have data from a power transformer that has a frequency of 60 hz. Sometimes there are faults in the system and causes a large spike in the reading of the transformer. What I want to do is run the ...
3
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3answers
452 views
Filtering data so that only rising edge is left
I have data that looks like this:
Sometimes the data has a higher point in the middle of the shallow slope
I want to find a way to filter the data such that it smooths it and leaves the first rising ...
