How can I simulate energy detection and matched filter in MATLAB?
Http://www.mathworks.it/it/help/phased/ug/matched-filtering.html
And I think for energy detection you can use sum(abs(x).^2) if u are considering a voltage kind of signal.
if ur signal is complex
Step-1 collect N samples (using some window).
Step-2 Take N point FFT of that frame consisting of N complex samples.
Step-3 Find the absolute value of every sample and take square of each of them. Say it is a vector X of length N.
Step-4 Assuming your sampling rate is Fs hence frequency resolution will be Fs/N Hz. Say it a "step"
Step-5 Assuming your center frequency of the collected data as Fc the output from the step-3 can be mapped as
Step-6 If you used fft function of matlab then shift then circular shift the output by N/2
Step-7 Now X[0] is the energy content of Fc-N/2*step
X[1] is the energy content of Fc-(N/2-1)*step
.
X[N-1] is the energy content of Fc+N/2
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Let us assume that we have 1024 (I and Q) samples gathered using a tuner
centered at 20MHz. And let us assume that the sampling frequency was
8MHz.
Doing 1024 points complex FFT means:
1) FFT Frequency resolution is : 8MHz / 1024 = 7812.5 KHz
2) The output of the FFT X[0] represents the spectrum at 20MHz.
3) The output of the FFT X[1] to X[511] represents the frequencies from
20.0078125 MHz to 23.9921875 MHz (about 4MHz above center frequency).
4) The output of the FFT X[512] to X[1023] represents the frequencies
from
16.0078125 MHz to 19.9921875 MHz (about 4MHz bellow center frequency).
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Now you can compare the energy with some threshold (to determine the threshold is another big challenge) to find out which channel is free and which is busy.
Give me your mail id. I will give you the correct code.
A Markov-like Model for Patient Progression" Markov Chain Monte Carlo (MCMC) Markov Chain Monte Carlo (MCMC) is a powerful computational technique used to draw samples from a probability...
05 August 2024 10,079 0 View
Hoy la animación se utiliza como una tecnología multimedia con gran potencial educativo, que va mucho más allá de sólo crear figuras, ya que puede promover una mejor comprensión en...
01 August 2024 7,186 0 View
Hi there, My question is: What standard curves should be used while estimating Tot GSH and GSSG by kinetic method using GR enzyme mediated recyling with DTNB chromophore? Actually I am following...
01 August 2024 8,217 1 View
i m interested in pca analysis of c-alpha atoms in gromacs for that i used the following gmx_mpi covar -s mdca.tpr -f mdca.xtc -o eigenvalca.xvg -v eigenvecca.trr -av average.pdb -n index.ndx but...
30 July 2024 1,607 1 View
What exactly is Retrieval Augmented Generation for Large Language Model doing? Isn’t it data engineering?
30 July 2024 7,376 3 View
After a lot of feature engineering for click-through rate modeling, it feels like it's basically the end of iteration? I mean, it's not cost-effective to keep doing it?
29 July 2024 4,955 0 View
Genome-wide association study (GWAS) Continuous traits: eg. Height Discrete traits: eg. Eye color
28 July 2024 286 0 View
all math can be traversed by code? all math can be translate to code?
26 July 2024 9,530 0 View
Hi, Kindly guide me that how many cells of HEC1A & HEC1B Cell lines should I seed for Wound healing assay and which plate type is recommended 6, 12 & 24?. Articles suggested mainly 24...
20 July 2024 4,143 2 View
Hi, everyone This figure depicts a simulation of an electrostatic energy harvesting system in COMSOL Multiphysics software. My question is regarding the relationship between the changes in...
19 July 2024 4,694 4 View
After COVID-19 it has seen that EFL learners technological affiliation has raised. In addition, in the post-COVID period learners started to engage AI technologies like ChatGPT while learning...
08 August 2024 8,964 4 View
I've seen articles that primarily focus on alpha and beta activity in the frontal regions, but these studies often compare healthy subjects with those having various pathologies. I haven't seen a...
31 July 2024 7,259 1 View
I am currently working on validating land subsidence results obtained using SBAS InSAR. Could anyone suggest reliable sources or repositories where I can download a historical DEM from 2018?...
31 July 2024 9,757 3 View
Hello, colleagues. Recently, I have been working on a metal processing simulation with my UMAT in Abaqus. I have outlined the corresponding simulation, but I keep encountering issues that cause...
30 July 2024 7,062 1 View
i need a recent digital banking topic for doing my Ph.d research
29 July 2024 5,210 2 View
I intend to explore and assess how offline womens' modern apparel store are losing out online and the need to get them on board based on this assessment. I am on a student on MPHIL Media and...
26 July 2024 1,440 1 View
In running two-dimensional gel electrophoresis on bacterial protein, some spots that appear to match a protein sequence have a significantly more acidic isoelectric point than the calculated pI....
24 July 2024 8,076 3 View
How to measure the link between a School's digital transformation and competitive advantage? What measurement models to use? Secondary schools are under investigation.
24 July 2024 2,526 5 View
"Integration of Mass Media and Communication into the System of International Relations: Place, Role, Actuality and Prospects: Modern Media Issues 2024" Website: https://immcir.alnoor.edu.iq/
23 July 2024 3,139 6 View