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Questions tagged [soft-question]

questions that are soft in nature, generally not related to implementation

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1answer
52 views

Resources for learning signal processing in easy/simple way?

I am looking for resources like the one in below link https://play.google.com/store/apps/details?id=com.quanser.controls It is wonderful and easy resource for learning control system offline by just ...
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2answers
26 views

Given a impulse responce can we derive a state space model?

One can find may examples of how to find the impulse response given a state- space model (A,B,C,D). Is the inverse defined properly i.e given a impulse model can we derive the discrete-time state ...
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1answer
82 views

Overview Noise Reduction Techniques

I am trying to learn signal processing and when I research about ways to reduce noise in different situations it's so easy to get lost in one solution or go down the wrong path for example, is your ...
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2answers
52 views

Matched Filters for attenuation detection?

I have been reading about matched filters and I'm interested in possible uses for them, I have seen they are used very often in radar, in such a way that you send out a signal, and then you read the ...
1
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1answer
26 views

Is there a hypothetical situation where once can use Wiener filter prior Matched filter to get better result?

Is there a hypothetical situation where once can use Wiener filter prior Matched filter to get better result? Mostly I am looking for an example or a situation where both the filters are required as ...
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1answer
75 views

Is there a noise cancellation technique for over-lapping spectra?

I understand Wiener filter is used to reduce noise, Gaussian noise as well, once we give the noise characteristic. One may derive the filter coefficient in adaptive way as well But can it remove noise ...
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1answer
42 views

Can we band pass filter QPSK signal?

Consider we have QPSK signal with carrier frequency 10kHz. Generally, we demodulate or use matched filter on the the QPSK signal and recover the transmitted bit or the symbols. If the QPSk signal is ...
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2answers
51 views

Why do mobile phone calls produce a vibration when they are near a speaker?

I remember that years ago when I had a classic mobile phone (the small one without touchscreen) when I was about to receive a call from someone and my phone was near a speaker, the speaker would start ...
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2answers
32 views

System Response Terminology

If I have a system specified by $$P(D)y(t)=Q(D)x(t)$$ and I specify initial conditions $y(0^-)=a, \ y'(0^-)=b,\ x(0^-)=c$ does the term $x(0^-)=c$ correspond to the zero state response or zero ...
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1answer
36 views

Is match filter a solution of some differential equation?

Matched filter is very common and termed as optimal filter for detection purpose. The question is : can we formulate a differential equation and show that the solution is matched filter.
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0answers
26 views

Good Continuing Education Course in the Basics of Frequency Analysis

All, Are there any good continuing education courses of length 2-3 days to give an engineer a good background in Frequency Analysis. B&K used to teach one, but I don't think that they teach it ...
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3answers
2k views

What are your tips for DSP self-study?

Perhaps a meta-question, but I'll post it here because some of you are bound to possess gold nuggets about continuing education. It might be closed for being subjective but I don't care because this ...
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2answers
2k views

A (Clear) Line Between Computer Vision and Image Processing

I have been working in and learning about both Computer vision and Image processing for a few years now, and I believe that I am not a complete beginner any more. Still, after all these years, it is ...
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13answers
16k views

What Resources Are Recommended for an Introduction to Signal Processing (DSP)?

What are some recommended resources (books, tutorials, lectures, etc.) on digital signal processing, and how to begin working with it on a technical level?
4
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3answers
289 views

From Mathematics to DSP [closed]

I'm currently working on multiple mini pet-projects in my spare time, grounding myself in the basics of audio signal processing, and trying to develop algorithms for polyphonic pitch detection. As I'm ...
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1answer
74 views

How does the assumption that symbols are equi-probable hold

If I draw a number uniformly between zero and one, what is the probability that they are equal? Mathematically, it should be zero but I don't recall why? Can somebody please help in explaining why the ...
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2answers
40 views

Origin of brightness artifacts in intensity resolution compressed images

when compressing this image (It corresponds to Fig2.20 from the book Digital Image Processing by Gonzalez and Woods and the original .tif document can be downloaded through this link By reducing ...
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1answer
73 views

Does receiver always know about the noise level in real world application?

In many research articles, the effect of measurement noise on estimation performance is often reported. But it is not clear to me what is the proper way of using the signal to noise ratio (SNR). For ...
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0answers
113 views

What is the difference between entropy and entropy rate and which one is important in information theory? [duplicate]

By entropy I understand the uncertainty or randomness. But if the uncertainty is high then what is its implication and advantage in transmitting information or as an information source or is high ...
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0answers
59 views

How broad is one DSP engineer's knowledge scope?

How broad is one DSP engineer's knowledge scope? What I'm trying to understand. How many engineers are needed to develop for example some musical DSP application? For example a digital effects unit. ...
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3answers
836 views

Does a simple photograph contain more information than a complex painting?

I hope this question is appropriate for this site. I came across this passage in The Three Body Problem, a novel by Liu Cixin: The professor had put up two pictures: One was the famous Song ...
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1answer
82 views

Signal processing research idea [closed]

I am a graduate student in applied math, specializing mostly in harmonic analysis. My undergraduate studies were mostly in pure math but I realized I prefer the applied/computational side. I was ...
11
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5answers
2k views

Introduction to Statistical Signal Processing

There is a postdoc in my lab whose specialty is "statistical signal processing". He has a PhD in Electrical Engineering and he analyzes the neural data collected. I am wondering what courses/topics I ...
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2answers
952 views

Seeking compressive sensing imaging demo in MATLAB

I am looking to experiment in MATLAB with image restoration/reconstruction using compressed sensing. I am relatively new to compressive sensing, and was inspired by the following Wired article to ...
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2answers
55 views

Synthetic sounds to describe motion in 3d or 100d

Watch a butterfly flitting about, or an optimizer chugging along in 3d or 100d -- a sequence of points $X_1 \ X_2 \ X_3\ \ldots$ How could one generate synthetic sounds that convey moving fast or ...
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0answers
37 views

Is TOA is different for extended target?

The time of arrival (TOA) or time difference of arrival (TDOA) beteen two signals are seen extensively in literature. Are these algorithm applicable for point target as well as extended target? For ...
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5answers
204 views

What tools do you use to create signal processing plots?

I am in process of creating some notes in Latex on signal processing. such as Does anybody know if there are softwares or tools that are useful for quickly generating these diagrams?
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3answers
483 views

Test data vs. training data

I am reading bishop book on pattern recognition and machine learning. Going through the introduction section, I am not sure if I get the differences between the two widely used term "test data" and "...
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2answers
172 views

Is DSP a branch of Computational Science? [closed]

The way I understand it, computational science covers a wide range of fields, all of which use computers and mathematical models to solve a problem involving one of the sciences (physical, life etc.). ...
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0answers
434 views

Reliable peak picking algorithm?

I've written an application that estimates pitch based on autocorrelation function. I did peak picking by comparing vector values to determine whether the central one is a peak or not, but this method ...
5
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4answers
4k views

What are the minimum knowledge required to begin the study of Digital Signal Processing?

I am a student of computer science (not the university but technical school). I am interested in the world of DSP, and I saw that it is closely connected with mathematics. I noticed for example that a ...
5
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1answer
8k views

I and Q Channels

My understanding of I and Q channels is as follows (please correct me if I am wrong): I = In-phase, or real component Q = ...
2
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2answers
145 views

So is there such a thing as a DSP engineer nowadays? [closed]

I just read the article linked to below: http://www.eetimes.com/document.asp?doc_id=1275520 Now, I'm planning on doing a Masters in Signal Processing. I'd like to know what the career prospects are ...
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1answer
760 views

Relation between Kalman filter and Sequential linear MMSE estimation

Are the results of applying Kalman filter and recursive linear MMSE estimation process the same ?
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1answer
306 views

Getting stuck into an open source image processing/computer vision project

I have a degree in Electrical Engineering (focusing on VLSI). However, I am more mathematically minded, and only recently discovered that image processing seems to contain lots of interesting maths. I ...
5
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1answer
178 views

Representation of frame image pixels

In paper Human identification using gaits Section 3.2, the authors explain how to represent a 3D image (x,y,t) into 2D image with (x,t) ; (y,t) denoted 1D signals. I have a conceptual doubt which is ...
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0answers
504 views

Career in computer vision

I apologize if this is not the appropriate site or the appropriate type of question, but I didn't know where else to ask. If it is, please inform me to delete the question. I took a year in college ...
3
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1answer
636 views

Are there characteristics of photographic film that would make it an analog medium?

There was an article a few years ago entitled "Analog is Not the Opposite of Digital". Film is not analog, period. I used to shoot film on a Canon AE-1 from the ’70s. Now I have a digital SLR from ...
3
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1answer
387 views

How to remove color cast from HSV information

I have hue, saturation and value of a color (HSV color-space). The color has to be set on a device that displays them incorrectly. If I specify white it displays light magenta. However, if you specify ...
0
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1answer
182 views

XDR data format

I have binary XDR data file representing radar data. What is XDR data formatting? What is useful for? How to visualize this binary file? Is there any kind of software that converts this data format in ...
8
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3answers
1k views

Are there any open source biomedical signal processing projects?

I'm in a biomedical engineering master's program and am mostly interested in signal processing. Unfortunately, I feel that I'd like to get deeper into the subject, and my university can't accommodate ...