What kind of Mathmatics and Physics do i need to learn DSP?

[m_Hadad]

hi evreyone,
i want to know what kind of mathmatics and physics i need to know to have an in-depth knowledge in Digital Signal Processing.(book names if possible).I have no background in engineering.i'm a student at the faculty of commerce and a programmer.
i have seen two books named Introuduction to mathmatics and Advanced Mathmatics i think for Openhiem or Shieffer.
so can anyone recommend a good book for learning whatever i need to have a good firm on DSP??

 

[tronix]

Re: What kind of Mathmatics and Physics do i need to learn D

Get 'Signal and Systems' by Oppenheim to start.
Text is more or less comprehensive but still knowledge of higher maths will be benificial.

 

[dazhen]

Re: What kind of Mathmatics and Physics do i need to learn D

Linear algebra, Fourier transformation and basic statistics will be enough.

Openhiem is the bible for DSP. highly recommended.

hi evreyone,
i want to know what kind of mathmatics and physics i need to know to have an in-depth knowledge in Digital Signal Processing.(book names if possible).I have no background in engineering.i'm a student at the faculty of commerce and a programmer.
i have seen two books named Introuduction to mathmatics and Advanced Mathmatics i think for Openhiem or Shieffer.
so can anyone recommend a good book for learning whatever i need to have a good firm on DSP??

 

[ng wei]

Re: What kind of Mathmatics and Physics do i need to learn D

try this book

Digital Signal Processing by J G Proakis and Manoalkis

 

[shaikhsarfraz]

Re: What kind of Mathmatics and Physics do i need to learn D

Hi,
For DSP and other related stuff you should mainly focus on transforms because there we are mainly concerned with the frequency domain and the time domain models.
So I will suggest you to go through Laplace Transform, Fourier Transform, Z domain transforms,
For elementry level go through complex numbers.

Thanks
Shaikh Sarfraz

 

[dkk]

Re: What kind of Mathmatics and Physics do i need to learn D

It is better you learn signals and systems before you try DSP. It would be more useful and make DSP easy. I would suggest you to revise fourier series, calculus, LT, z-transform and matrix theory.
dkk

 

[vini_natv]

Re: What kind of Mathmatics and Physics do i need to learn D

if u think coding is fun along with learning the basics of DSP then Sanjit.k.mitra is really a beginner's book.u will require to brush z-transforms, fourier transforms & series,synthetic division.

 

[pixel]

Re: What kind of Mathmatics and Physics do i need to learn D

For me the most usefull :
DSP a practical approach by Jerwis & Ifeachor

Not too much mathematics... It explains physical meaning of equations, whih is most important in DSP...

 

[suvendu]

there is no need to read special maths for dsp.u read the book by openheim or proakis directly.

 

[electricpete]

Re: What kind of Mathmatics and Physics do i need to learn D

I agree with the comment that it would be great to learn signals and systems before you learn dsp for a deeper understanding of the underlying math you will encounter. Otherwise you will be just learning a bunch of rules and algorithms without understanding the basis that ties them together. Signals and systems would require integral calculus.

 

[shiningstarzzz]

Re: What kind of Mathmatics and Physics do i need to learn D

HI
there is no need of physics for DSP
but U hav to knw much abt integration and sumation functions

 

[ittefaq11]

start with signals and systems by oppenheim and schaffer

 

[zeeshanzia84]

Re: What kind of Mathmatics and Physics do i need to learn D

For advanced stuff, like Array Signal Processing...you will need Linear Algebra.

Best Way to Learn: Watch Gilbert Strang's video lectures on MIT OpenCourseWare,

and pick up his book....


similarly you could just watch the Signals & Systems lectures and then DSP lectures on webcast.berkeley.edu.


Hope this helps.

 

[pangpangfish]

Re: What kind of Mathmatics and Physics do i need to learn D

(1) Signals & Systems (Convolution, LTI system, Laplace Transform, Fourier Transform, Fourier Series)

(2) Linear Algebra (good to have)

(3) Complex Analysis

(4) Probability & Random Processes


Good Luck

hi evreyone,
i want to know what kind of mathmatics and physics i need to know to have an in-depth knowledge in Digital Signal Processing.(book names if possible).I have no background in engineering.i'm a student at the faculty of commerce and a programmer.
i have seen two books named Introuduction to mathmatics and Advanced Mathmatics i think for Openhiem or Shieffer.
so can anyone recommend a good book for learning whatever i need to have a good firm on DSP??

 

[ITpro]

I think this is one of good book to study DSP Mathematical Methods and Algorithms for Signal Processing - by Todd K. Moon (Author), Wynn C. Stirling (Author)

 

[my_books]

Knowledge of Maths and Physics is essential in Engineering. You can study Engineering Mathematics and Engineering Physics. Borrow these books from your friend who is studying in Engineering college.

 

[shashankthebest]

Re: What kind of Mathmatics and Physics do i need to learn D

Linear Algebra, Probability , Complex Analysis, and for more advanced understanding Control Theory..

 

[dedede]

Re: What kind of Mathmatics and Physics do i need to learn D

i think you should know sth about differential eguation and difference equation. matrix analysis also is needed.

 

[zahedi79]

Need this book too
mathematical methods and algorithms for signal processing"
by Todd K.Moon and Wynn C. Stirling

 

[zahedi79]

I find this book:
"mathematical methods and algorithms for signal processing"
by Todd K.Moon and Wynn C. Stirling
please HELPED me