Chapter 53: Fourier analysis

Fig. 24.1: transform relationhsip: Fourier vs Laplace vs Z
https://zhuanlan.zhihu.com/p/342952028
https://zhuanlan.zhihu.com/p/19763358
53.1 basic calculation
∫τ2+ψ−τ2+ψcos(n2πτt+ϕ)dt=[sin(n2πτt+ϕ)n2πτ]τ2+ψ−τ2+ψ=0
cosαcosβ=cos(α+β)+cos(α−β)2sinαsinβ=−cos(α+β)+cos(α−β)2sinαcosβ=sin(α+β)+sin(α−β)2cosαsinβ=sin(α+β)−sin(α−β)2
∫cos(m2πτt)cos(n2πτt+ϕn)dt={∫cosϕ0dtm=n=0∫cos((m+n)2πτt+ϕn)+cos((m−n)2πτt−ϕn)dt2mn≠0={tcosϕ0m=n=0{∫cos(2n2πτt+ϕn)+cos(−ϕn)2dtm=n∫cos((m+n)2πτt+ϕn)+cos((m−n)2πτt−ϕn)2dtm≠nmn≠0={tcosϕ0m=n=0{∫cos(2n2πτt+ϕn)+cosϕn2dtm=n∫cos((m+n)2πτt+ϕn)+cos((m−n)2πτt−ϕn)2dtm≠nmn≠0={tcosϕ0m=n=0{∫cos(2n2πτt+ϕn)2dt+tcosϕn2m=n∫cos((m+n)2πτt+ϕn)+cos((m−n)2πτt−ϕn)2dtm≠nmn≠0
cosαcosβ=cos(α+β)+cos(α−β)2sinαsinβ=−cos(α+β)+cos(α−β)2sinαcosβ=sin(α+β)+sin(α−β)2cosαsinβ=sin(α+β)−sin(α−β)2
∫τ2+ψ−τ2+ψcos(m2πτt)cos(n2πτt+ϕn)dt={τcosϕ0m=n=0{τcosϕn2m=n0m≠nmn≠0={{τcosϕ0n=0τcosϕn2n≠0m=n0m≠n
2τcosϕn∫τ2+ψ−τ2+ψcos(m2πτt)cos(n2πτt+ϕn)dt={{2n=01n≠0m=n0m≠n
∫τ2+ψ−τ2+ψsin(m2πτt)cos(n2πτt+ϕn)dt={0m=n0m≠n
∫τ2+ψ−τ2+ψcos(m2πτt)sin(n2πτt+ϕn)dt={0m=n0m≠n
2τcosϕn∫τ2+ψ−τ2+ψcos(m2πτt)cos(n2πτt+ϕn)dt={{2n=01n≠0m=n0m≠n2τcosϕn∫τ2+ψ−τ2+ψsin(m2πτt)sin(n2πτt+ϕn)dt={1m=n≠00¬(m=n≠0)∫τ2+ψ−τ2+ψsin(m2πτt)cos(n2πτt+ϕn)dt={0m=n0m≠n∫τ2+ψ−τ2+ψcos(m2πτt)sin(n2πτt+ϕn)dt={0m=n0m≠n
53.3 quantum mechanics or wave mechanics
Elliot Schneider: Physics with Elliot
https://www.youtube.com/watch?v=W8QZ-yxebFA
53.4 Simon Xu
53.4.1 DFT = discrete Fourier transform
https://www.youtube.com/watch?v=mkGsMWi_j4Q
https://www.youtube.com/watch?v=yYEMxqreA10
53.4.2 FFT = fast Fourier transform
https://www.youtube.com/watch?v=htCj9exbGo0
https://www.youtube.com/playlist?list=PLpXOY-RxVRTNBfxhIuqoZcWtg-JZKCktX
https://www.youtube.com/watch?v=h7apO7q16V0
https://www.youtube.com/watch?v=Ty0JcR6Dvis
53.4.3 wavelet
https://www.youtube.com/watch?v=ZnmvUCtUAEE
https://www.youtube.com/watch?v=jnxqHcObNK4
53.4.3.1 compressed sensing MRI
Michael (Miki) Lustig
https://www.youtube.com/watch?v=AP6JczMW8C8
Tseng, Wen-Yih
https://www.youtube.com/watch?v=P6tzQ9KQ9JQ&list=PLTpF-A8hKVUMRaGE0Zj4WCGJX9BZraFaU&index=14
https://www.youtube.com/watch?v=hxdZdUQ6y2k&list=PLTpF-A8hKVUMRaGE0Zj4WCGJX9BZraFaU&index=16 (Michael Lustig)
53.5 sampling and reconstruction
https://www.youtube.com/playlist?list=PLTp0eSi9MdkPtCLf1VxMWvUSI5JI8kAtz
https://www.youtube.com/watch?v=8CPPyE1rvMU
https://www.youtube.com/watch?v=Qd8fLSDwbQo
https://www.youtube.com/watch?v=0255KLvu75g
53.6 signal and system
https://www.youtube.com/playlist?list=PLX6FA3vfNTfChkbNQGxVPrIsvkC_DwNV6
53.7 image compression / data compression
https://www.youtube.com/playlist?list=PLpXOY-RxVRTOR1PAtQUwoZN2tSs1ICSk7
53.8 Lin, Chi–Kun
https://www.youtube.com/playlist?list=PLj6E8qlqmkFuX5N1O3FKoDfoySC6Hku-2