Homework 3: Exercises on Haar Wavelets, Assignments of Optimization Techniques in Engineering

A set of exercises related to haar wavelets for students enrolled in 5750 and 6880 courses. The exercises cover topics such as verifying properties of the scaling function, proving certain theorems, and setting up the wavelet matrix. Students are encouraged to use given lemmas and previous class material to solve the problems.

Typology: Assignments

Pre 2010

Uploaded on 08/31/2009

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Homework 3
Due: Thursday, April 16
The following exercises are for both 5750 and 6880.
1) Using the scaling function associated with the Haar wavelet, verify
|ˆ
h(ω)|2+|ˆ
h(ω+π)|= 2,and
ˆ
h(0) = 2.
2) To help yourself believe Theorem 7.4 ...
Suppose ˆ
ψ(0) = ˆ
ψ0(0) = 0. Prove that ˆ
h(π) = ˆ
h0(π) = 0.
(Hint: you’ll need to remember something about ˆϕ(0).)
3) Prove that g[n]=(1)1nh[1 n].
4) Prove equations (7.102) and (7.104) from the text. (I did (7.103) in class
and (7.102) is essentially in the text. Refer to these only as a last resort!)
5) Set up the wavelet matrix for the Haar wavelet and send the signal
s= [1 1 2 3 4 5 4 4]
through the filter twice. Then invert the transform to recover s.
The following exercise is for students registered for 6880.
G6) Use Lemma A and Lemma 7.1 (from class notes) to prove Theorem 7.3.
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Homework 3

Due: Thursday, April 16

The following exercises are for both 5750 and 6880.

  1. Using the scaling function associated with the Haar wavelet, verify

h(ω)|

2

  • |

h(ω + π)| = 2, and

h(0) =

  1. To help yourself believe Theorem 7. ...

Suppose

ψ(0) =

ψ

′ (0) = 0. Prove that

h(π) =

h

′ (π) = 0.

(Hint: you’ll need to remember something about ˆϕ(0).)

  1. Prove that g[n] = (−1)

1 −n h[1 − n].

  1. Prove equations (7.102) and (7.104) from the text. (I did (7.103) in class

and (7.102) is essentially in the text. Refer to these only as a last resort!)

  1. Set up the wavelet matrix for the Haar wavelet and send the signal

s = [1 1 2 3 4 5 4 4]

through the filter twice. Then invert the transform to recover s.

The following exercise is for students registered for 6880.

G6) Use Lemma A and Lemma 7.1 (from class notes) to prove Theorem 7.3.