Algebraic properties of convolution
[14/36%]Show that if then
for those such that makes sense; here , and denote the transfers to the real line as defined in 11.24.
Prove that and for all .
Prove that if , then their convolution has the following properties:
for all ;
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Prove that .
The convolution of sequences and in is the sequence whose components are
Show that this series converges for every , and . Show further that if and are both finite sequences, then so is .
The convolution of functions is the function given by
Show that this integral exists for almost every , and we have . Show also that if and are each compactly supported, then so is .
Suppose that satisfy the refinement equations
where and . Show that their convolution is refinable. Let be the symbol for and be the symbol for , and show that the symbol for is .
Let and be two polynomials. Their pointwise product is a polynomial of the form . Find an explicit formula for , and explain its relation to the convolution of the sequences and , where we take if and similarly for .
Prove Lemma 13.11, and establish analogous properties for the convolution of sequences.
Lemma 13.11: The following facts hold for .
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Commutativity: .
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Associativity: .
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Distributive laws: .
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Commutativity with translations: , . Here is translation, and the convolution of 1-periodic functions is (Definition 13.6). The convolution of sequences and is the sequence given by , (Definition 13.7).
Let . Show that is an identity for convolution on , i.e., for every , where .
Remark We will see in Corollary 13.15 that there is no element of that is an identity for convolution on .
Suppose that the function on coincides inside the ball of radius with some polynomial and equals zero outside this ball, and that the function has support in the ball of radius . Prove that the convolution has support in the ball of radius and coincides with some polynomial in the ball of radius . (All these balls have center at .)
Let and be compactly supported continuous functions on the half-line . Define . Prove that the convolution also has the form , where is a compactly supported continuous function on , and give an explicit expression for in terms of and .
Let be integrable functions over and let
Prove that:
is integrable over .
If, in addition, one of the functions is bounded then is continuous.
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Put if for all other real . For , define
Verify the following statements about convolutions of these functions:
(i) for all .
(ii) on .
(iii) Therefore , whereas is a positive constant.
But convolution is supposedly associative, by Fubini's theorem (Exercise 5(c)). What went wrong?
Let .
Convolution is commutative in the sense that -a.e. on .
Convolution is associative in that -a.e. on .
If and are elements of that depend only on , then only depends on .