SlideShare uma empresa Scribd logo
1 de 5
Baixar para ler offline
International Journal JOURNAL OF ADVANCED RESEARCH Technology (IJARET),
INTERNATIONAL of Advanced Research in Engineering and IN ENGINEERING
ISSN 0976 – 6480(Print), ISSNAND – 6499(Online) Volume 5, Issue 1, January (2014), © IAEME
0976 TECHNOLOGY (IJARET)
ISSN 0976 - 6480 (Print)
ISSN 0976 - 6499 (Online)
Volume 5, Issue 1, January (2014), pp. 177-181
© IAEME: www.iaeme.com/ijaret.asp
Journal Impact Factor (2013): 5.8376 (Calculated by GISI)
www.jifactor.com

IJARET
©IAEME

CANONICAL-LAPLACE TRANSFORM AND ITS VARIOUS TESTING
FUNCTION SPACES
N.V. Kalyankar,

S.B.Chavhan

Yeshwant Mahavidyalaya Nanded-431602

ABSTRACT
The linear canonical transform is a useful tool for optical analysis and signal processing. In
this paper we have defined canonical-Laplace transform and have also established some testing
functions spaces using Gelfand-shilov technique.
Index Terms: Canonical Transform, Fourier Transform, Fractional Fourier Transform, Laplace
Transform, Testing Function Space.
1. INTRODUCTION
The Fourier analysis is undoubtedly the one of the most valuable and powerful tools in signal
processing, image processing and many other branches of engineering sciences [6],[7].the fractional
Fourier transform, a special case of linear canonical transform is studied through different analysis
.Almeida[1],[2].had introduced it and proved many of its properties . The fractional Fourier
transform is a generalization of classical Fourier transform, which is introduce from the
mathematical aspect by Namias at first and has many applications in optics quickly[5]. The
definition of Laplace transform with parameter p of f ( x ) denoted by L  f ( x )  = F ( p )


∞

L  f ( x )  = ∫ e− px f ( x )


0

And definition of canonical transform with parameter s of f ( t ) denoted by

{CT f ( t )}( s ) =

1
2π ib

id 2
 s ∞

e2 b  ∫ e

s i a 2
−i  t
 t
 b  2 b 

e

−∞

177

f (t )
International Journal of Advanced Research in Engineering and Technology (IJARET),
ISSN 0976 – 6480(Print), ISSN 0976 – 6499(Online) Volume 5, Issue 1, January (2014), © IAEME

The definition of canonical-Laplace transform is given in section 2. S-type spaces using
Gelfand-shilov technique are developed in section 3.Section 4 is devoted for the results on countable
union s-type space. The notation and terminology as per Zemanian [8],[9]. Gelfand-Shilov [3],[4].
2. DEFINITION CANONICAL CANONICAL-LAPLACE TRANSFORMS
The definition of Laplace transform with parameter p of f ( x ) denoted by L  f ( x ) = F ( p )


∞

L  f ( x )  = ∫ e− px f ( x )


0

The definition of Laplace transform with parameter s of f ( t ) denoted by
id

{CT f ( t )}( s ) =

2

s

i a

2

  s ∞ −i  t
 t
1
e2 b  ∫ e  b  e2 b  f (t )
2π ib
−∞

The definition of conversional canonical -Laplace transform is defined as
i d 

CL { f ( t , x )} ( s, p ) =

s

i a

2
2
  s ∞ ∞ −i  t
 t
1
e 2  b  ∫ ∫ e  b  e 2  b  e − px f ( t , x ) dxdt
−∞ 0
2π ib

3. VARIOUS TESTING FUNCTION SPACES
3.1 The space CLa,b,γ
It is given by


t l Dtk Dxpφ ( t , x )


CLa ,b,γ = φ : φ ∈ E+ / σ l ,k , pφ ( t , x ) = sup
≤ Ckp Al .l lγ 





The constant Ck,p and A depend on φ .
3.2 The space CL
CL this space is given by
ab ,β

ab ,β

{

CLa ,b ,β = φ .φ ∈ E+ / ρl , k , pφ ( t , x ) = sup t l Dtk Dxpφ ( t , x ) ≤ Cl , p B k k k β

}

The constants Cl , p and B depend on φ .

3.3 The space CLγa ,b, β
This space is formed by combining the condition (3.1) and (3.2)

{

CLγa ,b , β = φ : φ ∈ E+ / ξl , k , pφ ( t , x ) =sup t l Dtk Dxpφ ( t , x ) ≤ C Al l lγ B k k k , β
I1

}

l , k , p = 0,1, 2............ Where A,B,C depend on φ .

3.4 The space: CLγa,,m, β
b
It is defined as,

{

l

CLγa,,m, β = φ : φ ∈ E+ / σ l , k , pφ ( t , x ) =sup t l Dtk Dxpφ ( t , x ) ≤ Ck , p , µ ( m + µ ) l lγ
b
I1

}

For any µ > 0 where m is the constant, depending on the function φ .

178
International Journal of Advanced Research in Engineering and Technology (IJARET),
ISSN 0976 – 6480(Print), ISSN 0976 – 6499(Online) Volume 5, Issue 1, January (2014), © IAEME

3.5 The space CLa ,b, β ,n :
This space is given by

{

k

CLa ,b , β , n = φ : φ ∈ E+ / ρl , k , pφ ( t , x ) = sup t l Dtk Dxpφ ( t , x ) ≤ Cl , p ,δ ( n + δ ) k k β
I1

}

For any δ > 0 where n the constant is depends on the function φ .
γ ,m

3.6 The space CLa , b , β , n :
This space is defined by combining the conditions in (3.4) and (3.5).

{

CLγa,,m,β ,n = φ : φ ∈ E+ / ξl ,k , pφ ( t , x ) =sup t l Dtk Dxpφ ( t , x )
b
I1
l

k

≤ Cµδ ( m + µ ) ( n + δ ) .l lγ k k β

}

(3.6)

4. RESULTS ON COUNTABLE UNION S-TYPE SPACE
Proposition 4.1: If m1 < m2 then CLa,,b 1 ⊂ CLa,,b 2 . The topology of CLa,,b 1 is equivalent to the topology
γ m
γ m
γ m
induced on CLa,,b 1 by CLa,,b 2
γ m
γ m
i.e Tγ , m1 a,b ~ Tγ ,m2 a,b / CLa ,,b
γ m

1

l

δ l , k , p (φ ) ≤ Ck , µ ( m1 + µ ) l lγ

Proof: For φ ∈ CLa,,b 1 and
γ m
l

b
b
Thus, CLa,,m1 ⊂ CLa,,m2
γ
γ

≤ C k , µ , p ( m2 + µ ) l l γ

The space CLa,,b can be expressed as union of countable normed spaces.
γ
∞

Proposition 4.2: CLa,b = U CLa,,b 1 and if the space CLa,b is equipped with strict inductive limit
γ
γ
γ m
i =1

topology Sa,b, m defined by injective map from CLa,,b 1 to CLa ,b then the sequence {φn } in CLa ,b
γ
γ
γ m
converges to zero.
Proof: we show that

∞

CLa ,b = U CLa ,.b
γ
γ m
i =1

1

∞

Clearly U CLa,.b 1 ⊂ CLa ,b for proving the other inclusion, let φ ∈ CLa,b then
γ
k
γ m
i =1

δ l ,k , p (φ ( t , x ) ) =sup t l Dtk Dxp φn ( t , x )
I1
≤ Ck , p Al l lγ ,

(4.1)

where A is some positive constant, choose an integer m = mA and µ = 0 such that Ck , p Al ≤ Ck , p ( m + µ )l .
.
∞

b
Then (4.1) we get φ ∈ CLa,,m1 implying that CLa,b = U CLa,,b 1
γ
γ m
γ
i =1

Proposition 4.3: If γ 1 < γ 2 and β1 < β 2 then CLa1,b, β1 ⊂ CLa,b, β and the topology of CLai,b, βi is equivalent
γ
γ
γ
2

2

to the topology induced on CLa1,b, β1 by CLa,2b, β 2 .
γ
γ
Proof: Let φ ∈ CLa1,b , β1
γ
179
International Journal of Advanced Research in Engineering and Technology (IJARET),
ISSN 0976 – 6480(Print), ISSN 0976 – 6499(Online) Volume 5, Issue 1, January (2014), © IAEME
ξl ,k , p (φ ) =sup t l Dtk Dxpφ ( t , x )
I1
≤ CAl l lγ 1 B k k

k β1

≤ CAl l lγ 2 . B p k
a ,b , β 2

Hence φ ∈CLγ 2

.

p,β 2

wherel , k , p = 0,1, 2,3

Consequently, CLa1,b, β1 ⊂ CLa2,b,β2 . The topology of CLa1,b, β1
γ
γ
γ

,
Is equivalent to the topology Tγa2,b, β 2 / CLa2b, β 2
γ

It is clear from the definition of topologies of these spaces.
∞

Proposition 4.4: CLa,b = U CLai,b,βi and if the space CLa ,b is equipped with the strict CLa ,b inductive
γ
γ i βi =1

limit topology defined by the injective maps from CLai,b, βi to CLa,b then the sequence {φn } in CLa ,b
γ
converges to zero iff {φn } is contained in some CLai,b, βi and converges to zero.
γ
∞

Proof: CLa,b = U CLai,b,, βi
γ
γ i βi =1

Clearly

∞

a
U CLγ ,b, βi ⊂ CLa

γ i βi =1

i

For proving other inclusion, let φ ( t , x ) ∈ CLa,b then
ηl ,k , p (φ ) =sup t l Dtk Dxpφ ( t , x ) ,
I1

is bounded by some number. We can choose integers γ m and β m such that
ηl , k , p (φ ) ≤ C Al l l ,γ B k , m , k k , β , m
∴ φ ∈ CLa ,b, βi for some integer γ i and βi
γ
i

∞

Hence CLa,b ⊂ U CLai,b, βi
γ
γ i βi =1

Thus

∞

CLa,b = U CLa,b, βi
γ
γ i βi =1

i

5. CONCLUSION
In this paper canonical-Laplace is generalized in the form the distributional sense, and proved
results on countable union s-type space. Also discussed the topological structure of some testing
function spaces.
REFERENCES
[1]
[2]
[3]
[4]
[5]
[6]

Almeida Lufs B., “The fractional Fourier transform and time frequency,” representation
IEEE trans. On Signal Processing, Vol. 42, No. 11, Nov. 1994.
Almeida Lufs B., “An introduction to the Angular Fourier transform,” IEEE, 1993.
Gelfand I.M. and Shilov G.E., “Generalized Functions,” Volume I Academic Press, New
York, 1964.
Gelfand I.M. and Shilov G.E., “Generalized Functions,” Volume II, Academic Press, New
York, 1967.
Namias Victor., “The fractional order Fourier transform and its application to quantum
mechanics,” J. Inst Math. Apptics, Vol. 25, P. 241-265, 1980.
Tatiana Alieva and BastiaansMartin j., “on fractional of fourier transform moment ,” IEEE
signal processing letters, Vol. 7, No.o11, Nov 2000.
180
International Journal of Advanced Research in Engineering and Technology (IJARET),
ISSN 0976 – 6480(Print), ISSN 0976 – 6499(Online) Volume 5, Issue 1, January (2014), © IAEME

[7]

[8]
[9]

Tatiana Alieva and BastiaansMartin j., “Winger distribution and fractional fourier
transform for 2-dimensional symmetric beams,” JUSA A, Vol. 17, No.12, Dec 2000,
P.2319-2323.
Zemanian A.H., “Distribution theory and transform analysis,” McGraw Hill, New York,
1965.
Zemanian A.H., Generalized integral transform,” Inter Science Publisher’s New York,
1968.

181

Mais conteúdo relacionado

Mais procurados

Cs2303 theory of computation may june 2016
Cs2303 theory of computation may june 2016Cs2303 theory of computation may june 2016
Cs2303 theory of computation may june 2016appasami
 
Cs6503 theory of computation november december 2015 be cse anna university q...
Cs6503 theory of computation november december 2015  be cse anna university q...Cs6503 theory of computation november december 2015  be cse anna university q...
Cs6503 theory of computation november december 2015 be cse anna university q...appasami
 
Csr2011 june14 15_45_musatov
Csr2011 june14 15_45_musatovCsr2011 june14 15_45_musatov
Csr2011 june14 15_45_musatovCSR2011
 
Fine Grained Complexity of Rainbow Coloring and its Variants
Fine Grained Complexity of Rainbow Coloring and its VariantsFine Grained Complexity of Rainbow Coloring and its Variants
Fine Grained Complexity of Rainbow Coloring and its VariantsAkankshaAgrawal55
 
CS2303 Theory of computation April may 2015
CS2303 Theory of computation April may  2015CS2303 Theory of computation April may  2015
CS2303 Theory of computation April may 2015appasami
 
Theory of Automata and formal languages Unit 3
Theory of Automata and formal languages Unit 3Theory of Automata and formal languages Unit 3
Theory of Automata and formal languages Unit 3Abhimanyu Mishra
 
Optimum range of angle tracking radars: a theoretical computing
Optimum range of angle tracking radars: a theoretical computingOptimum range of angle tracking radars: a theoretical computing
Optimum range of angle tracking radars: a theoretical computingIJECEIAES
 
Wireless Localization: Ranging (second part)
Wireless Localization: Ranging (second part)Wireless Localization: Ranging (second part)
Wireless Localization: Ranging (second part)Stefano Severi
 
Polyhedral computations in computational algebraic geometry and optimization
Polyhedral computations in computational algebraic geometry and optimizationPolyhedral computations in computational algebraic geometry and optimization
Polyhedral computations in computational algebraic geometry and optimizationVissarion Fisikopoulos
 
Cs2303 theory of computation all anna University question papers
Cs2303 theory of computation all anna University question papersCs2303 theory of computation all anna University question papers
Cs2303 theory of computation all anna University question papersappasami
 
Cs6503 theory of computation november december 2016
Cs6503 theory of computation november december 2016Cs6503 theory of computation november december 2016
Cs6503 theory of computation november december 2016appasami
 
Kernel for Chordal Vertex Deletion
Kernel for Chordal Vertex DeletionKernel for Chordal Vertex Deletion
Kernel for Chordal Vertex DeletionAkankshaAgrawal55
 

Mais procurados (20)

5th Semester Electronic and Communication Engineering (June/July-2015) Questi...
5th Semester Electronic and Communication Engineering (June/July-2015) Questi...5th Semester Electronic and Communication Engineering (June/July-2015) Questi...
5th Semester Electronic and Communication Engineering (June/July-2015) Questi...
 
5th Semester Electronic and Communication Engineering (2013-June) Question Pa...
5th Semester Electronic and Communication Engineering (2013-June) Question Pa...5th Semester Electronic and Communication Engineering (2013-June) Question Pa...
5th Semester Electronic and Communication Engineering (2013-June) Question Pa...
 
Slides
SlidesSlides
Slides
 
Chap8 new
Chap8 newChap8 new
Chap8 new
 
Lecture26
Lecture26Lecture26
Lecture26
 
Cs2303 theory of computation may june 2016
Cs2303 theory of computation may june 2016Cs2303 theory of computation may june 2016
Cs2303 theory of computation may june 2016
 
Cs6503 theory of computation november december 2015 be cse anna university q...
Cs6503 theory of computation november december 2015  be cse anna university q...Cs6503 theory of computation november december 2015  be cse anna university q...
Cs6503 theory of computation november december 2015 be cse anna university q...
 
Csr2011 june14 15_45_musatov
Csr2011 june14 15_45_musatovCsr2011 june14 15_45_musatov
Csr2011 june14 15_45_musatov
 
Pres_Zurich14
Pres_Zurich14Pres_Zurich14
Pres_Zurich14
 
Fine Grained Complexity of Rainbow Coloring and its Variants
Fine Grained Complexity of Rainbow Coloring and its VariantsFine Grained Complexity of Rainbow Coloring and its Variants
Fine Grained Complexity of Rainbow Coloring and its Variants
 
CS2303 Theory of computation April may 2015
CS2303 Theory of computation April may  2015CS2303 Theory of computation April may  2015
CS2303 Theory of computation April may 2015
 
Theory of Automata and formal languages Unit 3
Theory of Automata and formal languages Unit 3Theory of Automata and formal languages Unit 3
Theory of Automata and formal languages Unit 3
 
Optimum range of angle tracking radars: a theoretical computing
Optimum range of angle tracking radars: a theoretical computingOptimum range of angle tracking radars: a theoretical computing
Optimum range of angle tracking radars: a theoretical computing
 
Approximation Algorithms
Approximation AlgorithmsApproximation Algorithms
Approximation Algorithms
 
Tsp is NP-Complete
Tsp is NP-CompleteTsp is NP-Complete
Tsp is NP-Complete
 
Wireless Localization: Ranging (second part)
Wireless Localization: Ranging (second part)Wireless Localization: Ranging (second part)
Wireless Localization: Ranging (second part)
 
Polyhedral computations in computational algebraic geometry and optimization
Polyhedral computations in computational algebraic geometry and optimizationPolyhedral computations in computational algebraic geometry and optimization
Polyhedral computations in computational algebraic geometry and optimization
 
Cs2303 theory of computation all anna University question papers
Cs2303 theory of computation all anna University question papersCs2303 theory of computation all anna University question papers
Cs2303 theory of computation all anna University question papers
 
Cs6503 theory of computation november december 2016
Cs6503 theory of computation november december 2016Cs6503 theory of computation november december 2016
Cs6503 theory of computation november december 2016
 
Kernel for Chordal Vertex Deletion
Kernel for Chordal Vertex DeletionKernel for Chordal Vertex Deletion
Kernel for Chordal Vertex Deletion
 

Destaque (9)

Design and analysis of cntfet based d flip flop
Design and analysis of cntfet based d flip flopDesign and analysis of cntfet based d flip flop
Design and analysis of cntfet based d flip flop
 
20120140503013
2012014050301320120140503013
20120140503013
 
30120140503002
3012014050300230120140503002
30120140503002
 
40120140502001
4012014050200140120140502001
40120140502001
 
10120140502007
1012014050200710120140502007
10120140502007
 
20120140503012
2012014050301220120140503012
20120140503012
 
10120140501013
1012014050101310120140501013
10120140501013
 
40120140503007
4012014050300740120140503007
40120140503007
 
40220140501004
4022014050100440220140501004
40220140501004
 

Semelhante a 20320140501020

10.1.1.474.2861
10.1.1.474.286110.1.1.474.2861
10.1.1.474.2861pkavitha
 
Computing the masses of hyperons and charmed baryons from Lattice QCD
Computing the masses of hyperons and charmed baryons from Lattice QCDComputing the masses of hyperons and charmed baryons from Lattice QCD
Computing the masses of hyperons and charmed baryons from Lattice QCDChristos Kallidonis
 
SYMMETRIC BILINEAR CRYPTOGRAPHY ON ELLIPTIC CURVE AND LIE ALGEBRA
SYMMETRIC BILINEAR CRYPTOGRAPHY ON ELLIPTIC CURVE  AND LIE ALGEBRASYMMETRIC BILINEAR CRYPTOGRAPHY ON ELLIPTIC CURVE  AND LIE ALGEBRA
SYMMETRIC BILINEAR CRYPTOGRAPHY ON ELLIPTIC CURVE AND LIE ALGEBRABRNSS Publication Hub
 
Fixed point result in menger space with ea property
Fixed point result in menger space with ea propertyFixed point result in menger space with ea property
Fixed point result in menger space with ea propertyAlexander Decker
 
Code of the multidimensional fractional pseudo-Newton method using recursive ...
Code of the multidimensional fractional pseudo-Newton method using recursive ...Code of the multidimensional fractional pseudo-Newton method using recursive ...
Code of the multidimensional fractional pseudo-Newton method using recursive ...mathsjournal
 
Code of the multidimensional fractional pseudo-Newton method using recursive ...
Code of the multidimensional fractional pseudo-Newton method using recursive ...Code of the multidimensional fractional pseudo-Newton method using recursive ...
Code of the multidimensional fractional pseudo-Newton method using recursive ...mathsjournal
 
Ultrasound Modular Architecture
Ultrasound Modular ArchitectureUltrasound Modular Architecture
Ultrasound Modular ArchitectureJose Miguel Moreno
 
The power and Arnoldi methods in an algebra of circulants
The power and Arnoldi methods in an algebra of circulantsThe power and Arnoldi methods in an algebra of circulants
The power and Arnoldi methods in an algebra of circulantsDavid Gleich
 
Elliptic curve scalar multiplier using karatsuba
Elliptic curve scalar multiplier using karatsubaElliptic curve scalar multiplier using karatsuba
Elliptic curve scalar multiplier using karatsubaIAEME Publication
 
Data sparse approximation of the Karhunen-Loeve expansion
Data sparse approximation of the Karhunen-Loeve expansionData sparse approximation of the Karhunen-Loeve expansion
Data sparse approximation of the Karhunen-Loeve expansionAlexander Litvinenko
 
Data sparse approximation of Karhunen-Loeve Expansion
Data sparse approximation of Karhunen-Loeve ExpansionData sparse approximation of Karhunen-Loeve Expansion
Data sparse approximation of Karhunen-Loeve ExpansionAlexander Litvinenko
 
A Fibonacci-like universe expansion on time-scale
A Fibonacci-like universe expansion on time-scaleA Fibonacci-like universe expansion on time-scale
A Fibonacci-like universe expansion on time-scaleOctavianPostavaru
 
Efficient Simulations for Contamination of Groundwater Aquifers under Uncerta...
Efficient Simulations for Contamination of Groundwater Aquifers under Uncerta...Efficient Simulations for Contamination of Groundwater Aquifers under Uncerta...
Efficient Simulations for Contamination of Groundwater Aquifers under Uncerta...Alexander Litvinenko
 
Building Compatible Bases on Graphs, Images, and Manifolds
Building Compatible Bases on Graphs, Images, and ManifoldsBuilding Compatible Bases on Graphs, Images, and Manifolds
Building Compatible Bases on Graphs, Images, and ManifoldsDavide Eynard
 
Code of the Multidimensional Fractional Quasi-Newton Method using Recursive P...
Code of the Multidimensional Fractional Quasi-Newton Method using Recursive P...Code of the Multidimensional Fractional Quasi-Newton Method using Recursive P...
Code of the Multidimensional Fractional Quasi-Newton Method using Recursive P...mathsjournal
 
Module1_dsffffffffffffffffffffgggpa.pptx
Module1_dsffffffffffffffffffffgggpa.pptxModule1_dsffffffffffffffffffffgggpa.pptx
Module1_dsffffffffffffffffffffgggpa.pptxrealme6igamerr
 

Semelhante a 20320140501020 (20)

10.1.1.474.2861
10.1.1.474.286110.1.1.474.2861
10.1.1.474.2861
 
Computing the masses of hyperons and charmed baryons from Lattice QCD
Computing the masses of hyperons and charmed baryons from Lattice QCDComputing the masses of hyperons and charmed baryons from Lattice QCD
Computing the masses of hyperons and charmed baryons from Lattice QCD
 
MSc_thesis
MSc_thesisMSc_thesis
MSc_thesis
 
SYMMETRIC BILINEAR CRYPTOGRAPHY ON ELLIPTIC CURVE AND LIE ALGEBRA
SYMMETRIC BILINEAR CRYPTOGRAPHY ON ELLIPTIC CURVE  AND LIE ALGEBRASYMMETRIC BILINEAR CRYPTOGRAPHY ON ELLIPTIC CURVE  AND LIE ALGEBRA
SYMMETRIC BILINEAR CRYPTOGRAPHY ON ELLIPTIC CURVE AND LIE ALGEBRA
 
Muchtadi
MuchtadiMuchtadi
Muchtadi
 
Fixed point result in menger space with ea property
Fixed point result in menger space with ea propertyFixed point result in menger space with ea property
Fixed point result in menger space with ea property
 
Code of the multidimensional fractional pseudo-Newton method using recursive ...
Code of the multidimensional fractional pseudo-Newton method using recursive ...Code of the multidimensional fractional pseudo-Newton method using recursive ...
Code of the multidimensional fractional pseudo-Newton method using recursive ...
 
Code of the multidimensional fractional pseudo-Newton method using recursive ...
Code of the multidimensional fractional pseudo-Newton method using recursive ...Code of the multidimensional fractional pseudo-Newton method using recursive ...
Code of the multidimensional fractional pseudo-Newton method using recursive ...
 
Ultrasound Modular Architecture
Ultrasound Modular ArchitectureUltrasound Modular Architecture
Ultrasound Modular Architecture
 
The power and Arnoldi methods in an algebra of circulants
The power and Arnoldi methods in an algebra of circulantsThe power and Arnoldi methods in an algebra of circulants
The power and Arnoldi methods in an algebra of circulants
 
Elliptic curve scalar multiplier using karatsuba
Elliptic curve scalar multiplier using karatsubaElliptic curve scalar multiplier using karatsuba
Elliptic curve scalar multiplier using karatsuba
 
math camp
math campmath camp
math camp
 
Data sparse approximation of the Karhunen-Loeve expansion
Data sparse approximation of the Karhunen-Loeve expansionData sparse approximation of the Karhunen-Loeve expansion
Data sparse approximation of the Karhunen-Loeve expansion
 
Slides
SlidesSlides
Slides
 
Data sparse approximation of Karhunen-Loeve Expansion
Data sparse approximation of Karhunen-Loeve ExpansionData sparse approximation of Karhunen-Loeve Expansion
Data sparse approximation of Karhunen-Loeve Expansion
 
A Fibonacci-like universe expansion on time-scale
A Fibonacci-like universe expansion on time-scaleA Fibonacci-like universe expansion on time-scale
A Fibonacci-like universe expansion on time-scale
 
Efficient Simulations for Contamination of Groundwater Aquifers under Uncerta...
Efficient Simulations for Contamination of Groundwater Aquifers under Uncerta...Efficient Simulations for Contamination of Groundwater Aquifers under Uncerta...
Efficient Simulations for Contamination of Groundwater Aquifers under Uncerta...
 
Building Compatible Bases on Graphs, Images, and Manifolds
Building Compatible Bases on Graphs, Images, and ManifoldsBuilding Compatible Bases on Graphs, Images, and Manifolds
Building Compatible Bases on Graphs, Images, and Manifolds
 
Code of the Multidimensional Fractional Quasi-Newton Method using Recursive P...
Code of the Multidimensional Fractional Quasi-Newton Method using Recursive P...Code of the Multidimensional Fractional Quasi-Newton Method using Recursive P...
Code of the Multidimensional Fractional Quasi-Newton Method using Recursive P...
 
Module1_dsffffffffffffffffffffgggpa.pptx
Module1_dsffffffffffffffffffffgggpa.pptxModule1_dsffffffffffffffffffffgggpa.pptx
Module1_dsffffffffffffffffffffgggpa.pptx
 

Mais de IAEME Publication

IAEME_Publication_Call_for_Paper_September_2022.pdf
IAEME_Publication_Call_for_Paper_September_2022.pdfIAEME_Publication_Call_for_Paper_September_2022.pdf
IAEME_Publication_Call_for_Paper_September_2022.pdfIAEME Publication
 
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...IAEME Publication
 
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURSA STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURSIAEME Publication
 
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURSBROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURSIAEME Publication
 
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONSDETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONSIAEME Publication
 
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONSANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONSIAEME Publication
 
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINOVOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINOIAEME Publication
 
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...IAEME Publication
 
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMYVISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMYIAEME Publication
 
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...IAEME Publication
 
GANDHI ON NON-VIOLENT POLICE
GANDHI ON NON-VIOLENT POLICEGANDHI ON NON-VIOLENT POLICE
GANDHI ON NON-VIOLENT POLICEIAEME Publication
 
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...IAEME Publication
 
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...IAEME Publication
 
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...IAEME Publication
 
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...IAEME Publication
 
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...IAEME Publication
 
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...IAEME Publication
 
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...IAEME Publication
 
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...IAEME Publication
 
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENTA MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENTIAEME Publication
 

Mais de IAEME Publication (20)

IAEME_Publication_Call_for_Paper_September_2022.pdf
IAEME_Publication_Call_for_Paper_September_2022.pdfIAEME_Publication_Call_for_Paper_September_2022.pdf
IAEME_Publication_Call_for_Paper_September_2022.pdf
 
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
 
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURSA STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
 
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURSBROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
 
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONSDETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
 
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONSANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
 
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINOVOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
 
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
 
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMYVISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
 
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
 
GANDHI ON NON-VIOLENT POLICE
GANDHI ON NON-VIOLENT POLICEGANDHI ON NON-VIOLENT POLICE
GANDHI ON NON-VIOLENT POLICE
 
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
 
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
 
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
 
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
 
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
 
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
 
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
 
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
 
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENTA MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
 

Último

Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century educationjfdjdjcjdnsjd
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodJuan lago vázquez
 
Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024The Digital Insurer
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businesspanagenda
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoffsammart93
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdflior mazor
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024The Digital Insurer
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CVKhem
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MIND CTI
 
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsTop 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsRoshan Dwivedi
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 

Último (20)

Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024
 
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsTop 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 

20320140501020

  • 1. International Journal JOURNAL OF ADVANCED RESEARCH Technology (IJARET), INTERNATIONAL of Advanced Research in Engineering and IN ENGINEERING ISSN 0976 – 6480(Print), ISSNAND – 6499(Online) Volume 5, Issue 1, January (2014), © IAEME 0976 TECHNOLOGY (IJARET) ISSN 0976 - 6480 (Print) ISSN 0976 - 6499 (Online) Volume 5, Issue 1, January (2014), pp. 177-181 © IAEME: www.iaeme.com/ijaret.asp Journal Impact Factor (2013): 5.8376 (Calculated by GISI) www.jifactor.com IJARET ©IAEME CANONICAL-LAPLACE TRANSFORM AND ITS VARIOUS TESTING FUNCTION SPACES N.V. Kalyankar, S.B.Chavhan Yeshwant Mahavidyalaya Nanded-431602 ABSTRACT The linear canonical transform is a useful tool for optical analysis and signal processing. In this paper we have defined canonical-Laplace transform and have also established some testing functions spaces using Gelfand-shilov technique. Index Terms: Canonical Transform, Fourier Transform, Fractional Fourier Transform, Laplace Transform, Testing Function Space. 1. INTRODUCTION The Fourier analysis is undoubtedly the one of the most valuable and powerful tools in signal processing, image processing and many other branches of engineering sciences [6],[7].the fractional Fourier transform, a special case of linear canonical transform is studied through different analysis .Almeida[1],[2].had introduced it and proved many of its properties . The fractional Fourier transform is a generalization of classical Fourier transform, which is introduce from the mathematical aspect by Namias at first and has many applications in optics quickly[5]. The definition of Laplace transform with parameter p of f ( x ) denoted by L  f ( x )  = F ( p )   ∞ L  f ( x )  = ∫ e− px f ( x )   0 And definition of canonical transform with parameter s of f ( t ) denoted by {CT f ( t )}( s ) = 1 2π ib id 2  s ∞ e2 b  ∫ e s i a 2 −i  t  t  b  2 b  e −∞ 177 f (t )
  • 2. International Journal of Advanced Research in Engineering and Technology (IJARET), ISSN 0976 – 6480(Print), ISSN 0976 – 6499(Online) Volume 5, Issue 1, January (2014), © IAEME The definition of canonical-Laplace transform is given in section 2. S-type spaces using Gelfand-shilov technique are developed in section 3.Section 4 is devoted for the results on countable union s-type space. The notation and terminology as per Zemanian [8],[9]. Gelfand-Shilov [3],[4]. 2. DEFINITION CANONICAL CANONICAL-LAPLACE TRANSFORMS The definition of Laplace transform with parameter p of f ( x ) denoted by L  f ( x ) = F ( p )   ∞ L  f ( x )  = ∫ e− px f ( x )   0 The definition of Laplace transform with parameter s of f ( t ) denoted by id {CT f ( t )}( s ) = 2 s i a 2   s ∞ −i  t  t 1 e2 b  ∫ e  b  e2 b  f (t ) 2π ib −∞ The definition of conversional canonical -Laplace transform is defined as i d  CL { f ( t , x )} ( s, p ) = s i a 2 2   s ∞ ∞ −i  t  t 1 e 2  b  ∫ ∫ e  b  e 2  b  e − px f ( t , x ) dxdt −∞ 0 2π ib 3. VARIOUS TESTING FUNCTION SPACES 3.1 The space CLa,b,γ It is given by   t l Dtk Dxpφ ( t , x )   CLa ,b,γ = φ : φ ∈ E+ / σ l ,k , pφ ( t , x ) = sup ≤ Ckp Al .l lγ      The constant Ck,p and A depend on φ . 3.2 The space CL CL this space is given by ab ,β ab ,β { CLa ,b ,β = φ .φ ∈ E+ / ρl , k , pφ ( t , x ) = sup t l Dtk Dxpφ ( t , x ) ≤ Cl , p B k k k β } The constants Cl , p and B depend on φ . 3.3 The space CLγa ,b, β This space is formed by combining the condition (3.1) and (3.2) { CLγa ,b , β = φ : φ ∈ E+ / ξl , k , pφ ( t , x ) =sup t l Dtk Dxpφ ( t , x ) ≤ C Al l lγ B k k k , β I1 } l , k , p = 0,1, 2............ Where A,B,C depend on φ . 3.4 The space: CLγa,,m, β b It is defined as, { l CLγa,,m, β = φ : φ ∈ E+ / σ l , k , pφ ( t , x ) =sup t l Dtk Dxpφ ( t , x ) ≤ Ck , p , µ ( m + µ ) l lγ b I1 } For any µ > 0 where m is the constant, depending on the function φ . 178
  • 3. International Journal of Advanced Research in Engineering and Technology (IJARET), ISSN 0976 – 6480(Print), ISSN 0976 – 6499(Online) Volume 5, Issue 1, January (2014), © IAEME 3.5 The space CLa ,b, β ,n : This space is given by { k CLa ,b , β , n = φ : φ ∈ E+ / ρl , k , pφ ( t , x ) = sup t l Dtk Dxpφ ( t , x ) ≤ Cl , p ,δ ( n + δ ) k k β I1 } For any δ > 0 where n the constant is depends on the function φ . γ ,m 3.6 The space CLa , b , β , n : This space is defined by combining the conditions in (3.4) and (3.5). { CLγa,,m,β ,n = φ : φ ∈ E+ / ξl ,k , pφ ( t , x ) =sup t l Dtk Dxpφ ( t , x ) b I1 l k ≤ Cµδ ( m + µ ) ( n + δ ) .l lγ k k β } (3.6) 4. RESULTS ON COUNTABLE UNION S-TYPE SPACE Proposition 4.1: If m1 < m2 then CLa,,b 1 ⊂ CLa,,b 2 . The topology of CLa,,b 1 is equivalent to the topology γ m γ m γ m induced on CLa,,b 1 by CLa,,b 2 γ m γ m i.e Tγ , m1 a,b ~ Tγ ,m2 a,b / CLa ,,b γ m 1 l δ l , k , p (φ ) ≤ Ck , µ ( m1 + µ ) l lγ Proof: For φ ∈ CLa,,b 1 and γ m l b b Thus, CLa,,m1 ⊂ CLa,,m2 γ γ ≤ C k , µ , p ( m2 + µ ) l l γ The space CLa,,b can be expressed as union of countable normed spaces. γ ∞ Proposition 4.2: CLa,b = U CLa,,b 1 and if the space CLa,b is equipped with strict inductive limit γ γ γ m i =1 topology Sa,b, m defined by injective map from CLa,,b 1 to CLa ,b then the sequence {φn } in CLa ,b γ γ γ m converges to zero. Proof: we show that ∞ CLa ,b = U CLa ,.b γ γ m i =1 1 ∞ Clearly U CLa,.b 1 ⊂ CLa ,b for proving the other inclusion, let φ ∈ CLa,b then γ k γ m i =1 δ l ,k , p (φ ( t , x ) ) =sup t l Dtk Dxp φn ( t , x ) I1 ≤ Ck , p Al l lγ , (4.1) where A is some positive constant, choose an integer m = mA and µ = 0 such that Ck , p Al ≤ Ck , p ( m + µ )l . . ∞ b Then (4.1) we get φ ∈ CLa,,m1 implying that CLa,b = U CLa,,b 1 γ γ m γ i =1 Proposition 4.3: If γ 1 < γ 2 and β1 < β 2 then CLa1,b, β1 ⊂ CLa,b, β and the topology of CLai,b, βi is equivalent γ γ γ 2 2 to the topology induced on CLa1,b, β1 by CLa,2b, β 2 . γ γ Proof: Let φ ∈ CLa1,b , β1 γ 179
  • 4. International Journal of Advanced Research in Engineering and Technology (IJARET), ISSN 0976 – 6480(Print), ISSN 0976 – 6499(Online) Volume 5, Issue 1, January (2014), © IAEME ξl ,k , p (φ ) =sup t l Dtk Dxpφ ( t , x ) I1 ≤ CAl l lγ 1 B k k k β1 ≤ CAl l lγ 2 . B p k a ,b , β 2 Hence φ ∈CLγ 2 . p,β 2 wherel , k , p = 0,1, 2,3 Consequently, CLa1,b, β1 ⊂ CLa2,b,β2 . The topology of CLa1,b, β1 γ γ γ , Is equivalent to the topology Tγa2,b, β 2 / CLa2b, β 2 γ It is clear from the definition of topologies of these spaces. ∞ Proposition 4.4: CLa,b = U CLai,b,βi and if the space CLa ,b is equipped with the strict CLa ,b inductive γ γ i βi =1 limit topology defined by the injective maps from CLai,b, βi to CLa,b then the sequence {φn } in CLa ,b γ converges to zero iff {φn } is contained in some CLai,b, βi and converges to zero. γ ∞ Proof: CLa,b = U CLai,b,, βi γ γ i βi =1 Clearly ∞ a U CLγ ,b, βi ⊂ CLa γ i βi =1 i For proving other inclusion, let φ ( t , x ) ∈ CLa,b then ηl ,k , p (φ ) =sup t l Dtk Dxpφ ( t , x ) , I1 is bounded by some number. We can choose integers γ m and β m such that ηl , k , p (φ ) ≤ C Al l l ,γ B k , m , k k , β , m ∴ φ ∈ CLa ,b, βi for some integer γ i and βi γ i ∞ Hence CLa,b ⊂ U CLai,b, βi γ γ i βi =1 Thus ∞ CLa,b = U CLa,b, βi γ γ i βi =1 i 5. CONCLUSION In this paper canonical-Laplace is generalized in the form the distributional sense, and proved results on countable union s-type space. Also discussed the topological structure of some testing function spaces. REFERENCES [1] [2] [3] [4] [5] [6] Almeida Lufs B., “The fractional Fourier transform and time frequency,” representation IEEE trans. On Signal Processing, Vol. 42, No. 11, Nov. 1994. Almeida Lufs B., “An introduction to the Angular Fourier transform,” IEEE, 1993. Gelfand I.M. and Shilov G.E., “Generalized Functions,” Volume I Academic Press, New York, 1964. Gelfand I.M. and Shilov G.E., “Generalized Functions,” Volume II, Academic Press, New York, 1967. Namias Victor., “The fractional order Fourier transform and its application to quantum mechanics,” J. Inst Math. Apptics, Vol. 25, P. 241-265, 1980. Tatiana Alieva and BastiaansMartin j., “on fractional of fourier transform moment ,” IEEE signal processing letters, Vol. 7, No.o11, Nov 2000. 180
  • 5. International Journal of Advanced Research in Engineering and Technology (IJARET), ISSN 0976 – 6480(Print), ISSN 0976 – 6499(Online) Volume 5, Issue 1, January (2014), © IAEME [7] [8] [9] Tatiana Alieva and BastiaansMartin j., “Winger distribution and fractional fourier transform for 2-dimensional symmetric beams,” JUSA A, Vol. 17, No.12, Dec 2000, P.2319-2323. Zemanian A.H., “Distribution theory and transform analysis,” McGraw Hill, New York, 1965. Zemanian A.H., Generalized integral transform,” Inter Science Publisher’s New York, 1968. 181