On adaptive filtering in oversampled subbands:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Aachen
Shaker
1998
|
| Edition: | Als Ms. gedr. |
| Series: | Berichte aus der Kommunikations- und Informationstechnik
8 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | X, 197 S. Ill., graph. Darst. |
| ISBN: | 3826545664 |
Staff View
MARC
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| 003 | DE-604 | ||
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| 007 | t | ||
| 008 | 981215s1998 gw ad|| |||| 00||| eng d | ||
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| 082 | 0 | |a 621.3815/324 |2 21 | |
| 100 | 1 | |a Weiß, Stephan |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a On adaptive filtering in oversampled subbands |c S. Weiss, R. W. Stewart |
| 250 | |a Als Ms. gedr. | ||
| 264 | 1 | |a Aachen |b Shaker |c 1998 | |
| 300 | |a X, 197 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Berichte aus der Kommunikations- und Informationstechnik |v 8 | |
| 650 | 4 | |a Adaptive filters | |
| 650 | 4 | |a Signal processing |x Digital techniques | |
| 650 | 0 | 7 | |a Filterbank |0 (DE-588)4154389-0 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Abtastung |0 (DE-588)4140375-7 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Subband |0 (DE-588)4352094-7 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Adaptives Filter |0 (DE-588)4141377-5 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Adaptives Filter |0 (DE-588)4141377-5 |D s |
| 689 | 0 | |5 DE-604 | |
| 689 | 1 | 0 | |a Subband |0 (DE-588)4352094-7 |D s |
| 689 | 1 | 1 | |a Abtastung |0 (DE-588)4140375-7 |D s |
| 689 | 1 | 2 | |a Adaptives Filter |0 (DE-588)4141377-5 |D s |
| 689 | 1 | 3 | |a Filterbank |0 (DE-588)4154389-0 |D s |
| 689 | 1 | |5 DE-604 | |
| 700 | 1 | |a Stewart, Robert W. |e Verfasser |4 aut | |
| 830 | 0 | |a Berichte aus der Kommunikations- und Informationstechnik |v 8 |w (DE-604)BV011131944 |9 8 | |
| 856 | 4 | 2 | |m DNB Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008360169&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
Record in the Search Index
| _version_ | 1805068205496991744 |
|---|---|
| adam_text |
CONTENTS
1
INTRODUCTION
1
1.1
CONTEXT
OF
WORK
.
1
1.2
SCOPE
AND
CONTRIBUTION
.
5
1.3
OVERVIEW
.
6
2
ADAPTIVE
FILTERING
ALGORITHMS
9
2.1
GENERAL
FILTERING
PROBLEM
.
9
2.2
OPTIMUM
WIENER
FILTER
.
10
2.2.1
MEAN
SQUARED
ERROR
FORMULATION
.
10
2.2.2
MINIMIZATION
AND
WIENER-HOPF
SOLUTION
.
12
2.2.3
MINIMUM
MEAN
SQUARED
ERROR
.
13
2.3
LEAST
MEAN
SQUARE
ALGORITHMS
.
14
2.3.1
PRELIMINARIES
-
GRADIENT
DESCENT
TECHNIQUES
.
14
2.3.2
ONE
SAMPLE
GRADIENT
ESTIMATES
.
15
2.3.3
CONVERGENCE
CHARACTERISTICS
.
15
2.4
LEAST
SQUARES
METHODS
.
19
2.4.1
LEAST
SQUARES
FORMULATION
.
19
2.4.2
RECURSIVE
LEAST
SQUARES
ALGORITHM
.
20
2.4.3
ALGORITHM
COMPLEXITY
.
22
2.5
LINKS
BETWEEN
LMS
AND
RLS
ALGORITHMS
.
22
2.5.1
NORMALIZED
LMS
ALGORITHM
.
22
2.5.2
AFFINE
PROJECTION
ALGORITHMS
.
25
2.6
IMPLEMENTATIONS
AND
COMPLEXITY
ISSUES
.
29
2.6.1
FREQUENCY
DOMAIN
IMPLEMENTATION
.
29
2.6.2
SUBBAND
IMPLEMENTATION
.
30
2.7
CONCLUDING
REMARKS
.
32
3
FILTER
BANKS
AND
SUBBAND
STRUCTURES
FOR
ADAPTIVE
SUBBAND
PROCESS
ING
33
3.1
PRELIMINARIES
ON
MULTIRATE
SYSTEMS
.
34
3.1.1
BASIC
MULTIRATE
OPERATIONS
.
34
3.1.2
SIGNAL
BANDWIDTH
AND
SAMPLING
.
36
3.2
SIGNAL
DECOMPOSITIONS
.
39
3.2.1
ORTHOGONAL
DECOMPOSITIONS
.
39
3.2.2
REDUNDANT
DECOMPOSITIONS
.
41
3.3
FILTER
BANK
ANALYSIS
.
42
3.3.1
MODULATION
DESCRIPTION
.
42
3.3.2
POLYPHASE
REPRESENTATION
.
43
3.3.3
LOSSLESS
EXPANSIONS
.
45
3.4
DIFFERENT
APPROACHES
TO
SUBBAND
ADAPTIVE
FILTERING
.
46
3.4.1
ALIASING
IN
THE
DECIMATION
STAGE
.
46
3.4.2
CRITICALLY
DECIMATED
FILTER
BANKS
.
49
3.4.3
OVERSAMPLED
FILTER
BANKS
.
55
3.5
CONCLUDING
REMARKS
.
61
4
OVERSAMPLED
GDFT
FILTER
BANKS
63
4.1
COMPLEX
VALUED
GDFT
FILTER
BANKS
.
63
4.1.1
GDFT
MODULATION
.
63
4.1.2
POLYPHASE
REPRESENTATION
.
69
4.1.3
PERFECT
RECONSTRUCTION
AND
GABOR
FRAMES
.
70
4.2
EFFICIENT
FILTER
BANK
IMPLEMENTATION
.
72
4.2.1
POLYPHASE
FACTORIZATION
.
72
4.2.2
TRANSFORM
IMPLEMENTATION
.
77
4.2.3
COMPUTATIONAL
COMPLEXITY
.
79
4.3
SSB
MODULATED
REAL
VALUED
FILTER
BANKS
.
80
4.3.1
SSB
BY
WEAVER
METHOD
AND
MODIFICATIONS
.
80
4.3.2
SSB
BY
GDFT
FILTER
BANK
MODIFICATION
.
82
4.4
COMPLEX
VS
REAL
VALUED
SUBBAND
PROCESSING
.
86
4.5
FILTER
DESIGN
.
88
4.5.1
REQUIREMENTS
.
88
4.5.2
DYADICALLY
ITERATED
HALFBAND
FILTERS
.
91
4.5.3
ITERATIVE
LEAST
SQUARES
DESIGN
.
94
4.6
CONCLUDING
REMARKS
.
100
5
PERFORMANCE
OF
SUBBAND
ADAPTIVE
FILTER
SYSTEMS
103
5.1
GENERAL
PERFORMANCE
LIMITING
INFLUENCES
.
103
5.1.1
PERFORMANCE
CRITERIA
.
104
5.1.2
PERFORMANCE
LIMITATIONS
.
106
5.2
MINIMUM
MEAN
SQUARED
ERROR
LIMITATIONS
.
108
5.2.1
MEASURING
ALIASING
.
108
5.2.2
MMSE
APPROXIMATIONS
.
113
5.3
MODELLING
ACCURACY
.
117
5.3.1
EQUIVALENT
FULLBAND
MODEL
RECONSTRUCTION
.
117
5.3.2
MAXIMALLY
ACHIEVABLE
MODEL
ACCURACY
.
120
5.4
SIMULATIONS
AND
RESULTS
.
121
5.4.1
SUBBAND
PARAMETERS
.
122
5.4.2
PERFORMANCE
LIMITS
.
129
5.5
CONCLUDING
REMARKS
.
136
6
VARIABLE
TAP-PROFILES
FOR
SUBBAND
ADAPTIVE
FILTERS
139
6.1
IDEA
AND
BACKGROUND
.
139
6.1.1
MOTIVATION
.
139
6.1.2
APPROACHES
AND
METHODS
.
141
6.2
EQUIVALENT
FULLBAND
MODEL
LENGTH
AND
COMPLEXITY
.
143
6.2.1
COMPUTATIONAL
COMPLEXITY
.
143
6.2.2
EQUIVALENT
FULLBAND
MODEL
LENGTH
.
148
6.3
TAP-PROFILE
ADAPTATION
.
150
6.3.1
OPTIMUM
TAP-PROFILE
.
150
6.3.2
TAP-DISTRIBUTION
MECHANISM
.
153
6.3.3
DISTRIBUTION
CRITERIA
.
154
6.4
SIMULATIONS
.
156
6.4.1
PERFORMANCE
AT
GIVEN
BENCHMARK
.
156
6.4.2
BIAS
OF TAP-PROFILE
ADAPTATION
.
162
6.5
CONCLUDING
REMARKS
.
165
7
CONCLUSIONS
167
7.1
RESUME
.
167
7.2
CORE
RESULTS
.
170
7.3
OUTLOOK
.
171
7.3.1
EXTENSIONS
.
171
7.3.2
RELATED
APPLICATIONS
.
172
MATHEMATICAL
NOTATIONS
175
ACRONYMS
179
BIBLIOGRAPHY
181 |
| any_adam_object | 1 |
| author | Weiß, Stephan Stewart, Robert W. |
| author_facet | Weiß, Stephan Stewart, Robert W. |
| author_role | aut aut |
| author_sort | Weiß, Stephan |
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| building | Verbundindex |
| bvnumber | BV012329571 |
| callnumber-first | T - Technology |
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| callnumber-subject | TK - Electrical and Nuclear Engineering |
| ctrlnum | (OCoLC)41980687 (DE-599)BVBBV012329571 |
| dewey-full | 621.3815/324 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.3815/324 |
| dewey-search | 621.3815/324 |
| dewey-sort | 3621.3815 3324 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
| edition | Als Ms. gedr. |
| format | Book |
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| id | DE-604.BV012329571 |
| illustrated | Illustrated |
| indexdate | 2024-07-20T03:46:25Z |
| institution | BVB |
| isbn | 3826545664 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-008360169 |
| oclc_num | 41980687 |
| open_access_boolean | |
| owner | DE-29T DE-634 |
| owner_facet | DE-29T DE-634 |
| physical | X, 197 S. Ill., graph. Darst. |
| publishDate | 1998 |
| publishDateSearch | 1998 |
| publishDateSort | 1998 |
| publisher | Shaker |
| record_format | marc |
| series | Berichte aus der Kommunikations- und Informationstechnik |
| series2 | Berichte aus der Kommunikations- und Informationstechnik |
| spelling | Weiß, Stephan Verfasser aut On adaptive filtering in oversampled subbands S. Weiss, R. W. Stewart Als Ms. gedr. Aachen Shaker 1998 X, 197 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Berichte aus der Kommunikations- und Informationstechnik 8 Adaptive filters Signal processing Digital techniques Filterbank (DE-588)4154389-0 gnd rswk-swf Abtastung (DE-588)4140375-7 gnd rswk-swf Subband (DE-588)4352094-7 gnd rswk-swf Adaptives Filter (DE-588)4141377-5 gnd rswk-swf Adaptives Filter (DE-588)4141377-5 s DE-604 Subband (DE-588)4352094-7 s Abtastung (DE-588)4140375-7 s Filterbank (DE-588)4154389-0 s Stewart, Robert W. Verfasser aut Berichte aus der Kommunikations- und Informationstechnik 8 (DE-604)BV011131944 8 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008360169&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Weiß, Stephan Stewart, Robert W. On adaptive filtering in oversampled subbands Berichte aus der Kommunikations- und Informationstechnik Adaptive filters Signal processing Digital techniques Filterbank (DE-588)4154389-0 gnd Abtastung (DE-588)4140375-7 gnd Subband (DE-588)4352094-7 gnd Adaptives Filter (DE-588)4141377-5 gnd |
| subject_GND | (DE-588)4154389-0 (DE-588)4140375-7 (DE-588)4352094-7 (DE-588)4141377-5 |
| title | On adaptive filtering in oversampled subbands |
| title_auth | On adaptive filtering in oversampled subbands |
| title_exact_search | On adaptive filtering in oversampled subbands |
| title_full | On adaptive filtering in oversampled subbands S. Weiss, R. W. Stewart |
| title_fullStr | On adaptive filtering in oversampled subbands S. Weiss, R. W. Stewart |
| title_full_unstemmed | On adaptive filtering in oversampled subbands S. Weiss, R. W. Stewart |
| title_short | On adaptive filtering in oversampled subbands |
| title_sort | on adaptive filtering in oversampled subbands |
| topic | Adaptive filters Signal processing Digital techniques Filterbank (DE-588)4154389-0 gnd Abtastung (DE-588)4140375-7 gnd Subband (DE-588)4352094-7 gnd Adaptives Filter (DE-588)4141377-5 gnd |
| topic_facet | Adaptive filters Signal processing Digital techniques Filterbank Abtastung Subband Adaptives Filter |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008360169&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV011131944 |
| work_keys_str_mv | AT weißstephan onadaptivefilteringinoversampledsubbands AT stewartrobertw onadaptivefilteringinoversampledsubbands |