Adaptive Signal Processing: Applications to Real-World Problems
By adaptive signal processing, we mean, in general, adaptive ?ltering.In- known environments where we need to model, identify, or track time-varying channels, adaptive ?ltering has been proven to be an e?ective and powerful tool. As a result, this tool is now in use in many di?erent ?elds. Since the...
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| Weitere Verfasser: | , |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2003
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| Schriftenreihe: | Signals and Communication Technology
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| Online-Zugang: | FHI01 BTU01 Volltext |
| Zusammenfassung: | By adaptive signal processing, we mean, in general, adaptive ?ltering.In- known environments where we need to model, identify, or track time-varying channels, adaptive ?ltering has been proven to be an e?ective and powerful tool. As a result, this tool is now in use in many di?erent ?elds. Since the invention, by Widrow and Ho? in 1959, of one of the ?rst ad- tive ?lters, the so-called least-mean-square, many applications appeared to have the potential to use this fundamental concept. While the number of - plications (using adaptive algorithms) has been (and keeps) ?ourishing with time, thanks to several successes, the need for more sophisticated adaptive algorithms became obvious as real-world problems are more complex and more demanding. Even though the theory of adaptive ?ltering is already a well-established topic in signal processing, new and improved concepts are discovered every year by researchers. Some of these recent approaches are discussed in this book. The goal of this book is to provide, for the ?rst time, a reference to the hottest real-world applications where adaptive ?ltering techniques play an important role. To do so, we invited top researchers in di?erent ?elds to c- tribute chapters addressing their speci?c topic of study. Thousands of pages wouldprobablynotbe enoughto describeallthe practicalapplicationsutil- ing adaptive algorithms. Therefore, we limited the topics to some important applications in acoustics, speech, wireless, and networking, where research is still very active and open |
| Beschreibung: | 1 Online-Ressource (XVIII, 356 p. 12 illus) |
| ISBN: | 9783662110287 |
| DOI: | 10.1007/978-3-662-11028-7 |
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| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
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| spelling | Adaptive Signal Processing Applications to Real-World Problems edited by Jacob Benesty, Yiteng Huang Berlin, Heidelberg Springer Berlin Heidelberg 2003 1 Online-Ressource (XVIII, 356 p. 12 illus) txt rdacontent c rdamedia cr rdacarrier Signals and Communication Technology By adaptive signal processing, we mean, in general, adaptive ?ltering.In- known environments where we need to model, identify, or track time-varying channels, adaptive ?ltering has been proven to be an e?ective and powerful tool. As a result, this tool is now in use in many di?erent ?elds. Since the invention, by Widrow and Ho? in 1959, of one of the ?rst ad- tive ?lters, the so-called least-mean-square, many applications appeared to have the potential to use this fundamental concept. While the number of - plications (using adaptive algorithms) has been (and keeps) ?ourishing with time, thanks to several successes, the need for more sophisticated adaptive algorithms became obvious as real-world problems are more complex and more demanding. Even though the theory of adaptive ?ltering is already a well-established topic in signal processing, new and improved concepts are discovered every year by researchers. Some of these recent approaches are discussed in this book. The goal of this book is to provide, for the ?rst time, a reference to the hottest real-world applications where adaptive ?ltering techniques play an important role. To do so, we invited top researchers in di?erent ?elds to c- tribute chapters addressing their speci?c topic of study. Thousands of pages wouldprobablynotbe enoughto describeallthe practicalapplicationsutil- ing adaptive algorithms. Therefore, we limited the topics to some important applications in acoustics, speech, wireless, and networking, where research is still very active and open Engineering Signal, Image and Speech Processing Communications Engineering, Networks Acoustics Computer Communication Networks Microwaves, RF and Optical Engineering Electronics and Microelectronics, Instrumentation Computer communication systems Microwaves Optical engineering Electronics Microelectronics Electrical engineering Adaptive Signalverarbeitung (DE-588)4128146-9 gnd rswk-swf Adaptives Filter (DE-588)4141377-5 gnd rswk-swf Echosperre (DE-588)4150994-8 gnd rswk-swf Sprachverarbeitung (DE-588)4116579-2 gnd rswk-swf Akustische Signalverarbeitung (DE-588)4283234-2 gnd rswk-swf Telekommunikationsnetz (DE-588)4133586-7 gnd rswk-swf Telekommunikationsnetz (DE-588)4133586-7 s Sprachverarbeitung (DE-588)4116579-2 s Akustische Signalverarbeitung (DE-588)4283234-2 s Echosperre (DE-588)4150994-8 s Adaptives Filter (DE-588)4141377-5 s 1\p DE-604 Adaptive Signalverarbeitung (DE-588)4128146-9 s 2\p DE-604 Benesty, Jacob edt Huang, Yiteng edt Erscheint auch als Druck-Ausgabe 9783642055072 https://doi.org/10.1007/978-3-662-11028-7 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Adaptive Signal Processing Applications to Real-World Problems Engineering Signal, Image and Speech Processing Communications Engineering, Networks Acoustics Computer Communication Networks Microwaves, RF and Optical Engineering Electronics and Microelectronics, Instrumentation Computer communication systems Microwaves Optical engineering Electronics Microelectronics Electrical engineering Adaptive Signalverarbeitung (DE-588)4128146-9 gnd Adaptives Filter (DE-588)4141377-5 gnd Echosperre (DE-588)4150994-8 gnd Sprachverarbeitung (DE-588)4116579-2 gnd Akustische Signalverarbeitung (DE-588)4283234-2 gnd Telekommunikationsnetz (DE-588)4133586-7 gnd |
| subject_GND | (DE-588)4128146-9 (DE-588)4141377-5 (DE-588)4150994-8 (DE-588)4116579-2 (DE-588)4283234-2 (DE-588)4133586-7 |
| title | Adaptive Signal Processing Applications to Real-World Problems |
| title_auth | Adaptive Signal Processing Applications to Real-World Problems |
| title_exact_search | Adaptive Signal Processing Applications to Real-World Problems |
| title_full | Adaptive Signal Processing Applications to Real-World Problems edited by Jacob Benesty, Yiteng Huang |
| title_fullStr | Adaptive Signal Processing Applications to Real-World Problems edited by Jacob Benesty, Yiteng Huang |
| title_full_unstemmed | Adaptive Signal Processing Applications to Real-World Problems edited by Jacob Benesty, Yiteng Huang |
| title_short | Adaptive Signal Processing |
| title_sort | adaptive signal processing applications to real world problems |
| title_sub | Applications to Real-World Problems |
| topic | Engineering Signal, Image and Speech Processing Communications Engineering, Networks Acoustics Computer Communication Networks Microwaves, RF and Optical Engineering Electronics and Microelectronics, Instrumentation Computer communication systems Microwaves Optical engineering Electronics Microelectronics Electrical engineering Adaptive Signalverarbeitung (DE-588)4128146-9 gnd Adaptives Filter (DE-588)4141377-5 gnd Echosperre (DE-588)4150994-8 gnd Sprachverarbeitung (DE-588)4116579-2 gnd Akustische Signalverarbeitung (DE-588)4283234-2 gnd Telekommunikationsnetz (DE-588)4133586-7 gnd |
| topic_facet | Engineering Signal, Image and Speech Processing Communications Engineering, Networks Acoustics Computer Communication Networks Microwaves, RF and Optical Engineering Electronics and Microelectronics, Instrumentation Computer communication systems Microwaves Optical engineering Electronics Microelectronics Electrical engineering Adaptive Signalverarbeitung Adaptives Filter Echosperre Sprachverarbeitung Akustische Signalverarbeitung Telekommunikationsnetz |
| url | https://doi.org/10.1007/978-3-662-11028-7 |
| work_keys_str_mv | AT benestyjacob adaptivesignalprocessingapplicationstorealworldproblems AT huangyiteng adaptivesignalprocessingapplicationstorealworldproblems |