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Implementation of Particle Filters - Algorithms and Hardware Architectures
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Implementation of Particle Filters - Algorithms and Hardware Architectures - Taschenbuch

2010, ISBN: 9783639031676

[ED: Taschenbuch / Paperback], [PU: VDM Verlag Dr. Müller], Particle filters outperform most of the traditional filtering methods, such as Kalman filters, offering excellent performance in very difficult problems including communications, signal processing, navigation, and computer vision. Hence, particle filters have been the focus of wide research recently and immense literature can be found on their theory. Most of these works recognize the complexity and computational intensity of particle filters, but there has been little effort directed toward real-time implementation of these filters. The objective of this monograph isto develop and design efficient hardware for particle filters, andthereby bring them closer to practical applications. To achieve this objective, algorithmic transformations that lead to improved scalability of design and reduced hardware resources have been performed. Architectures for particle filters have been proposed and implemented on an FPGA platform. The issues tackled include reduction of computational complexity, improvement of scalability of parallel implementation and reduction of memory requirements., [SC: 0.00], Neuware, gewerbliches Angebot, 22 cm, [GW: 195g]

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Implementation of Particle Filters - Miodrag Bolic
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Miodrag Bolic:
Implementation of Particle Filters - Taschenbuch

2010, ISBN: 3639031679

ID: 9734094625

[EAN: 9783639031676], Neubuch, [PU: Vdm Verlag Jun 2010], This item is printed on demand - Print on Demand Titel. - Particle filters outperform most of the traditional filtering methods, such as Kalman filters, offering excellent performance in very difficult problems including communications, signal processing, navigation, and computer vision. Hence, particle filters have been the focus of wide research recently and immense literature can be found on their theory. Most of these works recognize the complexity and computational intensity of particle filters, but there has been little effort directed toward real-time implementation of these filters. The objective of this monograph isto develop and design efficient hardware for particle filters, andthereby bring them closer to practical applications. To achieve this objective, algorithmic transformations that lead to improved scalability of design and reduced hardware resources have been performed. Architectures for particle filters have been proposed and implemented on an FPGA platform. The issues tackled include reduction of computational complexity, improvement of scalability of parallel implementation and reduction of memory requirements. 132 pp. Englisch

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Implementation of Particle Filters - Miodrag Bolic
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Implementation of Particle Filters - neues Buch

ISBN: 9783639031676

ID: 1c7ed22e785aa242e88c5ada71b51fa8

Particle filters outperform most of the traditional filtering methods, such as Kalman filters, offering excellent performance in very difficult problems including communications, signal processing, navigation, and computer vision. Hence, particle filters have been the focus of wide research recently and immense literature can be found on their theory. Most of these works recognize the complexity and computational intensity of particle filters, but there has been little effort directed toward real-time implementation of these filters. The objective of this monograph isto develop and design efficient hardware for particle filters, andthereby bring them closer to practical applications. To achieve this objective, algorithmic transformations that lead to improved scalability of design and reduced hardware resources have been performed. Architectures for particle filters have been proposed and implemented on an FPGA platform. The issues tackled include reduction of computational complexity, improvement of scalability of parallel implementation and reduction of memory requirements. Bücher / Naturwissenschaften, Medizin, Informatik & Technik / Technik, [PU: VDM Verlag Dr. Müller, Saarbrücken]

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Implementation of Particle Filters - Miodrag Bolic
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Miodrag Bolic:
Implementation of Particle Filters - neues Buch

2008, ISBN: 9783639031676

[ED: Pappeinband], [PU: Bertrams Print On Demand], - Particle filters outperform most of the traditional filtering methods, such as Kalman filters, offering excellent performance in very difficult problems including communications, signal processing, navigation, and computer vision. Hence, particle filters have been the focus of wide research recently and immense literature can be found on their theory. Most of these works recognize the complexity and computational intensity of particle filters, but there has been little effort directed toward real-time implementation of these filters. The objective of this monograph is to develop and design efficient hardware for particle filters, and thereby bring them closer to practical applications. To achieve this objective, algorithmic transformations that lead to improved scalability of design and reduced hardware resources have been performed. Architectures for particle filters have been proposed and implemented on an FPGA platform. The issues tackled include reduction of computational complexity, improvement of scalability of parallel implementation and reduction of memory requirements. - Besorgungstitel - vorauss. Lieferzeit 3-5 Tage.., [SC: 0.00]

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Implementation of Particle Filters - Miodrag Bolic
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Miodrag Bolic:
Implementation of Particle Filters - neues Buch

ISBN: 9783639031676

ID: 8871a6730b42ab982c6abfa4a03e94e5

Particle filters outperform most of the traditional filtering methods, such as Kalman filters, offering excellent performance in very difficult problems including communications, signal processing, navigation, and computer vision. Hence, particle filters have been the focus of wide research recently and immense literature can be found on their theory. Most of these works recognize the complexity and computational intensity of particle filters, but there has been little effort directed toward real-time implementation of these filters. The objective of this monograph isto develop and design efficient hardware for particle filters, andthereby bring them closer to practical applications. To achieve this objective, algorithmic transformations that lead to improved scalability of design and reduced hardware resources have been performed. Architectures for particle filters have been proposed and implemented on an FPGA platform. The issues tackled include reduction of computational complexity, improvement of scalability of parallel implementation and reduction of memory requirements. Buch / Broschur, [PU: VDM Verlag Dr. Müller, Saarbrücken]

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Implementation of Particle Filters

Particle filters outperform most of the traditional filtering methods, such as Kalman filters, offering excellent performance in very difficult problems including communications, signal processing, navigation, and computer vision. Hence, particle filters have been the focus of wide research recently and immense literature can be found on their theory. Most of these works recognize the complexity and computational intensity of particle filters, but there has been little effort directed toward real-time implementation of these filters. The objective of this monograph is to develop and design efficient hardware for particle filters, and thereby bring them closer to practical applications. To achieve this objective, algorithmic transformations that lead to improved scalability of design and reduced hardware resources have been performed. Architectures for particle filters have been proposed and implemented on an FPGA platform. The issues tackled include reduction of computational complexity, improvement of scalability of parallel implementation and reduction of memory requirements.

Detailangaben zum Buch - Implementation of Particle Filters


EAN (ISBN-13): 9783639031676
ISBN (ISBN-10): 3639031679
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2008
Herausgeber: VDM Verlag
132 Seiten
Gewicht: 0,213 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 04.12.2008 15:28:13
Buch zuletzt gefunden am 17.09.2017 10:36:18
ISBN/EAN: 3639031679

ISBN - alternative Schreibweisen:
3-639-03167-9, 978-3-639-03167-6


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