Design of Systolic Algorithms and Architectures for Digital Signal Processing PDF Download

Author: Ling Wang
Publisher:
ISBN: 9789512218554
Category :
Languages : en
Pages : 31

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Author: Krzysztof Wojciech Przytula
Publisher:
ISBN:
Category :
Languages : en
Pages : 456

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Book Description

Author: Gustavo Ruiz
Publisher: BoD – Books on Demand
ISBN: 9535108743
Category : Computers
Languages : en
Pages : 326

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Book Description
Digital signal processing (DSP) covers a wide range of applications in which the implementation of high-performance systems to meet stringent requirements and performance constraints is receiving increasing attention both in the industrial and academic contexts. Conceived to be available to a wide audience, the aim of this book is to provide students, researchers, engineers and the industrial community with a guide to the latest advances in emerging issues in the design and implementation of DSP systems for application-specific circuits and programmable devices. The book is divided into different sections including real-time audio applications, optical signal processing, image and video processing and advanced architectures and implementations. It will enable early-stage researchers and developers to deal with the important gap in knowledge in the transition from algorithm specification to the design of architectures for VLSI implementations.

Author: Magdy A Bayoumi
Publisher: World Scientific
ISBN: 9814494992
Category : Computers
Languages : en
Pages : 131

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Book Description
Circuits and architectures have become more complex in terms of structure, interconnection topology, and data flow. Design correctness has become increasingly significant, as errors in design may result in strenuous debugging, or even in the repetition of a costly manufacturing process. Although circuit simulation has been used traditionally and widely as the technique for checking hardware and architectural designs, it does not guarantee the conformity of designs to specifications. Formal methods therefore become vital in guaranteeing the correctness of designs and have thus received a significant amount of attention in the CAD industry today.This book presents a formal method for specifying and verifying the correctness of systolic array designs. Such architectures are commonly found in the form of accelerators for digital signal, image, and video processing. These arrays can be quite complicated in topology and data flow. In the book, a formalism called STA is defined for these kinds of dynamic environments, with a survey of related techniques. A framework for specification and verification is established. Formal verification techniques to check the correctness of the systolic networks with respect to the algorithmic level specifications are explained. The book also presents a Prolog-based formal design verifier (named VSTA), developed to automate the verification process, as using a general purpose theorem prover is usually extremely time-consuming. Several application examples are included in the book to illustrate how formal techniques and the verifier can be used to automate proofs.

Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 35

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Book Description
The research sponsored by this grant is focused on the development of a theoretical and technological basis for designing efficient systolic arrays for digital-signal processing algorithms. The major contributions of the research are the following: Data reduction techniques via the utilization of algorithm properties Conversion of sequential input signal into input blocks by means of a spiral systolic mesh that is suitable for parallel processing and that is flexible for enabling various array dimensions Devising a hybrid of SA and data-flow approach, making data streams independent of computations executed in each processor, thus reducing waiting time. The communication (PE) protocols resolve the data-flow conflicts created by the merging of the spiral and asynchronous systolic array architecture.

Author: Magdy A. Bayoumi
Publisher: Springer Science & Business Media
ISBN: 1461527627
Category : Technology & Engineering
Languages : en
Pages : 407

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Book Description
Designing VLSI systems represents a challenging task. It is a transfonnation among different specifications corresponding to different levels of design: abstraction, behavioral, stntctural and physical. The behavioral level describes the functionality of the design. It consists of two components; static and dynamic. The static component describes operations, whereas the dynamic component describes sequencing and timing. The structural level contains infonnation about components, control and connectivity. The physical level describes the constraints that should be imposed on the floor plan, the placement of components, and the geometry of the design. Constraints of area, speed and power are also applied at this level. To implement such multilevel transfonnation, a design methodology should be devised, taking into consideration the constraints, limitations and properties of each level. The mapping process between any of these domains is non-isomorphic. A single behavioral component may be transfonned into more than one structural component. Design methodologies are the most recent evolution in the design automation era, which started off with the introduction and subsequent usage of module generation especially for regular structures such as PLA's and memories. A design methodology should offer an integrated design system rather than a set of separate unrelated routines and tools. A general outline of a desired integrated design system is as follows: * Decide on a certain unified framework for all design levels. * Derive a design method based on this framework. * Create a design environment to implement this design method.

Author: Peter Pirsch
Publisher: John Wiley & Sons
ISBN:
Category : Computer architecture
Languages : en
Pages : 0

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Book Description
About The Book: This book fuses signal processing algorithms and VLSI circuit design to assist digital signal processing architecture developers. The author then shows how this technique can be used in applications such as: signal transmission and storage, manufacturing process quality control and assurance, autonomous mobile system control and biomedical process analysis. This new publication is a revised and expanded version.

Author: Peter Pirsch
Publisher: Wiley
ISBN: 9780470665442
Category : Science
Languages : en
Pages : 512

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Book Description
This book addresses hardware architectures for implementations of Digital Signal Processing algorithms. Depending on software requirements, DSP may be implemented as dedicated hardware or as software programmable devices, and architectures for implementations of basic operations and basic functions are relevant for both implementation types. The mapping of signal processing algorithms onto specific array processors is covered, as are special applications digital filters and linear transforms. The architectures of programmable DSPs are integral to the book, and architectural measures to increase signal processing performance are explained. Both basic architectures of standard processors, and more specialist means such as SIMD, VLIW, and superscalar architectures are included. Significant developments in technology since the previous edition will receive particular focus: these include semiconductor technologies enabling the implementation of several programmable cores on one chip; multiprocessors with homogenous and heterogeneous structures; and Field Programmable Gate Arrays (FPGAs) allowing rapid prototyping. A concluding chapter looks at alternative DSP design styles (dedicated digital design, implementations using commercial DSP processors, application specific programmable processors, FPGA implementations) driven by application demands and implementation constraints. The focus of the book is the transition of signal processing algorithms to hardware architectures for VLSI implementations.

Author: Sen-Maw Kuo
Publisher: Prentice Hall
ISBN:
Category : Technology & Engineering
Languages : en
Pages : 634

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Book Description
This CD contains five appendices from the book and programs (MATLAB, Simulink, C, and TMS320C5000 assembly) with their associated data files.

Author: Vijay Madisetti
Publisher: Butterworth-Heinemann
ISBN:
Category : Computers
Languages : en
Pages : 554

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Book Description
This is the only book that offers a thorough treatment of the following: design and application of programmable digital signal processors; formal specification and optimization of signal processing architectures and circuits; high-level synthesis of DSP architectures and datapaths; detailed treatment of application-specific integrated circuits (ASICs); scheduling, allocation and assignment algorithms for multiple processor DSP systems; and hardware/software co-design issues in DSP. VLSI Digital Signal Processors: An Introduction to Rapid Prototyping and Design Synthesis provides a cohesive, quantitative and clear exposition of the implementation and prototyping of digital signal processing algorithms on programmable signal processors, parallel processing systems and application-specific ICs. Included are both programmable and dedicated digital signal processors, and discussions of the latest optimization methods and the use of computer-aided-design techniques.