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© 2019

Handbook of Signal Processing Systems

  • Shuvra S. Bhattacharyya
  • Ed F. Deprettere
  • Rainer Leupers
  • Jarmo Takala
Book

Table of contents

  1. Front Matter
    Pages i-xiii
  2. Applications

    1. Front Matter
      Pages 1-1
    2. Robert Bregovic, Erdem Sahin, Suren Vagharshakyan, Atanas Gotchev
      Pages 3-50
    3. Jussi Collin, Pavel Davidson, Martti Kirkko-Jaakkola, Helena Leppäkoski
      Pages 51-85
    4. Raphael Ducasse, Cem Tekin, Mihaela van der Schaar
      Pages 87-131
    5. Konstantinos Konstantinides, Guan-Ming Su, Neeraj Gadgil
      Pages 165-191
    6. William S. Levine
      Pages 193-211
    7. Marco Mattavelli, Jorn W. Janneck, Mickaël Raulet
      Pages 213-249
    8. Markku Renfors, Markku Juntti, Mikko Valkama
      Pages 251-310
    9. Alle-Jan van der Veen, Stefan J. Wijnholds, Ahmad Mouri Sardarabadi
      Pages 311-360
    10. Marilyn Wolf, Jason Schlessman
      Pages 361-377
  3. Architectures

    1. Front Matter
      Pages 379-379
    2. Oscar Gustafsson, Lars Wanhammar
      Pages 381-426
    3. Bjorn De Sutter, Praveen Raghavan, Andy Lambrechts
      Pages 427-472
    4. John McAllister
      Pages 473-502
    5. Chance Tarver, Yang Sun, Kiarash Amiri, Michael Brogioli, Joseph R. Cavallaro
      Pages 503-541
    6. Gwo Giun (Chris) Lee, Chun-Fu Chen, Tai-Ping Wang
      Pages 543-575
    7. Christian Banz, Nicolai Behmann, Holger Blume, Peter Pirsch
      Pages 577-612
    8. Mario Garrido, Fahad Qureshi, Jarmo Takala, Oscar Gustafsson
      Pages 613-647

About this book

Introduction

In this new edition of the Handbook of Signal Processing Systems, many of the chapters from the previous editions have been updated, and several new chapters have been added. The new contributions include chapters on signal processing methods for light field displays, throughput analysis of dataflow graphs, modeling for reconfigurable signal processing systems, fast Fourier transform architectures, deep neural networks, programmable architectures for histogram of oriented gradients processing, high dynamic range video coding, system-on-chip architectures for data analytics, analysis of finite word-length effects in fixed-point systems, and models of architecture. 

There are more than 700 tables and illustrations; in this edition over 300 are in color.

 This new edition of the handbook is organized in three parts. Part I motivates representative applications that drive and apply state-of-the art methods for design and implementation of signal processing systems; Part II discusses architectures for implementing these applications; and Part III focuses on compilers, as well as models of computation and their associated design tools and methodologies. 

Keywords

Astronomical Signal Processing Audio Processing Brain-Machine Interfaces Dataflow Graphs Defined Radio Digital Signal Processing Embedded Control FPGAs Field-Programmable Gate Arrays Low Power Medical Imaging Multiprocessor Modeling Reconfigurable Video Coding System-on-Chip Wireless Communication DSP Compilers Smart Camera

Editors and affiliations

  • Shuvra S. Bhattacharyya
    • 1
  • Ed F. Deprettere
    • 2
  • Rainer Leupers
    • 3
  • Jarmo Takala
    • 4
  1. 1.Department of ECE and UMIACSUniversity of MarylandCollege ParkUSA
  2. 2.Leiden Embedded Research CenterLeiden University Leiden Institute Advanced Computer ScienceLeidenThe Netherlands
  3. 3.RWTH Aachen University Software for Systems on SiliconAachenGermany
  4. 4.Department of Pervasive ComputingTampere University of TechnologyTampereFinland

About the editors

Shuvra S. Bhattacharyya is a Professor in the Department of Electrical and Computer Engineering at the University of Maryland, College Park. He holds a joint appointment in the University of Maryland Institute for Advanced Computer Studies (UMIACS). From January 2015 through December 2018, he is also a part-time visiting professor in the Department of Pervasive Computing at the Tampere University of Technology, Finland, as part of the Finland Distinguished Professor Programme (FiDiPro). His research interests include signal processing, embedded systems, electronic design automation, wireless communication, and wireless sensor networks. He received the B.S. degree from the University of Wisconsin at Madison, and the Ph.D. degree from the University of California at Berkeley.  He has held industrial positions as a Researcher at the Hitachi America Semiconductor Research Laboratory (San Jose, California), and Compiler Developer at Kuck & Associates (Champaign, Illinois). He has held a visiting research position at the US Air Force Research Laboratory (Rome, New York). He has been a Nokia Distinguished Lecturer (Finland) and Fulbright Specialist (Austria and Germany). He has received the NSF Career Award (USA). He is a Fellow of the IEEE.

Ed F. Deprettere received the M.Sc degree in Electrical Engineering from Ghent University (Belgium) in 1968, and the Ph.D. degree in Electrical Engineering from Delft University of Technology (The Netherlands) in 1980. At Delft he has held visiting research positions at Stanford University, University of California at Los Angeles, and Philips Research.  In 2000 he joined Leiden University as full professor in the Leiden Institute of Advanced Computer Science, where he has been head of the Leiden Embedded Research Center. While in Leiden, he held visiting professor positions at the Indian Institute of Science (Bangalore, India), and the Technical University of Sofia (Bulgaria). He was founder of the Daedalus foundation which was to coordinate the co-operation with Sofia.  Ed F. Deprettere is now emeritus professor since 2012.

Rainer Leupers received the M.Sc. (Dipl.-Inform.) and Ph.D. (Dr. rer. nat.) degrees in Computer Science with honors from TU Dortmund in 1992 and 1997. From 1997-2001 he was the chief engineer at the Embedded Systems chair at TUDortmund. In 2002, Dr. Leupers joined RWTH Aachen University as a professor for Software for Systems on Silicon. Since then, he has also been a visiting faculty member at the ALARI Institute in Lugano. His research and teaching activities comprise software development tools, processor architectures, and system-level electronic design automation, with focus on application-specific multicore systems. He published numerous books and technical papers, and heserved in committees of leading international conferences, including DAC, DATE, and ICCAD. He was a co-chair of the MPSoC Forum and SCOPES. Dr. Leupers received several scientific awards, including Best Paper Awards at DATE 2000, 2008 and DAC 2002, as well as multiple industry awards. He holds several patents on processor design automation technologies and has been a co-founder of LISATek (now with Synopsys), Silexica, and Secure Elements. He has served as consultant for various companies, as an expert for the European Commission, and in the management boards of large-scale projects like UMIC, HiPEAC, Eurolab4HPC, and ARTIST. He is the coordinator of EU projects TETRACOM and TETRAMAX on academia-industry technology transfer.

Jarmo Takala received his M.Sc. (hons) degree in Electrical Engineering and Dr.Tech. degree in Information Technology from Tampere University of Technology, Tampere, Finland (TUT) in 1987 and 1999, respectively. He has held industrial positions as a Research Scientist at VTT-Automation, Tampere, Finland, and a Senior Research Engineer at Nokia Research Center. Since 2000, he has been Professor in Computer Engineering at TUT and held various positions as Head of Department of Computer Engineering, Dean of Faculty of Computing and Electrical Engineering, and currently Vice President. Dr. Takala is a senior member of IEEE and has acted as the Chair of IEEE Signal Processing Society's Design and Implementation of Signal Processing Systems Technical Committee.




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