An important working resource for engineers and researchers involved in the design, development, and implementation of signal processing systems
The last decade has seen a rapid expansion of the use of field programmable gate arrays (FPGAs) for a wide range of applications beyond traditional digital signal processing (DSP) systems. Written by a team of experts working at the leading edge of FPGA research and development, this second edition of FPGA-based Implementation of Signal Processing Systems has been extensively updated and revised to reflect the latest iterations of FPGA theory, applications, and technology. Written from a system-level perspective, it features expert discussions of contemporary methods and tools used in the design, optimization and implementation of DSP systems using programmable FPGA hardware. And it provides a wealth of practical insights—along with illustrative case studies and timely real-world examples—of critical concern to engineers working in the design and development of DSP systems for radio, telecommunications, audio-visual, and security applications, as well as bioinformatics, Big Data applications, and more. Inside you will find up-to-date coverage of:
- FPGA solutions for Big Data Applications, especially as they apply to huge data sets
- The use of ARM processors in FPGAs and the transfer of FPGAs towards heterogeneous computing platforms
- The evolution of High Level Synthesis tools—including new sections on Xilinx's HLS Vivado tool flow and Altera's OpenCL approach
- Developments in Graphical Processing Units (GPUs), which are rapidly replacing more traditional DSP systems
FPGA-based Implementation of Signal Processing Systems, 2nd Edition is an indispensable guide for engineers and researchers involved in the design and development of both traditional and cutting-edge data and signal processing systems. Senior-level electrical and computer engineering graduates studying signal processing or digital signal processing also will find this volume of great interest.
Keywords: signal processing; digital signal processing; signal processing systems; digital signal processing systems; DSP; programmable signal processing systems; programmable digital signal processing systems; field programmable gate arrays; FPGAs; field programmable gate array hardware; field programmable gate array hardware for digital signal processing; FPGA hardware in DSP; waves and wave mechanics; FPGAs in telecommunications systems; FPGAs in sensor arrays; FPGA Big Data applications; FPGA big data collation and analysis; computer science; digital signal process systems design; digital signal processing systems development; DSP systems design; DSP systems development; FPGA theory; FPGA design; FPGA applications; FPGAs applications in bioinformatics; FPGAs applications for petroleum industry; applying acceleration using FPGAs; FPGAs for very large data sets; FPGA Big Data applications for bioinformatics data sets; FPGA Big Data applications for oil and gas data sets; FPGA-based implementations for Signal Processing; FPGA-based implementations for digital signal processing, Database & Data Warehousing Technologies, Circuit Theory & Design / VLSI / ULSI, Database & Data Warehousing Technologies, Circuit Theory & Design / VLSI / ULSI