- Docente: Roberto Guerrieri
- Credits: 6
- SSD: ING-INF/01
- Language: Italian
- Teaching Mode: Traditional lectures
- Campus: Bologna
- Corso: Second cycle degree programme (LM) in Electronic Engineering (cod. 0934)
Learning outcomes
Analysis of algorithms for image compression and speech processing from the perspective of the digital system designer. Definitions of the specifications derived from these algorithms. Spec mapping on various computational architectures. Examples of digital signal processing algorithms suitable for parallel architectures such as GPUs and multiGPUs. Elements of instructions scheduling. Impact of word length on some filtering algorithms.
Course contents
Analysis of algorithms for signal processing applied to image
compression, speech processing and biomedical image
processing.
Analysis of architectures for DSP based on dedicated and
programmable devices
Parallelism and signal processing: algorithms for
parallelism extraction Mapping of signal processing algorithms on
different hardware architectures
Impact of word length on various DSP algorithms
Lab work: programming of multiGPU machines for DSP
Readings/Bibliography
K. K. Parhi - VLSI Digital Signal Processing Systems - Wiley - 1999
Teaching methods
Classroom lessons
Lab work
Assessment methods
Discussion of course material
Teaching tools
Lab tools for DSP programming
Office hours
See the website of Roberto Guerrieri