Lecture

Signal and Data Analysis - WS0910

Ch. Weinheimer and J.P. Wessels

Tuesday 12-14, Wednesday 13-14, Room 104, IKP

Exercises: T. Dietel, Ch. Weinheimer and J.P. Wessels

Script, Chapter 1,2,4 (13.01.10) (pdf-file),

1. Introduction
2. Signal Processing
   • Signals and linear systems
   • Laplace transformation
     • Java applet: Voltage divider
     • Java applet: Oscilloscope probe
   • Transfer functions and filters
   • Transmission lines
     • Java applet: Reflection of Signals
   • Stochastic signals and noise
   • Real operational amplifiers and systems with feedback
   • Time discrete signals
   • Digital filtering
   • Java applet: Basic digital filters
   • Java applet: Digital filters with sound
3. Data Acquistion (Chapter 3.1)
   • Logic levels (TTL, NIM, ECL)
   • Analog-to-digital conversion
   • Time-to-digital conversion
   • Elementary digital circuits
   • Sequential digital circuits
   • Digital storage elements
   • Logic arrays and CPUs
   • Triggers
   • Dead time
   • Data compression

4. Data Analysis
   • Probability, Probability density function
   • Examples of probability density functions
   • Two- and multi-dimensional probability density functions
   • Monte Carlo methods
   • Fitting

Exercises

• Sheet 1
• Sheet 2
• Sheet 3
• Sheet 4 Data for Exercise 1
• Sheet 5
• Sheet 6 Example Programs
• Sheet 7
• Sheet 8
• Sheet 9
• Sheet 10 huffman.bin huffman.txt
• Sheet 11
• Sheet 12 Example Solutions: Detector Simulation Detector Simulation (with scattering) RANDU
• Sheet 13 Example Solutions: Least Squares Fit

Dictionary (German<->English)

Literature

Cowan: Statistical Data Analysis (E)
Press et al.: Numerical Recipes in C (E)
Christoph Baumann hat die Einzelkapitel in einem pdf-File zusammengefasst.
Horrowitz, Hill: The Art of Electronics (E)
Tietze-Schenk: Halbleiter-Schaltungstechnik (D/E)
Stearns: Digitale Verarbeitung analoger Signale (D/E)
Renk: Messdatenerfassung in der Kern- und Teilchenphysik (D)
http://qgp.uni-muenster.de/~weinheim/lehre/ws0910/signals/

Resources

PSpice (Windows) - http://www.orcad.com/downloads.aspx
PSpice (Linux) - http://www.repairfaq.org/ELE/F_Free_Spice2.html
PC-Oscilloscope via soundcard - http://www.zeitnitz.de/Christian/Scope/Scope_en.html
ROOT - http://root.cern.ch
LINUX (PAIPIX) Live-DVD with ROOT, PAW, GEANT - http://aamorimsrv.fis.fc.ul.pt/

Suse Linux 10.0 machine with ROOT: lambda.uni-muenster.de (NWZNet account)
Macros under /opt/root/macros_lecture/ or here

IMPRESSUM
POLICIES