Error Analysis and Data Security for B.Tech 6th sem is covered here. This gives the details about credits, number of hours and other details along with reference books for the course.
The detailed syllabus for Error Analysis and Data Security B.Tech (R13) sixthsem is as follows
OBJECTIVES :
- To provide knowledge of uncertainity in handling geospatial data. Uncertainity exists in terms of data capture, positional accuracy, surface modeling and spatial modeling.
- To familiarize errors due to uncertainity and also mathematical foundations of errors including quality control
UNIT I : UNCERTIANITY [9 hours]
Concept of uncertainty – concept of error – dimension of global data- Spatial data quality Measurement of uncertainty – Spatial data capture uncertainity- uncertainty in Spatial Analysis
UNIT II: MATHEMATICAL FOUNDATIONS [9 hours]
Geo Statistical Data and Lattice – Probability and Distribution function- shafer themes of evidence for spatial data – fuzzy logic – rough sets- information theory and entrophy
UNIT III: POSITIONAL AND ATTRIBUTE UNCERTAINTY [9 hours]
Existing, positional error models – Distribution Model for line – curves and Polygons uncertainty – attribute uncertainties and models – Sensitivity Analysis – integrated positional and attribute modeling
[TOTAL: 45 PERIODS]
OUTCOMES: At the end of the course the student will be able to understand
- The concepts of error, uncertainty and their measurement
- Mathematics basics required for quantification of uncertainty in mapping and modeling
- Concept of quality control procedures for spatial data quality and security
TEXTBOOKS:
- Wenzhong Shi, Principles of Modeling Uncertainties in Spatial Data and Spatial Analysis, CRC Press, Boca Raton, London, New York, 2010
- Abdul-Rahman. A and M.Pilouk, Spatial Data Modelling for 3D GIS, Springer- Verlag, Berlin, 2008
REFERENCES:
- John Robert Taylor., “An Introduction to Error analysis ; the study of uncertainty in physical measurements, 2nd edition, 1996
- Kabatiansky. G, EKrouke, S. Semenov Error Correcting coding and security for data networks- Analysis of super channel concept -John Wiley & sons, 2005
For all other B.Tech GI 6th sem syllabus go to Anna University B.Tech GEOINFORMATICS ENGINEERING (GI) 6th Sem Course Structure for (R13) Batch.All details and yearly new syllabus will be updated here time to time. Subscribe, like us on facebook and follow us on google plus for all updates.
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