Instructions/Lectures
- Introduction: Problem and problem solving,
Algorithms, complexity analysis etc.
- How to write algorithms: pseudocodes (using
elementary addition algorithm)
- Sorting algorithms
- Complexity Analysis of Insertion Sort.
- Asymptotic Behavior of Algorithms
- Asymptotic Efficiency of Algorithms: Formal and
mathematical definitions and properties.
- Methods for asymptotic analysis: tight bound,
upper bound, lower bound etc.
- Comments on growth functions, bounding
summations, recurrences, graphs, trees, etc.
- Introduction to Wireless Communication
- Ad Hoc Networks: definition, application
scenarios, challenges (energy conservation, scalability, etc.)
- Wireless Sensor Networks: definition,
application scenarios, challenges, comparison of Ad hoc and WSN,
etc.
- Introduction to Wireless Computational Models
- Modeling Wireless Channels
- Free Space Propagation and Two-ray Ground
Models
- Log-Distance Path Model
- Comments on: Large and Small Scale Variations,
probabilistic models, multipath fading models, etc.
- Communication Graphs: location of nodes,
functions, etc. in d-dimensional space.
- Range assignments and maximum transmitting
ranges.
- Radio coverage in one-, two-, and
three-dimensional Networks.
- Energy Consumption Model, energy costs, etc.
- Some Comments on Mobility Computational Models:
Brownian motion, Map-like motion etc.
- Building Graphs for wireless networks, energy
conservation technique, Direct path or Mulihop path (Lemma).
- Communication Graph and Network Capacity
- Interference regions and ranges. [Gupta and
Kumar 2000]
- Introduction to Graph Theory: Advanced
perceptive.
- The Range Assignment Problem: background,
problem definition etc.
- Range assignment problem in one-dimensional
network [Kirousis et al. 2000]
- Range assignment Incremental Cost.
- Recursive Assumption, algorithm, complexity.
- Range Assignment Problem in Two-dimensional
network.
- RA is NP-hard in 2- and 3-dimensions,
approximation algorithm for two-dimensional network.
- A 2-approximation of the optimal solution:
Lemma ? of Kirousis et al. [Not Included in the tests or final]
- Conclusion: Some more comments on problem and
problem solving, Comments on inductive reasoning, problem or
statement formulation, two working examples.
Our Main Source:
- Thomas Cormen,
Charles Leiserson, Ronald Rivest, and
Cliff
Stein, Introduction to Algorithms, McGraw Hill Publishing Company and MIT Press, 2001 (2nd Edition).
- Theodore Rappaport, Wireless Communications: Principles and
Practice, Prentice Hall, 2002 (2nd Edition). ISBN:
0130422320.
- Lefteris M. Kirousis , Evangelos Kranakis , Danny Krizanc , Andrzej Pelc,
"Power consumption in packet radio networks", Theoretical Computer
Science, Vol. 243, No. 1-2, pp. 289-305, July 28, 2000.
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