92846 CSCI696501 Special Topics on WIRELESS AD HOC NETWORKS - PowerPoint PPT Presentation

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92846 CSCI696501 Special Topics on WIRELESS AD HOC NETWORKS

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Connected Dominating Set (CDS) Virtual network backbone ... MCDS for CDS (Das et al, UIUC, 1997) Select a node with global maximal degree as root ... – PowerPoint PPT presentation

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Title: 92846 CSCI696501 Special Topics on WIRELESS AD HOC NETWORKS


1
92846 CSCI-6965-01 Special Topics on WIRELESS
AD HOC NETWORKS
  • S. Yang

2
Introduction to Wireless Ad Hoc Networks
3
Research Model
4
Connected Dominating Set (CDS)
  • Virtual network backbone
  • Energy efficiency / interference reduction
  • A node set is the DS if every node is
  • in the set, or
  • has at least one neighbor in the set
  • If all nodes in the DS is connected, the set is a
    CDS

5
Connected Dominating Set (CDS)
  • CDS as a virtual backbone
  • Domination
  • Connectivity
  • Applications
  • Efficient routing
  • Efficient broadcasting
  • Area monitoring
  • Service discovery
  • Minimum CDS is NP-complete

6
Research Efforts
  • Many works seek a minimum connected dominating
    set (MCDS) in unit-disk graphs as their major
    design goal
  • Performance bounds is their primary design
    parameter

7
MCDS for CDS (Das et al, UIUC, 1997)
  • Select a node with global maximal degree as root
  • Grow a tree by adding nodes with maximal
    effective degrees
  • Centralized
  • size at most 2(1 H(d)) OPT
  • d is the maximum degree of the input graph and H
    is the harmonic function

8
Clustering Method for CDS (LinGerla, UCLA, 1996)
  • Min-ID
  • Select nodes with minimal IDs in 1 hop neighbors
    as cluster heads
  • Select gateways to connect cluster heads
  • localized

9
Pruning Based CDS Construction (Wu and Lis)
  • Marking process
  • Initially all vertices are unmarked
  • any vertex having two unconnected neighbors is
    marked as a dominator
  • Pruning
  • Rule 1u can withdrew if there exists a neighbor
    v with higher ID be a neighbor to all neighbors
    of u
  • Rule 21u can withdrew if there exist two
    connected neighbors v and w with higher IDs be
    neighbors to all neighbors of u
  • Rule k

10
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11
Research Scope
12
I. Extended CDS in CC Model
13
Cooperative Communication Model
  • Cooperative communication (CC)
  • physical layer design
  • combine several partial signals to achieve the
    original signal
  • Combine the advantages
  • power savings
  • spatial diversity
  • increased data rates

14
Extended CDS (ECDS) in CC Model
  • A node set is an EDS if every node is
  • in the set,
  • a regular neighbor of a node in the set, or
  • a quasi neighbor of k nodes in the set
  • Connectivity in CC model
  • Strongly connectivity ECDS
  • Weakly connectivity EWCDS
  • EDS, ECDS, and EWCDS problems are NP-complete

15
(a) A sample network with CDS u, v, w and
ECDS u, v. (b) Another sample with EWCDS x,
u, v. (k2)
16
Solutions for ECDS Problems
  • E-MCDS for EWCDS
  • E-Clustering for EDS/ECDS
  • E-AWF for EWCDS
  • E-Rule K for ECDS

17
MCDS for CDS (Das et al, UIUC, 1997)
  • Select a node with global maximal degree as root
  • Grow a tree by adding nodes with maximal
    effective degrees

18
Extended MCDS for EWCDS
  • Basic idea
  • each node contributes 1 to all its neighbors and
    1/k to all quasi neighbors if selected
  • Global solution
  • Select a node with maximal contribution as the
    root
  • Grow a tree by adding nodes with maximal
    effective contribution

19
20 nodes, 4 selected, k2
20
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21
Questions/Comments
  • http//cs.rpi.edu/yangs6
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