Efficient Flooding in Ad Hoc Networks: a Comparative Performance Study

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Presentation transcript:

Efficient Flooding in Ad Hoc Networks: a Comparative Performance Study YJung and Mario Gerla University of California, Los Angeles

Introduction Flooding Blind flooding The basic mechanism to propagate control messages Ex. route query flooding of reactive routing scheme Blind flooding All nodes in the network (re)-broadcast the packet Inefficiency Redundant and superfluous packets High probability of collision and contention Heavy congestion of wireless medium

Introduction (2) Efficient flooding Contributions A subset of dominant neighbors re-broadcast the flood packet to guarantee complete flooding Contributions We classify and evaluate existing efficient flooding schemes

Overview of Efficient Flooding Neighboring topology based protocol Source-tree based protocol Cluster-based protocol

Neighbor Topology based Protocol 3 2,3 1 2 4 1,3,4 1,2,3,4 Multi-Point Relay (MPR) Use neighbors’ information within two hops Selects a minimal subset of forwarding neighbors (MPRNs) that covers all the nodes two-hop away GAF Use location information to choose minimal set of dominating nodes Excluded from our study due to the assumption of (extra) position information Stop forwarding MPR: Node 1 chooses node 2 as MPRN

Source-Tree Based Protocol Builds a sh-path source-tree rooted at the flood initiator Rebroadcast if a node is on shortest path and non-leaf “Reverse Path Forwarding” 2 1 3 4 5 Blue nodes (non-leafs) rebroadcast

Cluster-based Protocol Clustering: grouping nodes into clusters Cluster head: a representative node of each group Gateway: a node connecting more than two clusters Ordinary nodes: Others Efficient Flooding: only cluster heads and gateways rebroadcast Two clustering mechanisms Active clustering: builds the cluster structure proactively Passive clustering: builds the clusters passively, using on-going data traffic S ClusterHead Gateway Ordinary Node

Simulation Study Environment GloMoSim 2.0 Target protocols: Protocols MPR (F-MPR) Active clustering with Lowest ID algorithm (F-AC) Passive clustering (F-PC) Reverse path forwarding (source-tree based protocol) (F-RPF) Blind flooding (F-BF) Protocols UDP/802.11 DCF/two-ray propagation model BW: 2MBits/sec Power Range: 250meters Single source initiates flooding 4 times per second

Performance Test v.s. Density Delivery Ratio Forwarding OH Delivery Ratio rank: F-BF >> F-PC >> F-RPF >> F-AC >> F-MPR Flooding efficiency rank F-RPF >> F-MPR >> F-AC >> F-PC >> F-BF MPR suffers due to inaccurate neighbor information -> insufficient # of dominating nodes are chosen RPF works the best. But RPF needs a complex extension to be applied to multiple floodings (multiple source trees) PC works overall okay

Performance v.s. Mobility Delivery Ratio Forwarding OH Rank does not change from the previous results Passive clustering outperforms all (but BF): keep stable with increase of mobility

Applications : AODV Delivery Ratio Control OH Efficient flooding improves AODV performance at heavy load MPR works better than Pass Clustering at heavy load; but, MPR requires periodic table exchange – unfit for on-demand rtng

Conclusion A comparative study of efficient flooding mechanisms Results: Passive clustering performs well for a broad range of node mobility and network density values Passive clustering is the most robust Accurate neighbor information collection is very challenging due to unreliable pkt delivery MPR, active clustering shows bad performance in high mobility Each scheme has a different set of suitable applications F-PC for reactive routing protocols F-MPR, F-AC and F-RPF for proactive schemes