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1 Mobile Computing and Wireless Networking Chengzhi Li University of Virginia chengzhi@cs.virginia.edu www.cs.virginia.edu/~cl4v
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2 What is Mobile Computing Building distributed system with mobile computers and wireless networking – Mobile networking – MAC, Routing, Reliable data transport, … – Mobile information access – Disconnected operation, … – Adaptive applications – Proxies, transcoding, … – Energy aware systems – Goal-directed adaptation, … – Location sensitivity – GPS, …
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3 Evolution of Computing Single User OS Batch Timesharing Networking LANs + WSs Mobile Computing More Freedom from Collocation More Flexible Resource Usage
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4 Challenges Battery constraints limited wireless transmission range limited life time Broadcast nature of the wireless medium Hidden & exposed terminal problems Ease of snooping on wireless transmissions (security hazard) Mobility route changes packet losses network partitions
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5 Problem Space Link Network Transport Physical Upper layers
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6 Cellular Wireless Network infrastructure Internet
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7 Mobile Ad Hoc Network l Provide differentiated QoS levels to different wireless applications l Achievable by QoS-sensitive MAC and network layer scheduling
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8 Mobile Ad Hoc Networks Mobile distributed multiple-hop wireless network Formed by wireless hosts which may be mobile Without necessarily using a pre-existing infrastructure Routes between nodes may potentially contain multiple hops
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9 Applications of Ad Hoc Network NTDR (Near Term Digital Radio) is the only “real” (non-prototypical) Ad Hoc network in use today. NTDR use clustering and link state routing and self- organized into a two tier ad hoc network
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10 Why Wireless Networks ? Potential ease of deployment Decreased dependence on infrastructure
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11 Many Applications Personal area networking cell phone, laptop, ear phone, wrist watch Military environments soldiers, tanks, planes Civilian environments taxi cab network meeting rooms sports stadiums boats, small aircraft Emergency operations search-and-rescue policing and fire fighting
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12 Physical Layer Traditionally, not much interaction between physical layer and upper layers Many physical layer mechanisms not beneficial without help from upper layers Example: Adaptive modulation
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13 Power Control Transmit power determines “Range” of a transmission Interference caused at other nodes BCDA
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14 Benefits of Power Control Transmit a packet with least transmit power necessary to deliver to the receiver Save energy: Important benefit to battery-powered hosts Reduce interference Can allow greater spatial reuse
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15 Power Control Power control introduces asymmetry D transmits to C at low power, but B uses high transmit power to transmit to A B may not know about D-to-C transmission, but can interfere with it BCDA
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16 Power Control Transmit power determines “Range” of a transmission Interference caused at other nodes BCDA
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17 Power Control Proposals for medium access control and routing with power control exist Do not solve the problem satisfactorily Ideal solution will Reduce energy consumption, and Maximize spatial reuse
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18 Link Layer
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19 Hidden Terminals & RTS/CTS Handshake
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20 Hidden Terminal Problem Node B can communicate with A and C both A and C cannot hear each other When A transmits to B, C cannot detect the transmission using the carrier sense mechanism If C transmits to D, collision will occur at B BCA D
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21 RTS/CTS Handshake Sender sends Ready-to-Send (RTS) Receiver responds with Clear-to-Send (CTS) RTS and CTS announce the duration of the transfer Nodes overhearing RTS/CTS keep quiet for that duration RTS/CTS used in IEEE 802.11 D C BA CTS (10) RTS (10) 10
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22 Exposed Terminals & RTS, CTS, and Dual Busy Tones
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23 Exposed Terminal Problem Node C can communicate with B and D both Node B can communicate with A and C Node A cannot hear C Node D can nor hear B When C transmits to D, B detect the transmission using the carrier sense mechanism and postpone to transmit to A, even though such transmission will nor cause collision BC D A
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24 Network Layer
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25 Mobile Ad Hoc Networks May need to traverse multiple links to reach a destination
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26 Mobile Ad Hoc Networks Mobility causes route changes
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27 Transport Layer
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28 Transport Protocols
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29 TCP TCP performance degrades in presence of route failures TCP cannot distinguish between packet losses due to route change and due to congestion Reduces congestion window in response Unnecessary degradation in throughput
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30 TCP TCP performance degrades in presence of route failures TCP cannot distinguish between packet losses due to route change and due to congestion Reduces congestion window in response Unnecessary degradation in throughput
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31 Problems in Ad Hoc Networking
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32 Problem Space Practical considerations Consumer demand or lack thereof Standardization Government regulations Technical issues
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33 Physical Layer Traditionally, not much interaction between physical layer and upper layers Many physical layer mechanisms not beneficial without help from upper layers Example: Adaptive modulation
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34 Adaptive Modulation Channel conditions are time-varying AB
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35 Choose modulation scheme as a function of channel conditions
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36 Adaptive Modulation If physical layer chooses the modulation scheme transparent to MAC MAC cannot know the time duration required for the transfer Must involve MAC protocol in deciding the modulation scheme Some 802.11-compliant implementations use a sender- based scheme for this purpose Receiver-based schemes can perform better
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37 Sender-Based “Autorate Fallback” MAC Protocol D C BA 1Mbps 2Mbps Sender decreases rate after N consecutive ACKS are not received Sender increases rate after Y consecutive ACKS are received DATA 2Mbps
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38 Performance of Sender-Based “Autorate Fallback” Expected ARF CCK (11Mbps) CCK (5.5Mbps) QPSK (2Mbps) BPSK (1Mbps)
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39 1Mbps 2Mbps Sender sends RTS containing its best rate estimate Receiver chooses best rate for the conditions and sends it in the CTS Sender transmits DATA packet at new rate Information in data packet header implicitly updates nodes that heard old rate Receiver-Based Autorate MAC Protocol D C BA CTS (1) RTS (2) 2 1
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40 Physical Layer Several other physical layer capabilities call for changes to upper layers of protocol stack Example: Power control
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41 Directional / Smart Antennas Various capabilities Sectored antennas (fixed beam positions) Beam steering Tracking a transmitter MAC and routing protocols for ad hoc networks using such antennas How to take into account antenna capabilities? Network may be heterogeneous
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42 Physical Layer Are ad hoc networks benefiting from the progress made at physical layer ? Other interesting areas Efficient coding schemes Various diversity techniques
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43 Physical Layer: Simulation Models Insufficient accuracy in commonly used physical layer models Physical link state is not binary as often assumed Reliable packet reception does not depend just on distance Transmit power Interference level Fading Need to use realistic models Modulation scheme Coding
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44 Link Layer
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45 Interesting Link Layer Issues Medium access control Retransmission mechanisms Transmission scheduling Which pending packet should a node attempt to transmit? Adaptive parameter selection Frame size Retransmission limit
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46 QoS in Medium Access Control Many proposals for achieving fairness Fair scheduling schemes attempt to provide equitable sharing of channel Unpredictable nature of transmission errors makes it difficult to make hard guarantees Need to develop a probabilistic framework
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47 QoS in MAC Easier in a centralized protocol (such as 802.11 point coordination function), than in a distributed protocol Distributed MAC appears more suitable for ad hoc networks, however Perhaps a hybrid protocol will be best How to design such a protocol ?
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48 Transmission Scheduling When multiple packets pending transmission, which packet to transmit next? Choice should depend on Receiver status (blocked by some other transmission?) Congestion at receivers Noise level at receivers Tolerable delay for pending packets –Need interaction between upper layers and MAC
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49 MAC for Multiple Channels How to split bandwidth into channels? How to use the multiple channels ? Dedicated channel for control ?
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50 Network Layer
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51 Reactive versus Proactive Routing Reactive protocols Maintain routes between nodes that need to communicate Proactive protocols Maintain routes between all node-pairs Lot of activity on routing protocol design
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52 Routing Reactive and proactive protocols are quite well-understood Designing reactive protocols: “Solved” problem Designing proactive protocols: “Solved” problem At least, when using common assumptions about the network Interesting problems exist when other issues are considered (such as QoS or physical layer properties)
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53 Reactive versus Proactive Choice of protocol depends on Mobility characteristics of the nodes Traffic characteristics How to design adaptive protocols ? Existing proposals use a straightforward combination of reactive and proactive Proactive within “radius” K Reactive outside K Choose K somehow
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54 Reactive versus Proactive Need a more flexible way to manage protocol behavior Assign proactive/reactive tag to each route (A,B) ? How to determine when proactive behavior is better than reactive ?
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55 Address Assignment How to assign addresses to nodes in an ad hoc network ? Static assignment Easier to guarantee unique address Dynamic assignment How to guarantee unique addresses when partitions merge? Do we need to guarantee unique addresses ?
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56 Transport Protocols
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57 TCP Several solutions have been proposed to fix this These techniques somehow inform TCP sender that the packet losses are due to route failure TCP does not decrease congestion window in response
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58 TCP New route may differ significantly from old route Proposals for TCP-over-ad-hoc tend to use old timeout and congestion window after a route change Does not seem like a good idea How to choose appropriate timeout and congestion window after detecting a route change ?
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59 Other Issues
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60 Algorithms
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61 Distributed Algorithms Rich body of work on distributed algorithms in traditional distributed environments Shared memory Message ordering Clock synchronization Leader election
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62 Distributed Algorithms Existing algorithms can usually be used on ad hoc networks without affecting correctness Performance on ad hoc networks may not be good Existing algorithm treat link repairs/failures as random events With mobility, link failure/repairs are correlated with host movement
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63 Distributed Algorithms How to design distributed algorithm exploiting the correlation between mobility and link failure/repair ?
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64 Distributed Algorithms Traditionally, complexity is measured as a function of problem “size” Number of nodes Number of failures How to analyze algorithm complexity as a function of mobility ? What measure of mobility is amenable to such an analysis ? Need to capture the correlation without making the measure too complex
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65 Security Issues
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66 What’s New ? Wireless medium easy to snoop on With ad hoc networking, hard to guarantee connectivity Easier for intruders to insert themselves into network
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67 Authentication How to authenticate a node ? May not have access to a certification authority
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68 Resource Depletion Attack Intruders may send data with the objective of congesting a network or depleting batteries A CB D T intruder U Bogus traffic
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69 Routing Attacks Intruders may mis-route the data not delivering it to the destination at all, or delaying it significantly How to detect such attacks ? How to tolerate such attacks ?
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70 Traffic Analysis Despite encryption, an eavesdropper can identify traffic patterns Traffic patterns can divulge information about the operation mode Traffic analysis can be prevented by presenting “constant” traffic pattern –Insert dummy traffic How to make this cheaper ?
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71 Other Issues
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72 Incentives for Ad Hoc Routing Why should I forward packets for some other nodes ? Need some incentive mechanism Policies to determine reward for performing each operation
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73 Applications New applications for ad hoc networks ?
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74 Hybrid Environments Use infrastructure when convenient Use ad hoc connectivity when necessary or superior E A BS1BS2 X Z infrastructure Ad hoc connectivity
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75 Summary
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76 Summary Plenty of interesting research problems Research community disproportionately obsessed with routing protocols
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77 Summary Interesting problems elsewhere at the two ends of the protocol stack How to design algorithms and applications ? How to exploit physical layer techniques ? Increase interaction between physical layer and upper layers Link Network Transport Physical Upper layers
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78 Summary Hybrid environments require revisiting protocol design decisions
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