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Lecture 12: Cross Layer Design (CLD) for Wireless Networks

Lecture 12: Cross Layer Design (CLD) for Wireless Networks. Future Wireless Systems. Ubiquitous Communication Among People and Devices. Nth Generation Cellular Wireless Internet Access Wireless Video/Music Wireless Ad Hoc Networks Sensor Networks Smart Homes/Appliances

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Lecture 12: Cross Layer Design (CLD) for Wireless Networks

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  1. Lecture 12: Cross Layer Design (CLD) for Wireless Networks

  2. Future Wireless Systems Ubiquitous Communication Among People and Devices Nth Generation Cellular Wireless Internet Access Wireless Video/Music Wireless Ad Hoc Networks Sensor Networks Smart Homes/Appliances Automated Vehicle Networks All this and more…

  3. Next Generation Network Architecture Internetworking Layer Internet Wireless PSTN Network Service Layer Mobility Services Layer Local Service Layer Access Management Layer Radio Access Layer Access Interface Layer Wireless Interface Layer Mobile Terminal Layer Mobile Application Layer

  4. IP Internet RadioL2 AccessL2 AccessL2 CoreL2 RadioL1 AccessL1 AccessL1 CoreL1 Radio Access Network Network Server(e.g. WinNT, Unix) Mobile User Equipment(e.g. Win9X, Palm OS) Radio Access Network TransportAgents Application TransportAgents RadioResourceMgmt Application IP Transport(TCP, UDP, RTP) IP Transport(TCP, UDP, RTP) Internet Protocol(IP) Internet Protocol(IP) Ethernet ATM Ethernet Modem RadioAccess • Radio-Optimized IP Networking • Transparent to TCP/IP protocols • Enables deployment of IP-based consumer applications in next generation wireless systems

  5. Our simplified model for wireless systems OSI Model Application Simplified wireless network layered model Presentation Session App. Layer Transport Transport Layer Network Network Layer (MAC sublayer) MAC Layer Data Link Physical Layer Physical

  6. Separation principles • Application, transport and physical layer can be separated if : • No errors at physical layer • No losses and delays at transport layer • No fluctuations in applications rate • Each layer being perfect from the point of view of other layers Application Signal Transport Packet Physical Bits

  7. Challenges • Wireless channels are a difficult and capacity-limited broadcast communications medium • Traffic patterns, user locations, and network conditions are constantly changing • Applications are heterogeneous with hard constraints that must be met by the network • Energy and delay constraints change design principles across all layers of the protocol stack These challenges apply to all wireless networks, but are amplified in ad hoc/sensor networks

  8. d Why is Wireless Hard?The Wireless Channel • Fundamentally Low Capacity: R< B log(1+SINR) bps • Spectrum scarce and expensive • Received power diminishes with distance • Self-interference due to multipath • Channel changes as users move around • Signal blocked by objects (cars, people, etc.) • Broadcast medium – everyone interferes

  9. …AndThe Wireless Network • Link characteristics are dynamic • Network access is unpredictable and hard to coordinate • Routing often multi-hop over multiple wireless/wired channels • Network topology is dynamic • Different applications have different requirements Wireline Backbone • They are formed by nodes with radios • There is no a priori notion of “links” • Nodes simply radiate energy

  10. What lead to CLD? • Advanced applications like VOIP, Web browsing , multimedia conferences & video streaming demanded • Widely varying and diverse QoS guarantees • Adaptability to dynamically varying networks & traffic • Modest Buffer requirements • High and effective Capacity utilization • Low processing overhead per packet • Video streaming high bandwidth requirements are coupled with tight delay constraints

  11. Cross Layer Design • CLD is a way of achieving information sharing between all the layers in order to obtain highest possible adaptivity of any network. • This is required to meet the challenging Data rates, higher performance gains and Quality of Services requirements for various real time and non real time applications. • CLD is a co-operation between multiple layers to combine the resources and create a network that is highly adaptive

  12. Cross Layer Design • This approach allows upper layers to better adapt their strategies to varying link and network conditions. • This helps to improve the end-to-end performance given networks resources. • Each layer is characterized by some key parameters, that are passed to the adjacent layers to help them determine the best operation modes that best suit the current channel, network and application conditions

  13. Cross Layer Design • Wireless Networking • Architecture: Connection Vs Connectionless • Energy efficient analysis of manets • Traffic theory & protocols • Signal processing • Increasing the spectral efficiency • Reducing Bit Error Rate • Reducing transmission energy • Information Theory • Developing capacity limits • Designing efficient source coding and channel algorithms

  14. Cross Layer Design • General framework for cross–layer design • Maintain the layered approach but exchange information between layers and jointly optimize the performance • Abstraction of layers • General models for different layers • capture important parameters which influence other layers • Identify the cross-layer information that has to be exchanged between layers • Implement adaptation protocols at each layer, using the information exchange between the layers • Several tools for analysis and optimization at different layers • Physical layer • determine SIR as a key performance measure for the physical layer • Optimize powers, receivers, antennas • MAC and Network layers • QoS measures: Delay and blocking performance • Optimize scheduling, routes, number of users allowed in the network

  15. Cross Layer Signaling Methods • Method I – Packet headers • Method II – ICMP Messages • Method III – Local Profiles • Method IV – Networks Services

  16. CLD Design goal ? • Deliver QoS • QoS measures • Physical layer • BER (Bit error rate) • MAC layer • Access delay, throughput • Network layer • Delay, throughput, blocking probability, dropping probability • Other important performance measures • Energy (power consumption, network lifetime) • User capacity Impact all layers

  17. QoS Requirements Voice Data Video Delay <100ms - <100ms Packet Loss <1% 0 <1% BER 10-3 10-6 10-6 Data Rate 8-32 Kbps 1-100 Mbps 1-20 Mbps Traffic Continuous Bursty Continuous One-size-fits-all protocols and design do not work well Wired networks use this approach, with poor results

  18. CLD • Hardware • Link • Access • Network • Application Delay Constraints Rate Constraints Energy Constraints Adapt across design layers Reduce uncertainty through scheduling Provide robustness via diversity

  19. Examples of cross-layer integration for ad-hoc networks • Physical layer + MAC • Adaptive beamforming and CSMA/CA • Adaptive modulation and MAC • Adaptive power control and MAC • Physical layer + network layer • Adaptive power control + routing • Adaptive power control + receiver optimization + routing • Power control + routing + receiver optimization + admission control • Physical layer + MAC + routing • Adaptive modulation + MAC + routing • Adaptive beamforming + MAC + routing

  20. Case 1: Adaptive beamforming + MAC + routing • In general, different MAC protocols differ based on • How RTS/CTS is transmitted (omni, directional) • Transmission range of directional antennas • Channel access schemes • Omni or directional NAVs • The antenna gains are different for omnidirectional (Go) and directional transmission (Gd): Gd > Go • An idle node listens omnidirectionally • Does not know who is going to transmit to it

  21. Pros and Cons for directional antennas Advantages • Spatial reuse Multiple transmissions in the same neighborhood • Higher gains – better links • Two distant nodes may communicate with a single hop • Fewer hops in a route Disadvantages • Higher gains mean also high interference at distanced nodes There are three types of links • omnidirectional – omnidirectional : OO links – smallest range • directional – omnidirectional: DO links • directional –directional – largest range

  22. Joint MAC and routing solution • Use the same MAC for directional antennas, but transmit RTS over multiple hops (MMAC protocol) • If source 1 wants to communicate with node 6 • transmits a forwarding RTS with the profile of node 6, using DO links • when node 6 gets the RTS, it beamforms in the direction of 1, forming a DD link • Transmission from 1 to 9 on DD links requires only 2 hops

  23. Performance Evaluation

  24. Multilayer Design Multilayer Design • Hardware • Power or hard energy constraints • Size constraints • Link Design • Time-varying low capacity channel • Multiple Access • Resource allocation (power, rate, BW) • Interference management • Networking. • Routing, prioritization, and congestion control • Application • Real time media and QOS support • Hard delay/quality constraints

  25. Cross-layer Techniques • Adaptive techniques • Link, MAC, network, and application adaptation • Resource management and allocation (power control) • Synergies with diversity and scheduling • Diversity techniques • Link diversity (antennas, channels, etc.) • Access diversity • Route diversity • Application diversity • Content location/server diversity • Scheduling • Application scheduling/data prioritization • Resource reservation • Access scheduling

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