Improving Capacity and Robustness of Wireless Networks

Improving Capacity and Robustness of Wireless Networks
Author: Li Qiu
Publisher:
Total Pages:
Release: 2018
Genre:
ISBN:

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Wireless ad hoc networks enable communications among mobile nodes without any infrastructure support, as nodes themselves relay and forward packets for each other. Due to wireless interference and network dynamicity, they suffer from low network capacity and unreliable network connections. Specifically, due to the interference between concurrent transmissions, the per-node capacity decreases with the increasing number of nodes. Moreover, it is difficult to maintain stable end-to-end connections, especially between faraway nodes, since the communication links may experience high dynamicity. To address these challenges, we propose resource management strategies to improve the network capacity and the link robustness. To improve the network capacity, we design caching techniques, where nodes retrieve desired contents from close neighbors rather than the faraway server, to reduce the transmission distance and improve the network capacity. To maintain reliable communication between important social pairs, we devote the network resources to these important social links, rather than focus on improving the performance of data forwarding for all nodes in the network. We propose two strategies, amplify-and-forward and direct link placement, to connect faraway nodes and improve the data forwarding performance. The goal of this dissertation is to design efficient resource management strategies such as content caching, transmission scheduling and link placement to improve the network capacity and maintain important social links. First, we utilize caching techniques to improve the network capacity. When the content popularity follows a uniform distribution, we study the capacity of wireless networks with caching considering the cache size of each node, the total size of unique content in the network, and the number of nodes in the network. We present an upper bound on network capacity, and present an achievable capacity lower bound. Our results suggest that the capacity of wireless ad hoc networks with caching can remain constant even as the number of nodes in the network increases. Second, when the contents have skewed popularity, we evaluate how the distribution of the content popularity affects the per-node capacity, and design popularity-aware caching strategies that maximizes the per-node capacity for wireless ad hoc networks. Based on the popularity-aware caching strategies, we derive different capacity scaling laws based on the skewness of the content popularity. Our results suggest that for wireless networks with caching, when contents have skewed popularity, increasing the number of nodes monotonically increases the per-node capacity. Third, to maintain the communication links between important social pairs, we adopt a cooperative amplify-and-forward strategy, where nodes (relays) cooperate to improve the signal strength at the destination. We formulate and study two optimization problems for maintaining the required link throughput: Min-Energy and Min-Relay, where the goal of Min-Energy is to minimize the power consumption of the relays, and the goal of Min-Relay is to minimize the number of active relays. Evaluation results show that Min-Relay can significantly reduce the number of active relays compared to Min-Energy, while achieving comparable power consumption. Forth, to improve the robustness of the social links, we propose to proactively place some reliable communication links (e.g., satellite links) to the given network to improve the social link quality. We formulate and study the problem of maintaining social links through direct link placement (called MSL). Due to the complexity and the NP-hardness of the MSL problem, we propose solutions to bound it by two submodular functions, and derive an approximation algorithm with provable approximation ratio based on the sandwich approximation strategy. Evaluation results based on both synthetic graphs and a real-world social network dataset demonstrate the effectiveness of our proposed algorithms.

Wireless Networking Based Control

Wireless Networking Based Control
Author: Sudip K. Mazumder
Publisher: Springer Science & Business Media
Total Pages: 351
Release: 2010-11-25
Genre: Technology & Engineering
ISBN: 1441973931

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This book will have a broad appeal in the area of Wireless Networking-Based Control. Various engineering disciplines, control and communication science organizations will be interested in purchasing the book with a new, emerging, and important theme. Also, industry such as Honeywell and those (e.g. power industry, automotive industry, aerospace industry) interested in implementing wireless network control to express interest in purchasing this book.

Robust Resource Allocation in Future Wireless Networks

Robust Resource Allocation in Future Wireless Networks
Author: Saeedeh Parsaeefard
Publisher: Springer
Total Pages: 255
Release: 2017-03-06
Genre: Technology & Engineering
ISBN: 3319503898

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This book presents state-of-the-art research on robust resource allocation in current and future wireless networks. The authors describe the nominal resource allocation problems in wireless networks and explain why introducing robustness in such networks is desirable. Then, depending on the objectives of the problem, namely maximizing the social utility or the per-user utility, cooperative or competitive approaches are explained and their corresponding robust problems are considered in detail. For each approach, the costs and benefits of robust schemes are discussed and the algorithms for reducing their costs and improving their benefits are presented. Considering the fact that such problems are inherently non-convex and intractable, a taxonomy of different relaxation techniques is presented, and applications of such techniques are shown via several examples throughout the book. Finally, the authors argue that resource allocation continues to be an important issue in future wireless networks, and propose specific problems for future research.

Network Coding for Robust Wireless Networks

Network Coding for Robust Wireless Networks
Author: MinJi Kim (Ph. D.)
Publisher:
Total Pages: 167
Release: 2012
Genre:
ISBN:

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Wireless networks and communications promise to allow improved access to services and information, ubiquitous connectivity, and mobility. However, current wireless networks are not well-equipped to meet the high bandwidth and strict delay requirements of future applications. Wireless networks suffer from frequent losses and low throughput. We aim to provide designs for robust wireless networks. This dissertation presents protocols and algorithms that significantly improve wireless network performance and effectively overcome interference, erasures, and attacks. The key idea behind this dissertation is in understanding that wireless networks are fundamentally different from wired networks, and recognizing that directly applying techniques from wired networks to wireless networks limits performance. The key ingredient underlying our algorithms and protocols is network coding. By recognizing the algebraic nature of information, network coding breaks the convention of routing networks, and allows mixing of information in the intermediate nodes and routers. This mixing has been shown to have numerous performance benefits, e.g. increase in throughput and robustness against losses and failures. We present three protocols and algorithms, each using network coding to harness a different characteristic of the wireless medium. We address the problem of interference, erasures, and attacks in wireless networks with the following network coded designs. -- Algebraic NC exploits strategic interference to provide a distributed, randomized code construction for multi-user wireless networks. Network coding framework simplifies the multi-user wireless network model, and allows us to describe the multi-user wireless networks in an algebraic framework. This algebraic framework provides a randomized, distributed code construction, which we show achieves capacity for multicast connections as well as a certain set of non-multicast connections. -- TCP/NC efficiently and reliably delivers data over unreliable lossy wireless networks. TCP, which was designed for reliable transmission over wired networks, often experiences severe performance degradation in wireless networks. TCP/NC combines network coding's erasure correction capabilities with TCP's congestion control mechanism and reliability. We show that TCP/NC achieves significantly higher throughput than TCP in lossy networks; therefore, TCP/NC is well suited for reliable communication in lossy wireless networks. -- Algebraic Watchdog takes advantage of the broadcast nature of wireless networks to provide a secure global self-checking network. Algebraic Watchdog allows nodes to detect malicious behaviors probabilistically, and police their neighbors locally using overheard messages. Unlike traditional detection protocols which are receiver-based, this protocol gives the senders an active role in checking the nodes downstream. We provide a trellis-based inference algorithm and protocol for detection, and analyze its performance. The main contribution of this dissertation is in providing algorithms and designs for robust wireless networks using network coding. We present how network coding can be applied to overcome the challenges of operating in wireless networks. We present both analytical and simulation results to support that network coded designs, if designed with care, can bring forth significant gains, not only in terms of throughput but also in terms of reliability, security, and robustness.

Wireless Communications and Applications

Wireless Communications and Applications
Author: Patrick Sénac
Publisher: Springer Science & Business Media
Total Pages: 467
Release: 2012-03-29
Genre: Computers
ISBN: 3642291562

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This book constitutes the thoroughly refereed post-conference proceedings of the First International ICST Conference on Wireless Communications and Applications, ICWCA 2011, held in Sanya, China, in August 2011. The 43 revised full papers presented were carefully reviewed and selected from around 90 submissions and cover a wide range of topics as mobile ad hoc networks, sensor networks, network architectural design, network protocol design, local area networks, MAC, routing, and transport protocols, quality of service provisioning, reliability and fault tolerance issues, resource allocation and management, signal processing, medical imaging, data aggregation techniques, security and privacy issues, wireless computing and applications for wireless network as smart grid, agriculture, health care, smart home, conditional monitoring, etc.

Advanced Wireless Networks

Advanced Wireless Networks
Author: Savo G. Glisic
Publisher: John Wiley & Sons
Total Pages: 882
Release: 2006-05-01
Genre: Technology & Engineering
ISBN: 0470035412

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The major expectation from the fourth generation (4G) of wireless communication networks is to be able to handle much higher data rates, allowing users to seamlessly reconnect to different networks even within the same session. Advanced Wireless Networks gives readers a comprehensive integral presentation of the main issues in 4G wireless networks, showing the wide scope and inter-relation between different elements of the network. This book adopts a logical approach, beginning each chapter with introductory material, before proceeding to more advanced topics and tools for system analysis. Its presentation of theory and practice makes it ideal for readers working with the technology, or those in the midst of researching the topic. Covers mobile, WLAN, sensor, ad hoc, bio-inspired and cognitive networks as well as discussing cross-layer optimisation, adaptability and reconfigurability Includes hot topics such as network management, mobility and hand-offs, adaptive resource management, QoS, and solutions for achieving energy efficient wireless networks Discusses security issues, an essential element of working with wireless networks Supports the advanced university and training courses in the field and includes an extensive list of references Providing comprehensive coverage of the current status of wireless networks and their future, this book is a vital source of information for those involved in the research and development of mobile communications, as well as the industry players using and selling this technology. Companion website features three appendices: Components of CRE, Introduction to Medium Access Control and Elements of Queueing Theory

The Future of Wireless Networks

The Future of Wireless Networks
Author: Mohesen Guizani
Publisher: CRC Press
Total Pages: 452
Release: 2015-09-22
Genre: Computers
ISBN: 1482220954

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The exponential increase in mobile device users and high-bandwidth applications has pushed the current 3G and 4G wireless networks to their capacity. Moreover, it is predicted that mobile data traffic will continue to grow by over 300 percent by 2017. To handle this spectacular growth, the development of improved wireless networks for the future ha

AeroMACS

AeroMACS
Author: Behnam Kamali
Publisher: John Wiley & Sons
Total Pages: 409
Release: 2018-09-27
Genre: Technology & Engineering
ISBN: 1119281121

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This is a pioneering textbook on the comprehensive description of AeroMACS technology. It also presents the process of developing a new technology based on an established standard, in this case IEEE802.16 standards suite. The text introduces readers to the field of airport surface communications systems and provides them with comprehensive coverage of one the key components of the Next Generation Air Transportation System (NextGen); i.e., AeroMACS. It begins with a critical review of the legacy aeronautical communications system and a discussion of the impetus behind its replacement with network-centric digital technologies. It then describes wireless mobile channel characteristics in general, and focuses on the airport surface channel over the 5GHz band. This is followed by an extensive coverage of major features of IEEE 802.16-2009 Physical Layer (PHY)and Medium Access Control (MAC) Sublayer. The text then provides a comprehensive coverage of the AeroMACS standardization process, from technology selection to network deployment. AeroMACS is then explored as a short-range high-data-throughput broadband wireless communications system, with concentration on the AeroMACS PHY layer and MAC sublayer main features, followed by making a strong case in favor of the IEEE 802.16j Amendment as the foundational standard for AeroMACS networks. AeroMACS: An IEEE 802.16 Standard-Based Technology for the Next Generation of Air Transportation Systems covers topics such as Orthogonal Frequency Division Multiple Access (OFDMA), coded OFDMA, scalable OFDMA, Adaptive Modulation-Coding (AMC), Multiple-Input Multiple-Output (MIMO) systems, Error Control Coding (ECC) and Automatic Repeat Request (ARQ) techniques, Time Division Duplexing (TDD), Inter-Application Interference (IAI), and so on. It also looks at future trends and developments of AeroMACS networks as they are deployed across the world, focusing on concepts that may be applied to improve the future capacity. In addition, this text: Discusses the challenges posed by complexities of airport radio channels as well as those pertaining to broadband transmissions Examines physical layer (PHY) and Media Access Control (MAC) sublayer protocols and signal processing techniques of AeroMACS inherited from IEEE 802.16 standard and WiMAX networks Compares AeroMACS and how it relates to IEEE 802.16 Standard-Based WiMAX AeroMACS: An IEEE 802.16 Standard-Based Technology for the Next Generation of Air Transportation Systems will appeal to engineers and technical professionals involved in the research and development of AeroMACS, technical staffers of government agencies in aviation sectors, and graduate students interested in standard-based wireless networking analysis, design, and development.

Agile and Robust Resource Management in CSMA Wireless Networks

Agile and Robust Resource Management in CSMA Wireless Networks
Author: Kishore Ramachandran
Publisher:
Total Pages: 108
Release: 2009
Genre: Wireless LANs
ISBN:

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With the recent push towards wireless broadband, and user migration towards mobile devices, it has become imperative for wireless networks to support higher network capacity, increased battery life, and greater mobility. While a combination of both local- and wide-area wireless technologies will be needed to meet these requirements, we believe that carrier-sense multiple-access (CSMA) wireless networks, if designed well, can play an important role in the future. Traditional CSMA wireless networks, which form the basis for today's ubiquitous wireless LAN technology--IEEE 802.11 or WiFi, cannot satisfy the stated requirements mainly because they lack efficient resource management (or resource parameter adaptation) techniques. Several fundamental characteristics of these networks, and practical implementation challenges, also limit the applicability of solutions from other domains. Taken together, these considerations force us to fundamentally re-think the design of resource parameter adaptation for CSMA wireless networks. In this dissertation, we first identify that, to satisfy the requirements, resource management techniques for CSMA wireless networks should possess two fundamental, but conflicting properties, agility, and robustness. Briefly, to provide increased bandwidth to mobile users, agile solutions are required that exploit opportunities for improved performance; at the same time, solutions cannot afford to compromise on link robustness. In addition, we realize that striking this trade-off effectively calls for different solutions in indoor and outdoor environments. To prove these hypotheses, we present the design and implementation of two resource management frameworks, Symphony and Sonata, for indoor and outdoor environments respectively. Indoors, Symphony increases network capacity and battery life for mobile clients by addressing the classical problem of joint, per-link, transmit power control and rate adaptation. For improved robustness, Symphony uses novel mechanisms based on measuring the expected transmission time (ETT), and the utility of RTS/CTS frames, while relying on a learning approach to converge quickly to the right resource parameter choice. Outdoors, the Sonata framework introduces a novel and fundamental tradeoff between directionality and base station diversity for uplink transmissions. Using a new location-based approach for improved parameter convergence, Sonata is able strike the agility-robustness tradeoff effectively. Together, these frameworks prove that, achieving the right balance between agility and robustness can enable CSMA wireless networks to transition to the wireless broadband era.