On the Optimal Transmission Strategies for Sources Without Channel State Information

On the Optimal Transmission Strategies for Sources Without Channel State Information
Author: Vahid Pourahmadi
Publisher:
Total Pages: 123
Release: 2011
Genre:
ISBN:

With the growth of multimedia services, it is essential to find new transmission schemes to support higher data rates in wireless networks. In this thesis, we study networks in which the Channel State Information (CSI) is only available at the destination. We focus on the analysis of three different network setups. For each case, we propose a transmission scheme which maximizes the average performance of the network. The first scenario, which is studied in Chapter 2, is a multi-hop network in which the channel gain of each hop changes quasi-statically from one transmission block to the other. Our main motivation to study this network is the recent advances in deployment of relay nodes in wireless networks (e.g., LTE-A and IEEE 802.16j). In this setup, we assume that all nodes are equipped with a single antenna and the relay nodes are not capable of data buffering over multiple transmission blocks. The proposed transmission scheme is based on infinite-layer coding at all nodes (the source and all relays) in conjunction with the Decode-and-Forward DF relaying. The objective is to maximize the statistical average of the received rate per channel use at the destination. To find the optimal parameters of this code, we first formulate the problem for a two-hop scenario and describe the code design algorithm for this two-hop setting. The optimality of infinite-layer DF coding is also discussed for the case of two-hop networks. The result is then generalized to multi-hop scenarios. To show the superiority of the proposed scheme, we also evaluate the achievable average received rate of infinite-layer DF coding and compare it with the performance of previously known schemes. The second scenario, studied in Chapter 3, is a single-hop network in which both nodes are equipped with multiple antennas, while the channel gain changes quasi-statically and the CSI is not available at the source. The main reason for selecting this network setup is to study the transmission of video signals (compressed using a scalable video coding technique, e.g., SVC H.264/AVC) over a Multiple-Input Multiple-Output (MIMO) link. In this setup, although scalable video coding techniques compress the video signal into layers with different importance (for video reconstruction), the source cannot adapt the number of transmitted layers to the capacity of the channel (since it does not have the CSI in each time slot). An alternative approach is to always transmit all layers of the compressed video signal, but use unequal error protection for different layers. With this motivation, we focus on the design of multilayer codes for a MIMO link in which the destination is only able to perform successive decoding (not joint-decoding). In this chapter, we introduce a design rule for construction of multilayer codes for MIMO systems. We also propose a algorithm that uses this design rule to determine the parameters of the multilayer code. The performance analysis of the proposed scheme is also discussed in this chapter. In the two previous scenarios, the ambiguity of the source regarding the channel state comes from the fact that the channel gains randomly change in each transmission block and there is no feedback to notify the source about the current state of the channel. Apart from these, there are some scenarios in which the channel state is unknown at the source, even though the channel gain is fixed and the source knows its value.

Optimal Opportunistic Channel Access in Wireless Communication Networks

Optimal Opportunistic Channel Access in Wireless Communication Networks
Author: Zhou Zhang
Publisher:
Total Pages: 124
Release: 2013
Genre: Wireless communication systems
ISBN:

High transmission rates will be demanded in future wireless communication networks. However, we will soon experience a spectrum scarcity problem since almost all available spectrum has been allocated to various wireless applications. A promising solution to this problem is to significantly improve the spectrum utilization efficiency by using opportunistic channel access (OCA). In the literature, OCA approaches have been developed in two kinds of networks: cognitive radio networks (CRNs) (in which secondary users, which are unlicensed users, may access the spectrum when primary users, which are licensed users, are not active) and wireless networks exploiting time diversity (in which a user may give up its transmission opportunity if its channel is deeply faded). This thesis is focused on optimal OCA in such two networks, with four research components. The first three research components are to achieve optimality in CRNs. The first research component is for the scenario that the statistical information of primary traffic (such as busy/idle probabilities) is known at a secondary user. When a secondary user can sense multiple channels simultaneously but the maximum numbers of channels that can be sensed simultaneously and that can be accessed simultaneously are both limited, we derive optimal strategies to select which channels to sense and which sensed-free channels to access. The second research component is for the scenario that statistical information of primary traffic is unknown and thus needs to be learned during channel sensing and access process (which results in learning loss). When busy/idle states of each channel are independent from one slot to another, we derive secondary channel sensing and access rules with asymptotically finite learning loss or logarithmic learning loss. As an extension of the second research component, the third research component uses another popular channel statistical behavior model: busy/idle states of each channel over time slots follow a Markov chain. We derive a channel sensing and access rule with logarithmic learning loss. The last (but not the least) research component is for optimal distributed OCA that utilizes time-diversity in wireless cooperative networks. Two cases are considered: the case when the source knows channel state information of links from itself to relays and from relays to its destination; and the case when a source knows only channel state information of links from itself to relays. In the two cases, the optimal transmission strategies that maximize the average system throughput are derived theoretically. Our research reveals that time diversity can be exploited in a wireless cooperative network by our proposed strategies.

IoT as a Service

IoT as a Service
Author: Bo Li
Publisher: Springer Nature
Total Pages: 804
Release: 2021-01-30
Genre: Computers
ISBN: 3030675149

This book constitutes the refereed post-conference proceedings of the 6st International Conference on IoT as a Service, IoTaaS 2020, which took place in Xi’an, China, in November 2020. Due to COVID-19 pandemic the conference was held virtually. The 69 revised full papers were carefully reviewed and selected from 136 submissions. The papers present two technical tracks and three workshops: The Second Workshop on Edge Intelligence and Computing for Iot Communications and Applications, the Workshop on Satellite Communication Networks for Internet of Things, the Workshop on Satellite Communications

Optimal Control of Energy Resources for State Estimation Over Wireless Channels

Optimal Control of Energy Resources for State Estimation Over Wireless Channels
Author: Alex S. Leong
Publisher: Springer
Total Pages: 131
Release: 2017-08-16
Genre: Technology & Engineering
ISBN: 3319656147

This brief introduces wireless communications ideas and techniques into the study of networked control systems. It focuses on state estimation problems in which sensor measurements (or related quantities) are transmitted over wireless links to a central observer. Wireless communications techniques are used for energy resource management in order to improve the performance of the estimator when transmission occurs over packet dropping links, taking energy use into account explicitly in Kalman filtering and control. The brief allows a reduction in the conservatism of control designs by taking advantage of the assumed. The brief shows how energy-harvesting-based rechargeable batteries or storage devices can offer significant advantages in the deployment of large-scale wireless sensor and actuator networks by avoiding the cost-prohibitive task of battery replacement and allowing self-sustaining sensor to be operation. In contrast with research on energy harvesting largely focused on resource allocation for wireless communication systems design, this brief optimizes estimation objectives such as minimizing the expected estimation error covariance. The resulting power control problems are often stochastic control problems which take into account both system and channel dynamics. The authors show how to pose and solve such design problems using dynamic programming techniques. Researchers and graduate students studying networked control systems will find this brief a helpful source of new ideas and research approaches.

Future Communication, Information and Computer Science

Future Communication, Information and Computer Science
Author: Dawei Zheng
Publisher: CRC Press
Total Pages: 472
Release: 2015-02-05
Genre: Computers
ISBN: 1315752298

The 2014 International Conference on Future Communication, Information and Computer Science (FCICS 2014) was held May 22-23, 2014 in Beijing, China. The objective of FCICS 2014 was to provide a platform for researchers, engineers and academics as well as industrial professionals from all over the world to present their research results and developm

Wireless Communications

Wireless Communications
Author: Prathima Agrawal
Publisher: Springer Science & Business Media
Total Pages: 370
Release: 2010-05-05
Genre: Mathematics
ISBN: 0387489452

This volume contains papers based on invited talks given at the 2005 IMA Summer Workshop on Wireless Communications, held at the Institute for Mathematics and Its Applications, University of Minnesota, June 22 - July 1, 2005. It presents some of the highlights of the workshop, and collects papers covering a broad spectrum of important and pressing issues in wireless communications.

Advanced Wireless Communications and Internet

Advanced Wireless Communications and Internet
Author: Savo G. Glisic
Publisher: John Wiley & Sons
Total Pages: 1025
Release: 2011-05-03
Genre: Technology & Engineering
ISBN: 1119991757

ADVANCED WIRELESS COMMUNICATIONS AND INTERNET THIRD EDITION ADVANCED WIRELESS COMMUNICATIONS AND INTERNET Future Evolving Technologies The new edition of Advanced Wireless Communications: 4G Cognitive and Cooperative Broadband Technology, 2nd Edition, including the latest developments In the evolution of wireless communications, the dominant challenges are in the areas of networking and their integration with the Future Internet. Even the classical concept of cellular networks is changing and new technologies are evolving to replace it. To reflect these new trends, Advanced Wireless Communications & INTERNET builds upon the previous volumes, enhancing the existing chapters, and including a number of new topics. Systematically guiding readers from the fundamentals through to advanced areas, each chapter begins with an introductory explanation of the basic problems and solutions followed with an analytical treatment in greater detail. The most important aspects of new emerging technologies in wireless communications are comprehensively covered including: next generation Internet; cloud computing and network virtualization; economics of utility computing and wireless grids and clouds. This gives readers an essential understanding of the overall environment in which future wireless networks will be operating. Furthermore, a number of methodologies for maintaining the network connectivity, by using tools ranging from genetic algorithms to stochastic geometry and random graphs theory, and a discussion on percolation and connectivity, are also offered. The book includes a chapter on network formation games, covering the general models, knowledge based network formation games, and coalition games in wireless ad hoc networks. Illustrates points throughout using real-life case studies drawn from the author’s extensive international experience in the field of telecommunications Fully updated to include the latest developments, key topics covered include: advanced routing and network coding; network stability control; relay-assisted Wireless Networks; multicommodity flow optimization problems, flow optimization in heterogeneous networks, and dynamic resource allocation in computing clouds Methodically guides readers through each topic from basic to advanced areas Focuses on system elements that provide adaptability and re-configurability, and discusses how these features can improve wireless communications system performance Enjoyed this book? Why not tell others about it and write a review on your favourite online bookseller.

Cooperation in Wireless Networks: Principles and Applications

Cooperation in Wireless Networks: Principles and Applications
Author: Frank H. P. Fitzek
Publisher: Springer Science & Business Media
Total Pages: 679
Release: 2006-07-25
Genre: Technology & Engineering
ISBN: 1402047118

Cooperation in Wireless Networks: Principles and Applications covers the underlying principles of cooperative techniques as well as several applications demonstrating the use of such techniques in practical systems. The book is written in a collaborative manner by several authors from Asia, America, and Europe. This book puts into one volume a comprehensive and technically rich appraisal of the wireless communications scene from a cooperation point of view.

Analysis and Transceiver Design for the MIMO Broadcast Channel

Analysis and Transceiver Design for the MIMO Broadcast Channel
Author: Raphael Hunger
Publisher: Springer Science & Business Media
Total Pages: 323
Release: 2012-08-29
Genre: Technology & Engineering
ISBN: 3642316921

This book deals with the optimization-based joint design of the transmit and receive filters in MIMO broadcast channel in which the user terminals may be equipped with several antenna elements. Furthermore, the maximum performance of the system in the high power regime as well as the set of all feasible quality-of-service requirements is analyzed. First, a fundamental duality is derived that holds between the MIMO broadcast channel and virtual MIMO multiple access channel. This duality construct allows for the efficient solution of problems originally posed in the broadcast channel in the dual domain where a possibly hidden convexity can often be revealed. On the basis of the established duality result, the gradient-projection algorithm is introduced as a tool to solve constrained optimization problems to global optimality under certain conditions. The gradient-projection tool is then applied to solving the weighted sum rate maximization problem which is a central optimization that arises in any network utility maximization. In the high power regime, a simple characterization of the obtained performance becomes possible due to the fact that the weighted sum rate utility converges to an affine asymptote in the logarithmic power domain. We find closed form expressions for these asymptotes which allows for a quantification of the asymptotic rate loss that linear transceivers have to face with respect to dirty paper coding. In the last part, we answer the fundamental question of feasibility in quality-of-service based optimizations with inelastic traffic that features strict delay constraints. Under the assumption of linear transceivers, not every set of quality-of-service requirements might be feasible making the power minimization problem with given lower bound constraints on the rate for example infeasible in these cases. We derive a complete description of the quality-of-service feasibility region for arbitrary channel matrices.