45 research outputs found
Dynamic Network State Learning Model for Mobility Based WMSN Routing Protocol
The rising demand of wireless multimedia sensor networks (WMSNs) has motivated academia-industries to develop energy efficient, Quality of Service (QoS) and delay sensitive communication systems to meet major real-world demands like multimedia broadcast, security and surveillance systems, intelligent transport system, etc. Typically, energy efficiency, QoS and delay sensitive transmission are the inevitable requirements of WMSNs. Majority of the existing approaches either use physical layer or system level schemes that individually can’t assure optimal transmission decision to meet the demand. The cumulative efficiency of physical layer power control, adaptive modulation and coding and system level dynamic power management (DPM) are found significant to achieve these demands. With this motivation, in this paper a unified model is derived using enhanced reinforcement learning and stochastic optimization method. Exploiting physical as well as system level network state information, our proposed dynamic network state learning model (NSLM) applies stochastic optimization to learn network state-activity that derives an optimal DPM policy and PHY switching scheduling. NSLM applies known as well as unknown network state variables to derive transmission and PHY switching policy, where it considers DPM as constrained Markov decision process (MDP) problem. Here,the use of Hidden Markov Model and Lagrangian relaxation has made NSLM convergence swift that assures delay-sensitive, QoS enriched, and bandwidth and energy efficient transmission for WMSN under uncertain network conditions. Our proposed NSLM DPM model has outperformed traditional Q-Learning based DPM in terms of buffer cost, holding cost, overflow, energy consumption and bandwidth utilization
Cross Layered Network Condition Aware Mobile-Wireless Multimedia Sensor Network Routing Protocol for Mission Critical Communication
The high pace emergence in wireless technologies have given rise to an immense demand towards Quality of Service (QoS) aware multimedia data transmission over mobile wireless multimedia sensor network (WMSN). Ensuring reliable communication over WMSN while fulfilling timely and optimal packet delivery over WMSN can be of great significance for emerging IoT ecosystem. With these motivations, in this paper a highly robust and efficient cross layered routing protocol named network condition aware mobile-WMSN routing protocol (NCAM-RP) has been developed. NCAM-RP introduces a proactive neighbour table management, congestion awareness, packet velocity estimation, dynamic link quality estimation (DLQE), and deadline sensitive service differentiation based multimedia traffic prioritization, and multi-constraints based best forwarding node selection mechanisms. These optimization measures have been applied on network layer, MAC layer and the physical layer of the protocol stack that eventually strengthen NCAM-RP to enable QoS-aware multimedia data transmission over WMSNs. The proposed NCAM-RP protocol intends to optimize real time mission critical (even driven) multimedia data (RTMD) transmission while ensuring best feasible resource allocation to the non-real time (NRT) data traffic over WMSNs. NCAM-RP has outperform RPAR based routing scheme in terms of higher data delivery, lower packet drops and deadline miss ratio. It signifies that NCAM-RP can ensure minimal retransmission that eventually can reduce energy consumption, delay and computational overheads. Being the mobility based WMSN protocol, NCAM-RP can play significant role in IoT ecosystem
Radio Communications
In the last decades the restless evolution of information and communication technologies (ICT) brought to a deep transformation of our habits. The growth of the Internet and the advances in hardware and software implementations modified our way to communicate and to share information. In this book, an overview of the major issues faced today by researchers in the field of radio communications is given through 35 high quality chapters written by specialists working in universities and research centers all over the world. Various aspects will be deeply discussed: channel modeling, beamforming, multiple antennas, cooperative networks, opportunistic scheduling, advanced admission control, handover management, systems performance assessment, routing issues in mobility conditions, localization, web security. Advanced techniques for the radio resource management will be discussed both in single and multiple radio technologies; either in infrastructure, mesh or ad hoc networks
Mobile Ad Hoc Networks
Guiding readers through the basics of these rapidly emerging networks to more advanced concepts and future expectations, Mobile Ad hoc Networks: Current Status and Future Trends identifies and examines the most pressing research issues in Mobile Ad hoc Networks (MANETs). Containing the contributions of leading researchers, industry professionals, and academics, this forward-looking reference provides an authoritative perspective of the state of the art in MANETs. The book includes surveys of recent publications that investigate key areas of interest such as limited resources and the mobility of mobile nodes. It considers routing, multicast, energy, security, channel assignment, and ensuring quality of service. Also suitable as a text for graduate students, the book is organized into three sections: Fundamentals of MANET Modeling and Simulation—Describes how MANETs operate and perform through simulations and models Communication Protocols of MANETs—Presents cutting-edge research on key issues, including MAC layer issues and routing in high mobility Future Networks Inspired By MANETs—Tackles open research issues and emerging trends Illustrating the role MANETs are likely to play in future networks, this book supplies the foundation and insight you will need to make your own contributions to the field. It includes coverage of routing protocols, modeling and simulations tools, intelligent optimization techniques to multicriteria routing, security issues in FHAMIPv6, connecting moving smart objects to the Internet, underwater sensor networks, wireless mesh network architecture and protocols, adaptive routing provision using Bayesian inference, and adaptive flow control in transport layer using genetic algorithms
Mobile Ad-Hoc Networks
Being infrastructure-less and without central administration control, wireless ad-hoc networking is playing a more and more important role in extending the coverage of traditional wireless infrastructure (cellular networks, wireless LAN, etc). This book includes state-of-the-art techniques and solutions for wireless ad-hoc networks. It focuses on the following topics in ad-hoc networks: quality-of-service and video communication, routing protocol and cross-layer design. A few interesting problems about security and delay-tolerant networks are also discussed. This book is targeted to provide network engineers and researchers with design guidelines for large scale wireless ad hoc networks
Cognitive Radio Systems
Cognitive radio is a hot research area for future wireless communications in the recent years. In order to increase the spectrum utilization, cognitive radio makes it possible for unlicensed users to access the spectrum unoccupied by licensed users. Cognitive radio let the equipments more intelligent to communicate with each other in a spectrum-aware manner and provide a new approach for the co-existence of multiple wireless systems. The goal of this book is to provide highlights of the current research topics in the field of cognitive radio systems. The book consists of 17 chapters, addressing various problems in cognitive radio systems
Optimización en el despliegue de servicios de Voz sobre IP (VoIP) sobre redes WiFi con restricciones de calidad de servicio
Las tecnologías de Voz sobre IP (VoIP) han permitido el despliegue de nuevos servicios de voz a través de Internet durante las dos últimas décadas. Por otro lado, las redes inalámbricas de área local (WLAN) basadas en el estándar IEEE 802.11 (i.e., WiFi) han experimentado un crecimiento de popularidad debido a su bajo coste y flexibilidad. Sin embargo, el despliegue de comunicaciones de VoIP con garantías de calidad sobre redes IEEE 802.11 implica una serie de dificultades (i.e., los paquetes pueden sufrir pérdidas, colisiones, y retardos variables) que no han sido satisfactoriamente resueltas con las técnicas y modelos disponibles en la actualidad.
En esta tesis se desarrolla un nuevo modelo analítico de la sub-capa MAC de IEEE 802.11 que permite estimar la calidad y consumo energético de las conversaciones en un escenario realista de VoIP sobre WiFi (VoWiFi). Además, el modelo anterior se utiliza para plantear y resolver dos nuevas aplicaciones de despliegue y optimización de servicios VoWiFi: (a) el despliegue de vehículos aéreos no tripulados (UAVs) para proveer de un servicio de VoWiFi con garantías de calidad a un conjunto de usuarios y,
(b) un nuevo mecanismo de control de admisión de llamadas en la red WiFi corporativa y unifica el acceso al servicio tanto para usuarios de terminales cableados como inalámbricos.
Validamos el modelo analítico propuesto frente a simulaciones realizadas con el simulador de red ns-3. Los resultados muestran la utilidad del modelo propuesto para predecir las prestaciones (e.g., retardo, pérdidas) y el consumo energético en la tarjeta de red cuando se transmiten flujos de voz sobre IEEE 802.11 en condiciones no ideales. Esta capacidad de predicción ha sido clave en las propuestas realizadas de nuevas aplicaciones. En el caso del despliegue de drones, nos ha permitido definir un nuevo problema de posicionamiento inicial que puede resultar muy práctico en situaciones de rescate al aire libre. En el caso del control de admisión en entornos corporativos, el modelo nos ha permitido predecir la capacidad máxima de flujos de voz que puede ser admitida en la organización para garantizar calidad a las conversaciones existentes. Usando esta capacidad, hemos planteado un algoritmo nuevo que puede ser utilizado para unificar el control de acceso para usuarios WiFi y usuarios de terminales cableados y que aumenta el número de usuarios concurrentes respecto a los algoritmos existentes.Voice over IP (VoIP) technologies have enabled the deployment of new voice services over the Internet during the last two decades. Meanwhile, wireless local area
networks (WLAN) based on the IEEE 802.11 standard (i.e., WiFi) have grown in popularity due to their low cost and flexibility. However, the deployment of quality-guaranteed
VoIP communications over IEEE 802.11 networks implies a series of technical difficulties
(i.e. lost packets, collisions, and delays) that have not been successfully addressed by the
techniques and models available today.
In this thesis, we develop a new analytical model for the IEEE 802.11 MAC sub-layer
that allows one to estimate quality and energy consumption in a realistic VoIP over WiFi
(VoWiFi) scenario. In addition, the previous model is used to propose and solve two
new applications for the deployment and optimization of VoWiFi services: (a) deploying
unmanned aerial vehicles (UAVs) to provide a VoWiFi service under guaranteed quality
to a group of ground users and, (b) a new call admission control mechanism for WiFi
corporate networks, which unifies the access to the voice service for both wired and
wireless terminals.
We validate the proposed analytical model against simulation results obtained with the
ns-3 network simulator. Results show the accuracy of the proposed model for the prediction
of the performance (e.g. delay, losses) and energy consumption of network interfaces when
voice flows are transmitted over IEEE 802.11 under non-ideal conditions. This prediction
capability has been a key component of the two VoWiFi applications developed. In the
UAV deployment, it has allowed us to define a new initial positioning problem that can
be very practical in outdoor rescue situations. Regarding admission control in corporate
environments, the model has allowed us to predict the maximum capacity of voice flows
that can be admitted in the organization to guarantee quality to existing conversations.
Using this capability, we have proposed a new algorithm that can be used to unify access
control for wireless and wired users, and that increases the number of concurrent users
with respect to existing algorithm
Group-Based Medium Access Control for IEEE 802.11n Wireless LANs
Abstract-The latest generation of Wireless Local Area Networks (WLANs) is based on IEEE 802.11n-2009 Standard. The standard provides very high data rates at the physical layer and aims to achieve a throughput at the Medium Access Control (MAC) layer that is higher than 100 Mbps. To do that, the standard introduces several mechanisms to improve the MAC efficiency. The most notable ones are the use of frame aggregation and Block-ACK frames. The standard, however, doesn't introduce a mechanism to reduce the probability of collision. This issue is significant because, with a high data rate, an AP would be able to serve a large number of stations, which would result in a high collision rate. In this paper, we propose a Group-based MAC (GMAC) scheme that reduces the probability of collision and also uses frame aggregation to improve the efficiency. The contending stations are divided into groups. Each group has one station that is the group leader. Only the leader stations contend, hence, reducing the probability of a collision. We evaluate the performance of our scheme with analytic and simulation results. The results show that GMAC achieves a high throughput, high fairness, low delay and maintains a high performance with high data rates
Improving the Performance of Wireless LANs
This book quantifies the key factors of WLAN performance and describes methods for improvement. It provides theoretical background and empirical results for the optimum planning and deployment of indoor WLAN systems, explaining the fundamentals while supplying guidelines for design, modeling, and performance evaluation. It discusses environmental effects on WLAN systems, protocol redesign for routing and MAC, and traffic distribution; examines emerging and future network technologies; and includes radio propagation and site measurements, simulations for various network design scenarios, numerous illustrations, practical examples, and learning aids