38 research outputs found

    Modelling interference in a CSMA/CA wireless network

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    Characterising the interactions between unicast and broadcast in IEEE 802.11 ad hoc networks

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    This paper investigates the relative performance of unicast and broadcast traffic traversing a one-hop ad hoc network utilising the 802.11 DCF. An extended Markov model has been developed and validated through computer simulation, which successfully predicts the respective performance of unicast and broadcast in a variety of mixed traffic scenarios. Under heavy network traffic conditions, a significant divergence is seen to develop between the performance of the two traffic classes - in particular, when network becomes saturated, unicast traffic is effectively given higher precedence over broadcast. As a result, the network becomes dominated by unicast frames, leading to poor rates of broadcast frame delivery

    Analysis of the IEEE 802.11e EDCA Under Statistical Traffic

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    Many models have been proposed to analyze the performance of the IEEE 802.11 distributed coordination function (DCF) and the IEEE 802.11e enhanced distributed coordination function (EDCA) under saturation condition. To analyze DCF under statistical traffic, Foh and Zukerman introduce a model that uses Markovian Framework to compute the throughput and delay performance. In this paper, we analyze the protocol service time of EDCA mechanism and introduce a model to analyze EDCA under statistical traffic using Markovian Framework. Using this model, we analyze the throughput and delay performance of EDCA mechanism under statistical traffic

    Enhanced Collision Resolution for the IEEE 802.11 Distributed Coordination Function

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    The IEEE 802.11 standard relies on the Distributed Coordination Function (DCF) as the fundamental medium access control method. DCF uses the Binary Exponential Backoff (BEB) algorithm to regulate channel access. The backoff period determined by BEB depends on a contention window (CW) whose size is doubled if a station suffers a collision and reset to its minimum value after a successful transmission. BEB doubles the CW size upon collision to reduce the collision probability in retransmission. However, this CW increase reduces channel access time because stations will spend more time sensing the channel rather than accessing it. Although resetting the CW to its minimum value increases channel access, it negatively affects fairness because it favours successfully transmitting stations over stations suffering from collisions. Moreover, resetting CW leads to increasing the collision probability and therefore increases the number of collisions. % Quality control editor: Please ensure that the intended meaning has been maintained in the edits of the previous sentence. Since increasing channel access time and reducing the probability of collisions are important factors to improve the DCF performance, and they conflict with each other, improving one will have an adverse effect on the other and consequently will harm the DCF performance. We propose an algorithm, \gls{ECRA}, that solves collisions once they occur without instantly increasing the CW size. Our algorithm reduces the collision probability without affecting channel access time. We also propose an accurate analytical model that allows comparing the theoretical saturation and maximum throughputs of our algorithm with those of benchmark algorithms. Our model uses a collision probability that is dependent on the station transmission history and thus provides a precise estimation of the probability that a station transmits in a random timeslot, which results in a more accurate throughput analysis. We present extensive simulations for fixed and mobile scenarios. The results show that on average, our algorithm outperformed BEB in terms of throughput and fairness. Compared to other benchmark algorithms, our algorithm improved, on average, throughput and delay performance

    Mac-Phy Cross-Layer analysis and design of Mimo-Ofdm Wlans based on fast link adaptation

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    The latestWLAN standard, known as IEEE 802.11n, has notably increased the network capacity with respect to its predecessors thanks to the incorporation of the multipleinput multiple-output (MIMO) technology. Nonetheless, the new amendment, as its previous ones, does not specify how crucial configuration mechanisms, most notably the adaptive modulation and coding (AMC) algorithm should be implemented. The AMC process has proved essential to fully exploit the system resources in light of varying channel conditions. In this dissertation, a closed-loop AMC technique, referred to as fast link adaption (FLA) algorithm, that effectively selects themodulation and coding scheme (MCS) for multicarriermultiantennaWLAN networks is proposed. The FLA algorithm determines the MCS that maximizes the throughput while satisfying a quality of service (QoS) constraint, usually defined in the form of an objective packet error rate (PER). To this end, FLA uses a packet/bit error rate prediction methodology based on the exponential effective SNRmetric (EESM). The FLA algorithm performance has been evaluated under IEEE 802.11n systems that thanks to the incorporation of a feedbackmechanismare able to implement closed- loop AMC mechanisms. Initially, this AMC technique relies only on physical layer information but it is subsequently extended to also take into account themediumaccess control (MAC) sublayer performance. At the physical layer, the FLA algorithm has demonstrated its effectivity by performing very close to optimality in terms of throughput, while satisfying a prescribed PER constraint. The FLA algorithm has also been evaluated using imperfect channel information. It has been observed that the proposed FLA technique is rather robust against imperfect channel information, and only in highly-frequency selective channels, imperfect channel knowledge causes a noticeable degradation in throughput. At the MAC sublayer, the FLA algorithm has been complemented with a timeout strategy that weighs down the influence of the available channel information as this becomes outdated. This channel information outdate is caused by the MAC sublayer whose user multiplexing policy potentially results in large delays between acquiring the instant in which the channel state information is acquired and that in which the channel is accessed. Results demonstrate the superiority of FLA when compared to open-loop algorithms under saturated and non-saturated conditions and irrespective of the packet length, number of users, protocol (CSMA/CA or CDMA/E2CA) and access scheme (Basic Access or RTS/CTS). Additionally, several analytical models have been developed to estimate the system performance at the MAC sublayer. These models account for all operational details of the IEEE 802.11n MAC sublayer, such as finite number of retries, anomalous slot or channel errors. In particular, a semi-analytical model that assesses the MAC layer throughput under saturated conditions, considering the AMC performance is first introduced. Then, an analytical model that allows the evaluation of the QoS performance under non-saturated conditions is presented. This model focuses on single MCS and it is able to accurately predict very important system performance metrics such as blocking probability, delay, probability of discard or goodput thanks to the consideration of the finite queues on each station. Finally, the previous non-saturated analytical approach is used to define a semi-analytical model in order to estimate the system performance when considering AMC algorithms (i.e. whenmultiple MCSs are available)La darrera versi贸 de l鈥檈st脿ndard deWLAN, anomenada IEEE 802.11n, ha augmentat la seva capacitat notablement en relaci贸 als sistemes anteriors gr脿cies a la incorporaci贸 de la tecnologia de m煤ltiples antenes en transmissi贸 i recepci贸 (MIMO). No obstant aix貌, la nova proposta, al igual que les anteriors, segueix sense especificar com s鈥檋an d鈥檌mplementar elsmecanismes de configuraci贸m茅s crucials, un dels quals 茅s l鈥檃lgoritme de codificaci贸 imodulaci贸 adaptativa (AMC). Aquests algoritmes ja han demostrat la seva import脿ncia a l鈥檋ora demaximitzar el rendiment del sistema tenint en compte les condicions canviants del canal. En aquesta tesis s鈥檋a proposat un algoritme AMC de lla莽 tancat, anomenat adaptaci贸 r脿pida de l鈥檈nlla莽 (FLA), que selecciona eficientment l鈥檈squema demodulaci贸 i codificaci贸 adaptativa per xarxes WLAN basades en arquitectures multiportadora multiantena. L鈥檃lgoritme FLA determina el mode de transmissi贸 capa莽 de maximitzar el throughput per les condicions de canal actuals, mentre satisf脿 un requisit de qualitat de servei en forma de taxa d鈥檈rror per paquet (PER). FLA utilitza una metodologia de predicci贸 de PER basada en l鈥檈stimaci贸 de la relaci贸 senyal renou (SNR) efectiva exponencial (EESM). El rendiment de l鈥檃lgoritme FLA ha estat avaluat en sistemes IEEE 802.11n, ja que aquests, gr脿cies a la incorporaci贸 d鈥檜nmecanisme de realimentaci贸 demodes de transmissi贸, poden adoptar solucions AMC de lla莽 tancat. En una primera part, l鈥檈studi s鈥檋a centrat a la capa f铆sica i despr茅s s鈥檋a est猫s a la subcapa MAC. A la capa f铆sica s鈥檋a demostrat l鈥檈fectivitat de l鈥檃lgoritme FLA aconseguint un rendiment molt proper al que ens proporcionaria un esquema AMC 貌ptim en termes de throughput, alhora que es satisfan els requisits de PER objectiu. L鈥檃lgoritme FLA tamb茅 ha estat avaluat utilitzant informaci贸 imperfecte del canal. S鈥檋a vist que l鈥檃lgoritme FLA proposat 茅s robust en front dels efectes d鈥檈stimaci贸 imperfecte del canal, i nom茅s en canals altament selectius en freq眉猫ncia, la informaci贸 imperfecte del canal provoca una davallada en el rendiment en termes de throughput. A la subcapa MAC, l鈥檃lgoritme FLA ha estat complementat amb una estrat猫gia de temps d鈥檈spera que disminueix la depend猫ncia amb la informaci贸 de canal disponible a mesura que aquesta va quedant desfassada respecte de l鈥檈stat actual. Aquesta informaci贸 de canal desfassada 茅s conseq眉猫ncia de la subcapa MAC que degut a la multiplexaci贸 d鈥檜suaris introdueix grans retards entre que es determina el mode de transmissi贸 m茅s adequat i la seva utilitzaci贸 per a l鈥檃cc茅s al canal. Els resultats obtinguts han demostrat la superioritat de FLA respecte d鈥檃ltres algoritmes de lla莽 obert en condicions de saturaci贸 i de no saturaci贸, i independentment de la longitud de paquet, nombre d鈥檜suaris, protocol (CSMA/CA i CSMA/E2CA) i esquema d鈥檃cc茅s (Basic Access i RTS/CTS). Am茅s, s鈥檋an desenvolupat diversosmodels anal铆tics per tal d鈥檈stimar el rendiment del sistema a la subcapa MAC. Aquests models consideren tots els detalls de funcionament de la subcapaMAC del 802.11n, comper exemple un nombre finit de retransmissions de cada paquet, l鈥檚lot an貌mal o els errors introdu茂ts pel canal. Inicialment s鈥檋a proposat unmodel semi-anal铆tic que determina el throughtput en condicions de saturaci贸, considerant el rendiment dels algoritmes AMC. Despr茅s s鈥檋a presentat un model anal铆tic que estima el rendiment del sistema per condicions de no saturaci贸, mitjan莽at elmodelat de cues finites a cada estaci贸. Aquestmodel consideramodes de transmissi贸 fixes i 茅s capa莽 de determinar de manera molt precisa m猫triques de rendimentmolt importants coms贸n la probabilitat de bloqueig de cada estaci贸, el retard mitj脿 del paquets, la probabilitat de descart o la mesura del goodput. Finalment, el model anal铆tic de no saturaci贸 s鈥檋a utilitzat per definir un model semi-anal铆tic per tal d鈥檈stimar el rendiment del sistema quan es considera l鈥櫭簊 d鈥檃lgoritmes AMC

    Performance Prediction and Tuning for Symmetric Coexistence of WiFi and ZigBee Networks

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    Due to the explosive deployment of WiFi and ZigBee wireless networks, 2.4GHz ISM bands (2.4GHz-2.5GHz) are becoming increasingly crowded, and the co-channel coexistence of these two networks is inevitable. For coexistence networks, people always want to predict their performance (e.g. throughput, energy consumption, etc.) before deployment, or even want to tune parameters to compensate unnecessary performance degradation (owing to the huge differences between these two MAC protocols) or to satisfy some performance requirements (e.g., priority, delay constraint, etc.) of them. However, predicting and tuning performance of coexisting WiFi and ZigBee networks has been a challenging task, primarily due to the lack of corresponding simulators and analytical models. In this dissertation, we addressed the aforementioned problems by presenting simulators and models for the coexistence of WiFi and ZigBee devices. Specifically, based on the energy efficiency and traffic pattern of three practical coexistence scenarios: disaster rescue site, smart hospital and home automation. We first of all classify them into three classes, which are non-sleeping devices with saturated traffic (SAT), non-sleeping devices with unsaturated traffic (UNSAT) and duty-cycling devices with unsaturated traffic (DC-UNSAT). Then a simulator and an analytical model are proposed for each class, where each simulator is verified by simple hardware based experiment. Next, we derive the expressions for performance metrics like throughput, delay etc., and predict them using both the proposed simulator and the model. Due to the higher accuracy of the simulator, the results from them are used as the ground truth to validate the accuracy of the model. Last, according to some common performance tuning requirements for each class, we formulate them into optimization problems and propose the corresponding solving methods. The results show that the proposed simulators have high accuracy in performance prediction, while the models, although are less accurate than the former, can be used in fast prediction. In particular, the models can also be easily used in optimization problems for performance tuning, and the results prove its high efficiency

    Achieving Low latency and High Packet Reception Ratio in Media Access Control Layer in VANET

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    Vehicular ad hoc networks (VANETs) or inter-vehiclecommunication (IVC) makes possible the development of a number ofinnovative and powerful transportation system applications. VANETtechnology proves an important extension of both cellular andwireless local area networks (WLANs) currently used in thetransportation industry. It is widely recognized that thetransportation industry serves as an ideal platform for a largenumber of existing and future wireless applications, many of whichhave yet to be developed for commercial use.Safety messaging is one of the most critical uses for VANET,supporting a number of potential safety applications, e.g. emergencyelectronic brake lights, lane change and pre-crash warning, amongothers. Many applications require extremely low latency (less than100ms) and highly reliable (over 99\% packet delivery ratio)communication services. In order to satisfy these criticalrequirements, an efficient media access control (MAC) layer isnecessary. At the time of this writing, a de facto standard of VANETMAC is being developed.Extensive VANET MAC research with regard to safety applications hasyet to be done. The proposed base for the VANET future standard usesan 802.11a media access layer whose performance-although studied-isknown to contain deficiencies and was accomplished outside theVANET context. These factors motivated the author to initiate thestudy of VANET and MAC.In this work, MAC for VANET MAC is extensively researched, and ahistory of MAC is initially reviewed. The special and criticalrequirements of VANET MAC are presented and four major categorieswere investigated and analyzed. Because the under-development of802.11p is based on the IEEE 802.11a, special consideration is givenwith regard to the performance of 802.11a MAC and associatedrequirements. Extensive research enhancements centering on safetyapplications of the 802.11 MAC are conducted. The author's researchgenerated a platform in which VANET performance can bequantitatively evaluated, analyzed, and verified. The quantitativebehavior of the current protocols/algorithms, which include delayand packet delivery ratio, are presented on this platform.Furthermore, the future protocol and algorithm proposals can beadded into this platform so that a faster research cycle can beachieved. Through theoretical analysis and simulation, thisinvestigation shows that current proposed VANET MAC and 802.11a MACenhancements have yet met the critical requirements of VANET. Thefuture work may focus on how to use this theoretical model andsimulation tool to assist MAC layer protocol design. Meanwhile, whennew algorithms are proposed or accepted by the standard, this modeland tool can serve as a fast and convenient platform, where the newalgorithm can be easily added for the sake of evaluation andverification. The feasibility of relaxing some assumptions includedtherein, such as the hidden node problem in a two dimensional space,may also be studied to make the platform closer to a real system
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