As developments in wireless ad hoc networks continue, there is an increasing expectation with regard to supporting content-rich multimedia communications (e.g., video) in such networks, in addition to simple data communications. The recent advances in multiple description (MD) video coding have made it highly suitable for multimedia applications in such networks. In this thesis, we study three important problems regarding multiple description video communications in wireless ad hoc networks. They are multipath routing for MD video, MD video multicast, and joint routing and server selection for MD video in wireless ad hoc networks. In multipath routing for MD video problem, we follow an applicationcentric cross-layer approach and formulate an optimal routing problem that minimizes the application layer video distortion. We show that the optimization problem has a highly complex objective function and an exact analytic solution is not obtainable. However, we find that a metaheuristic approach such as Genetic Algorithms (GAs) is eminently effective in addressing this type of complex cross-layer optimization problems. We provide a detailed solution procedure for the GA-based approach, as well as a tight lower bound for video distortion. We use numerical results to compare this approach to several other approaches and demonstrate its superior performance. In MD video multicast problem, we take the similar application-centric, cross-layer approach as in the multipath routing problem. We propose an MD video multicast scheme where multiple source trees are used. Furthermore, each video description is coded into multiple layers in order to cope with diversity in wireless link bandwidths. Based on this multicast model, we formulate the multicast routing as a combinatorial optimization problem and apply Genetic Algorithm (GA)-based metaheuristic procedure to solove this problem. Performance comparisons with existing approaches show significant gains for a wide range of network operating conditions. In the last problem, we study the important problem of joint routing and server selection for MD video in ad hoc networks. We formulate the task as a combinatorial optimization problem and present tight lower and upper bounds for the achievable distortion. The upper bound also provides a feasible solution to the formulated problem. Our extensive numerical results show that the bounds are very close to each other for all the cases studied, indicating the near-global optimality of the derived upper bounding solution. Moreover, we observe significant gains in video quality achieved by the proposed approach over existing server selection schemes. This justifies the importance of jointly considering routing and server selection for optimal MD video streaming in wireless ad hoc networks. / Master of Science

Timeliness in delivering packets for delay-sensitive applications is an important QoS (Quality of Service) measure in many systems, notably those that need to provide real-time performance. In such systems, if delay-sensitive traffic is delivered to the destination beyond the deadline, then the packets will be rendered useless and dropped after received at the destination. Bandwidth that is already scarce and shared between network nodes is wasted in relaying these expired packets. This thesis proposes that a deterministic per-hop delay can be achieved by using a dynamic queue threshold concept to bound delay of each node. A deterministic per-hop delay is a key component in guaranteeing a deterministic end-to-end delay. The research aims to develop a generic approach that can constrain network delay of delay-sensitive traffic in a dynamic network. Two adaptive queue management schemes, namely, DTH (Dynamic THreshold) and ADTH (Adaptive DTH) are proposed to realize the claim. Both DTH and ADTH use the dynamic threshold concept to constrain queuing delay so that bounded average queuing delay can be achieved for the former and bounded maximum nodal delay can be achieved for the latter. DTH is an analytical approach, which uses queuing theory with superposition of N MMBP-2 (Markov Modulated Bernoulli Process) arrival processes to obtain a mapping relationship between average queuing delay and an appropriate queuing threshold, for queue management. While ADTH is an measurement-based algorithmic approach that can respond to the time-varying link quality and network dynamics in wireless ad hoc networks to constrain network delay. It manages a queue based on system performance measurements and feedback of error measured against a target delay requirement. Numerical analysis and Matlab simulation have been carried out for DTH for the purposes of validation and performance analysis. While ADTH has been evaluated in NS-2 simulation and implemented in a multi-hop wireless ad hoc network testbed for performance analysis. Results show that DTH and ADTH can constrain network delay based on the specified delay requirements, with higher packet loss as a trade-off.

In this thesis, research is described which leads to the proposal of a link-directionality-based dual channel MAC (Medium Access Control) protocol (DCP) for carrier sense wireless ad hoc networks. It attempts to double the capacities of such networks using an industrial standard (the single-channel IEEE 802.11 protocol) as a benchmark. Simulations show that the proposed scheme can increase the capacities to more than 1.7 times of the single-channel IEEE 802.11 protocol in large-scale random network topologies. The algorithm, however, requires extra radio spectrum resource which could be costly. In addition to DCP, a signal-to-interference ratio comparison algorithm (SCA) is proposed to further release the protocol constraints imposed by the virtual carrier-sensing mechanism. Interestingly, while the capacity of the pure DCP decreases when link lengths are short, the capacity of the pure SCA increases when link lengths are short. The two algorithms compensate for the downside of each other to bring about a more uniform capacity improvement. Simulations show that the integrated scheme can further increase the network throughputs to more than 2.13 times in random topologies. This thesis also clarifies inter-link interference in wireless ad-hoc networks by using link-directional interference graphs (l-graph). By colouring the l-graphs, independent data streams obtained by Multi-Carrier Code Division Multiple Access (MC-CDMA) are assigned for transmitting up-link and down-link traffic separately in order to eliminate the hidden-node and exposed-node problems in wireless local area networks (WLAN). Finally, a generic approach for capacity analysis is proposed to show that the concept of link-directionality can also be adopted with other network models, protocols and parameter settings. However, in certain scenarios where links are densely packed together, the advantage of using link-directionality could be diminished. Therefore, the proposed generic approach for capacity analysis allows one to determine whether channel allocations according to link-directionalities should be applied to a given network.

La croissance explosive des réseaux sans fil et l’augmentation du nombre de dispositifs sans fil ont soulevé de nombreuses difficultés techniques dans la planification et l’analyse de ces réseaux. Nous utilisons la modélisation continue, utile pour la phase initiale de déploiement et l’analyse à grande échelle des études régionales du réseau. Nous étudions le problème de routage dans les réseaux ad hoc, nous définissons deux principes d’optimisation du réseau: le problème de l’utilisateur et du système. Nous montrons que les conditions d’optimalité d’un problème d’optimisation construit d’une manière appropriée coïncide avec le principe de l’optimisation de l’utilisateur. Pour fonctions de coût différentes, nous résolvons le problème de routage pour les antennes directionnelles et omnidirectionnelles. Nous trouvons également une caractérisation des voies du coût minimum par l’utilisation extensive du Théorème de Green dans le cas d’antennes directionnelles. Dans de nombreux cas, la solution se caractérise par une équation aux dérivés partielles. Nous proposons l’analyse numérique par éléments finis qui donne les limites de la variation de la solution par rapport aux données. Lorsque nous permettons la mobilité des origines et destinations, on trouve la quantité optimale de relais actif. Dans les réseaux MIMO, nous montrons que, même lorsque la chaîne offre un nombre infini de degrés de liberté, la capacité est limitée par le rapport entre la taille du réseau d’antennes, la station de base, la position des mobiles et la longueur d’onde du signal. Nous constatons également l’association optimale mobile pour différentes politiques et distributions des utilisateurs. / The growing number of wireless devices and wireless systems present many challenges on the design and operation of these networks. We focus on massively dense ad hoc networks and cellular systems. We use the continuum modeling approach, useful for the initial phase of deployment and to analyze broad-scale regional studies of the network. We study the routing problem in massively dense ad hoc networks, and similar to the work of Nash, and Wardrop, we define two principles of network optimization: user- and system-optimization. We show that the optimality conditions of an appropriately constructed optimization problem coincides with the user-optimization principle. For different cost functions, we solve the routing problem for directional and omnidirectional antennas. We also find a characterization of the minimum cost paths by extensive use of Green’s theorem in directional antennas. In many cases, the solution is characterized by a partial differential equation. We propose its numerical analysis by finite elements method which gives bounds in the variation of the solution with respect to the data. When we allow mobility of the origin and destination nodes, we find the optimal quantity of active relay nodes. In Network MIMO systems and MIMO broadcast channels, we show that, even when the channel offers an infinite number of degrees of freedom, the capacity is limited by the ratio between the size of the antenna array at the base station and the mobile terminals position and the wavelength of the signal. We also find the optimal mobile association for the user- and system-optimization problem under different policies and distributions of the users.

Most computing and communicating devices have been personal computers that were connected to Internet through a fixed network connection. It is believed that future communication devices will not be of this type. Instead the intelligence and communication capability will move into various objects that surround us. This is often referred to as the "Internet of Things" or "Wireless Embedded Internet". This thesis deals with video processing and communication in these types of systems. One application scenario that is dealt with in this thesis is real-time video transmission over wireless ad-hoc networks. Here a set of devices automatically form a network and start to communicate without the need for any previous infrastructure. These devices act as both hosts and routers and can build up large networks where they forward information for each other. We have identified two major problems when sending real-time video over wireless ad-hoc networks. One is the reactive design used by most ad-hoc routing protocols. When nodes move some links that are used in the communication path between the sender and the receiver may disappear. The reactive routing protocols wait until some links on the path breaks and then start to search for a new path. This will lead to long interruptions in packet delivery and does not work well for real-time video transmission. Instead we propose an approach where we identify when a route is about to break and start to search for new routes before this happen. This is called a proactive approach. Another problem is that video codecs are very sensitive for packet losses and at the same time the wireless ad-hoc network is very error prone. The most common way to handle lost packets in video codecs is to periodically insert frames that are not predictively coded. This method periodically corrects errors regardless there has been an error or not. The method we propose is to insert frames that are not predictively coded directly after a packet has been lost, and only if a packet has been lost. Another area that is dealt with in this thesis is video sensor networks. These are small devices that have communication and computational capacity, they are equipped with an image sensor so that they can capture video. Since these devices in general have very limited resources in terms of energy, computation, communication and memory they demand a lot of the video compression algorithms used. In standard video compression algorithms the complexity is high for the encoder while the decoder has low complexity and is just passively controlled by the encoder. We propose video compression algorithms for wireless video sensor networks where complexity is reduced in the encoder by moving some of the image analysis to the decoder side. We have implemented our approach on actual low-power sensor nodes to test our developed algorithms. Finally we have built a "Digital Zoo" that is a complete system including a large scale outdoor video sensor network. The goal is to use the collected data from the video sensor network to create new experiences for physical visitors in the zoo, or "cyber" visitors from home. Here several topics that relate to practical deployments of sensor networks are addressed.

Μέχρι σήμερα στη δρομολόγηση στα ασύρματα αδόμητα δίκτυα λαμβάνεται ως κριτήριο ένα μοναδιαίο μέγεθος για κάθε σύνδεσμο του δικτύου, το οποίο αναπαριστά το κόστος της μετάδοσης πάνω στον συγκεκριμένο σύνδεσμο. Στη δρομολόγηση με βάση πολλαπλά κριτήρια η βασική ιδέα είναι ότι σε κάθε σύνδεσμο ανατίθεται ένα διάνυσμα από παραμέτρους-κόστη με βάση το οποίο προκύπτει και ένα αντίστοιχο διάνυσμα για κάθε μονοπάτι. Για κάθε ζευγάρι κόμβων αποστολέα-παραλήπτη γίνεται καταρχήν η εύρεση όλων των υποψήφιων για χρήση μονοπατιών. Τα υποψήφια μονοπάτια, που λαμβάνονται υπόψη κατά τη διαδικασία επιλογής, έχουν την ιδιότητα να είναι μη-κυριαρχημένα μεταξύ τους. Στη συνέχεια εφαρμόζεται στο σύνολο των μη-κυριαρχημένων μονοπατιών μια συνάρτηση που συνδυάζοντας τις συνιστώσες του κάθε διανύσματος παράγει το κόστος χρήσης κάθε μονοπατιού και έτσι το μονοπάτι με το ελάχιστο κόστος επιλέγεται για χρήση. Στα πλαίσια της εργασίας, καταρχήν μελετήθηκε ο αλγόριθμος δρομολόγησης με πολλαπλά κόστη χρησιμοποιώντας παραμέτρους-κόστη σχετικές με την ενέργεια, όπως η τρέχουσα διαθέσιμη ενέργεια στους κόμβους και η ισχύς μετάδοσής τους. Στη συνέχεια στις παραμέτρους προστέθηκε και η παρεμβολή που δημιουργείται από τη μετάδοση πάνω σε ένα σύνδεσμο. Τα αποτελέσματα των προσομοιώσεων έδειξαν ότι ο αλγόριθμος δρομολόγησης με πολλαπλά κόστη, σε σχέση με τον ελάχιστου μήκους διαδρομής, κατανέμει πιο ομοιόμορφα την κίνηση στο δίκτυο, επιμηκύνει τον χρόνο ζωής του δικτύου και αυξάνει το ποσοστό των παραδιδόμενων πακέτων. Στο επόμενο στάδιο της εργασίας έγινε μια κατανεμημένη υλοποίηση του αλγορίθμου δρομολόγησης με πολλαπλά κόστη, που επιπλέον λαμβάνει υπόψη την κινητικότητα των κόμβων του δικτύου, η οποία και πάλι φάνηκε να υπερέχει έναντι πιο παραδοσιακών πρακτικών. Τέλος η ιδέα της δρομολόγησης με πολλαπλά κόστη εφαρμόστηκε για τη λύση του προβλήματος ενεργο-αποδοτικής πολλαπλής ή ολικής εκπομπής (multicasting ή broadcasting, αντίστοιχα). Στόχος ήταν να βρεθεί η βέλτιστη ενεργο-αποδοτικά ακολουθία συνδέσμων πάνω στους οποίους πρέπει να γίνει μετάδοση ενός πακέτου προκειμένου να υλοποιηθεί η επιθυμητή εκπομπή. Σαν παράμετροι-κόστη χρησιμοποιήθηκαν η τρέχουσα διαθέσιμη ενέργεια και η ισχύς μετάδοσης των κόμβων. Τα αποτελέσματα δείχνουν σαφή υπεροχή του αλγορίθμου με πολλαπλά κόστη έναντι παραδοσιακών λύσεων τόσο για πολλαπλή εκπομπή όσο και για ολική εκπομπή. / Until now, routing in wireless ad hoc networks has been studied by taking into account a single scalar metric for every network link, representing the cost of transmitting through this link. In multicost routing a vector of cost parameters is assigned to each link, based on which a respective cost vector is produced for every path in the network. For every source-destination pair all the candidate paths are initially calculated that are non-dominated to each other. At the cost vectors of the candidate paths, an optimization function is applied in order to produce a cost for each path based on which the selection of the optimal one is made. In the present thesis multicost routing in wireless ad hoc networks was studied initially using as cost parameters the node residual energy and transmission power. As a next step the interference cause by the transmission of each link was added to the cost vectors assigned to each network link. The simulation results showed that multicost routing in comparison to traditional routing practices achieves more uniform traffic distribution and energy consumption in the network, prolongs the network lifetime and increases the percentage of the packets that are successfully delivered to their destinations. Expanding these ideas, the multicost routing algorithm was next implemented in a fully distributed fashion in which additionally the node mobility was taken into account. The results again proved that a significant improvement was accomplished compared to minimum-hop routing. Finally, multicost routing was applied in the field of multicasting and broadcasting in wireless ad hoc networks. The emphasis was again on energy-efficiency by incorporating energy-related cost parameters like node residual energy and transmission power. The multicost algorithm calculates the optimal energy-efficient sequence of nodes that by transmitting implement the desired communication task (multicasting or broadcasting). Simulation results illustrate a clear advantage of our algorithm over established solutions for energy-efficient multicasting and broadcasting.

Network protocol construction is a complex and error prone task. The challenges originate both from the inherent complexity of developing correct program code and from the distributed nature of networked systems. Protocol errors can have devastating consequences. Even so, methods for ensuring protocol correctness are currently only used to a limited extent. A central reason for this is that they are often complex and expensive to employ. In this thesis, we develop methods to perform network protocol testing and verification, with the goal to make the techniques more accessible and readily adoptable. We examine how to formulate correctness requirements for ad hoc routing protocols used to set up forwarding paths in wireless networks. Model checking is a way to verify such requirements automatically. We investigate scalability of finite-state model checking, in terms of network size and topological complexity, and devise a manual abstraction technique to improve scalability. A methodology combining simulations, emulations, and real world experiments is developed for analyzing the performance of wireless protocol implementations. The technique is applied in a comparison of the ad hoc routing protocols AODV, DSR, and OLSR. Discrepancies between simulations and real world behavior are identified; these are due to absence of realistic radio propagation and mobility models in simulation. The issues are mainly related to how the protocols sense their network surroundings and we identify improvements to these capabilities. Finally, we develop a methodology and a tool for automatic verification of safety properties of infinite-state network protocols, modeled as graph transformation systems extended with negative application conditions. The verification uses symbolic backward reachability analysis. By introducing abstractions in the form of summary nodes, the method is extended to protocols with recursive data structures. Our tool automatically verifies correct routing of the DYMO ad hoc routing protocol and several nontrivial heap manipulating programs.

This thesis dissertation addresses the problem of providing video streaming services over mobile wireless ad hoc networks. This sort of network represents a hostile environment for this kind of realtime data transmission to the extent that obtaining a good quality of viewer experience is challenging and still under study. Besides the research point of view, providing high-quality multimedia services is decisive for the practical usability and feasibility of wireless ad hoc networks so that service providers can broaden the range of services offered. So far, mobile wireless ad hoc networks have been used to provide network connection among users who could not have connectivity otherwise. However, quality expectations and requirements have been increased notably, fostered by the advent of real-time multimedia applications over mobile devices. Due to the considerable processing and bandwidth constraints underlying these types of devices, coupled with their ability to move freely, it becomes a difficult task to achieve an acceptable quality of service throughout the entire video transmission. Thus, the contribution of this thesis work is twofold. On the one hand, the main problems and limitations that may be encountered and should be faced when deploying real-time services over mobile wireless ad hoc networks are analyzed and discussed. Bandwidth constraints and node mobility are portrayed as the major causes that prevent good quality of service and smooth video playback. On the other hand, following then the aim of improving video streaming quality, this thesis proposes practical solutions that involve diverse routing and cross-layer techniques. One of the proposed approaches focuses on hierarchical routing. Hierarchical arrangement of network nodes may reduce packet interference as well as offer a structured architecture that reduces control traffic overhead. Particularly, the proposed hierarchical routing protocol aims at providing scalability when the number of nodes grows, while maintaining complexity as low as possible. The resulting reduction in packet losses and video playback interruptions finally enhances the quality of received video streams. Furthermore, on the basis that the nodes in an ad hoc network are willing to perform routing tasks, every node could become essential for the proper network operation and routing performance. In tune with this philosophy, a new cross-layer mechanism for recovering lost packets is proposed. By overhearing packets over the wireless shared medium, any node in the surrounding area of the destination endpoint can altruistically retransmit those video packets that have not been correctly received at destination. Moreover, due to the video awareness and frame prioritization algorithm considered in this proposal, it becomes very convenient for real-time video streaming services. The results show that the presented mechanism succeeds in improving video quality and user experience, especially when packet losses are caused due to the mobility of the destination node. / Arce Vila, P. (2014). Hierarchical routing and cross-layer mechanisms for improving video streaming quality of service over mobile wireless ad hoc networks [Tesis doctoral]. Editorial Universitat Politècnica de València. https://doi.org/10.4995/Thesis/10251/36538

In dieser Arbeit werden P2P-Algorithmen in ressourcen-limitierten und irregulären Wireless-ad-hoc-Netzwerken (WAHN) betrachtet, die effizient, skalierbar und fehlertolerant in Situationen arbeiten sollen, in denen eine räumlich benachbarte Gruppe von Netzwerkknoten simultan ausfällt. Es wird ein fehlertolerantes Replikationsschema zur datenzentrischen Speicherung betrachtet, und eine selbstorganisierende, skalierbare Berechnung von Datenaggregaten zur Lösung des Konsensproblems. Existierende P2P-Algorithmen die Skalierbarkeit, Fehlertoleranz und Selbstorganisation in drahtgebundenen Netzen betrachten sind für die Klasse des WAHNs nicht geeignet weil sie Engpässe in WAHNs verursachen können und in Katastrophenmanagement-szenarien die Zuverlässigkeit der Daten nicht sicherstellen können. Die Verwendung von Informationen der geographischen Position von Knoten ist ein möglicher Weg, um die Effizienz und Skalierbarkeit von P2P-Anwendungen in drahtlosen Netzwerken zu verbessern. In dieser Arbeit wird ein neuer Ansatz vorgestellt, wie auf effiziente Weise 1) Gebiet des Netzwerks, das die geographische Ausbreitung seiner Knoten umfasst, und 2) Gruppenzugehörigkeit, wobei jeder Knoten zu genau einer Gruppe innerhalb eines einstellbaren Gebietes gehört, erzeugt werden kann. Dadurch können: existierenden, skalierbare P2P Datenspeicheralgorithmen für WAHNs genutzt werden, effiziente, fehlertolerante Replikation erstellt werden, die Effizienz von geographischen Routing und der Suche nach Replikaten verbessert werden sowie, Anwendungen auf einen bestimmten geographischen Bereich innerhalb des WAHN beschränkt werden (z.B. im Aggregationsprotokoll). Die entwickelten Protokolle sind tolerant gegenüber Nachrichtenverlust und verwenden ausschließlich lokale Broadcast-Nachrichten. Das Protokoll wurde mit Simulationen untersucht, die auf realistischen Netzwerktopologien mit Anteilen an sehr spärlichen und sehr dichten Knotenansammlungen basieren. / This dissertation addresses the challenge of reaching efficiency, scalability and fault-tolerance by P2P algorithms for resource-limited and irregular wireless ad-hoc networks (WAHNs) in disaster management (DM) scenarios where a spatially correlated group of nodes may crash simultaneously. In particular, we consider a fault-tolerant replication scheme for data-centric storage and a self-organized, scalable calculation of localized data aggregates for solving the consensus problem. Existing Peer-to-Peer algorithms that address issues of scalability, fault tolerance and self-organization in wired networks are inadequate for the addressed systems, they may cause bottlenecks in WAHNs and use replication that abstracts from geographical location of replicas and cannot therefore supply data survivability in DM scenarios in WAHNs. Incorporating information on geographical location of nodes is a recognized way to increase the efficiency and scalability of P2P applications in wireless networks. This dissertation proposes to efficiently construct new position information in a location-aware WAHN, where each node knows its own location and location of its direct neighbors. The new information are: network area, which expresses the geographical area covered by the network, and group membership, where each node belongs to exactly one group that is placed over the area of a maximum defined size. Together, they enable the use of the existing, scalable P2P data store in WAHNs (Geographical Hash Table), allow design of efficient fault-tolerant replication for the assumed fault model, increase efficiency of geographic routing and replica search, and allow to limit the geographical extent of activity of any distributed application, as we show using an example of data aggregation protocol. Proposed protocols tolerate message loss and use local broadcast only. They are evaluated by simulation over irregular topologies following the node placement of the existing, large WAHNs.

A Mobile Ad Hoc Network (MANETs) is a collection of wireless hosts that can be rapidly deployed as a multi hop packet radio network without the aid of any established infrastructure or centralized administration. Such networks can be used to enable next generation of battlefield applications envisioned by the military, including situation awareness systems for maneuvering war fighters, and remotely deployed unmanned microsensor networks. Ad Hoc networks can also provide solutions for civilian applications such as disaster recovery and message exchanges among safety and security personnel involved in rescue missions. Existing solutions for wired network Intrusion Detection Systems (IDSs) do not suit wireless Ad Hoc networks. To utilize either misuse detection or anomaly detection to monitor any possible compromises, the IDS must be able to distinguish normal from anomaly activities. To enable intrusion detection in wireless Ad Hoc networks, the research problems are: • How to efficiently collect normal and anomaly patterns of Ad Hoc networks? The lifetime of the hosts is short and Ad Hoc networks do not have traffic concentration points (router, switch). • How to detect anomalies? The loss could be caused by host movement instead of attacks. Unexpectedly long delay could be caused by unreliable channel instead of malicious discard. In this thesis, we have proposed a novel architecture that uses specification based intrusion detection techniques to detect active attacks against the routing protocols of mobile Ad Hoc networks. Our work analyzes some of the vulnerabilities and discuss the attacks against the AODV protocol. Our approach involves the use of an FSM (Finite State Machine) for specifying the AODV routing behavior and the distributed network monitors for detecting the sequence number attack. Our method can detect most of the bad nodes with low false positive rate and the packet delivery ratio can also be increased with high detection rate. For packet dropping attack, we present a distributed technique to detect this attack in wireless Ad Hoc networks. A bad node can forward packets but in fact it fails to do so. In our technique, every node in the network will check the neighboring nodes to detect if any of them fail to forward the packets. Our technique can detect most of the bad nodes with low false positive rate and the packet delivery ratio can also be increased. The proposed solution can be applied to identify multiple malicious nodes cooperating with each other in MANETs and discover secure routes from source to destination by avoiding malicious nodes acting in cooperation. Our technique will detect the sequence number and Packet Dropping attacks in real time within its radio range with no extra overhead. For resource consumption attack, the proposed scheme incurs no extra overhead, as it makes minimal modifications to the existing data structures and functions related to bad listing a node in the existing version of pure AODV. The proposed scheme is more efficient in terms of the resultant routes established, resource reservations, and computational complexity. If multiple malicious nodes collaborate, they in turn will be restricted and isolated by their neighbors, because they monitor and exercise control over forwarding RREQs by nodes. Hence, the scheme successfully prevents Distributed attacks. The proposed scheme shifts the responsibility of monitoring this parameter to the node's neighbor, ensuring compliance of this restriction. This technique solves all of the problems caused due to unnecessary RREQs from a compromised node. Instead of self-control, the control exercised by a node's neighbor results in preventing this attack. Experiments show that the tool provides effective intrusion detection functionality while using only a limited amount of resources. The loop freedom property has been reduced to an invariant on pairs of nodes. Each node decides & transmits its decision to a control center. Robustness to Threats, Robustness to nodes destruction: Loss of Performance (in terms of ratio) is least for Distributed Option and highest for Centralized Option and Robustness to observations deletion. All the proposed schemes were analyzed and tested under different topologies and conditions with varying number of nodes .The proposed algorithms for improving the robustness of the wireless Ad Hoc networks using AODV protocol against Packet Dropping Attack, Sequence Number attack and resource consumption attack have been simulated for an illustrative network of about 30 nodes. Our experiments have shown that the pattern extracted through simulation can be used to detect attacks effectively. The patterns could also be applied to detect similar attacks on other protocols.