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A Bi-level programming model for the wireless network Jamming placement problem

A Bi-level programming model for the wireless network Jammin...

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IIE Annual Conference and Expo 2014

作者： Vadlamani, Satish Medal, Hugh Ekşioʇlu, Burak Li, Pan Department of Industrial and Systems Engineering Mississippi State University StarkvilleMS United States Department of Electrical and Computer Engineering Mississippi State University StarkvilleMS United States

ISBN: (纸本)9780983762430

Wireless networks, used extensively in military applications, are susceptible to jamming attacks. In this paper, we study a network interdiction problem on a multi-hop multi-channel wireless network in which an attacker places jamming devices in order to minimize the expected throughput of the network. We model this problem as a bi-level attacker-defender mixed integer program. The objective of the attacker is to locate a limited number of jamming devices and determine an optimal channel hopping strategy while the defenders objective is to determine an optimal channel hopping strategy. The defender seeks to maximize the equilibrium network throughput, and the attacker seeks to minimize it. In the defender's problem, the attacker and defender play a Nash Equilibrium channel hopping mixed strategy.

关键词： Integer programming

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DDDAS-Based Learning for Edge Computing at 5G and Beyond 5G 4th

DDDAS-Based Learning for Edge Computing at 5G and Beyond 5G

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4th International Conference on Dynamic Data Driven Applications systems, DDDAS 2022

作者： Runsewe, Temitope Yavuz, Abdurrahman Celik, Nurcin Saad, Walid Department of Industrial and Systems Engineering University of Miami MiamiFL33146 United States Department of Electrical and Computer Engineering Virginia Tech ArlingtonVA22203 United States

ISBN: (纸本)9783031526695

The emerging and foreseen advancements in 5G and Beyond 5G (B5G) networking infrastructures enhance both communications capabilities and the flexibility of executing computational tasks in a distributed manner, including those encountered in edge computing (EC). Both, 5G & B5G and EC environments present complexities and dynamicity in their multi-level and multimodal infrastructures. DDDAS-based design and adaptive and optimized management of the respective 5G, B5G, and EC infrastructures are needed, to tackle the stochasticity inherent in these complex and dynamic systems, and to provide quality solutions for respective requirements. In fact, both emerging communication and computational technologies and infrastructure systems can benefit from their symbiotic relationship in optimizing their corresponding adaptive and optimized management. EC enabled by 5G (and future B5G) allows efficient distributed execution of computational tasks. DDDAS-based methods can support the adaptivity in bandwidth and energy efficiencies in 5G and B5G communications. On the other hand, EC has become a very attractive feature for critical infrastructure such as energy grids as it allows for secure and efficient real-time data processing. In order to fully exploit the advantages of EC, the communication network should be able to tackle the changing requirements related to the task management within edge servers. Thus, leveraging the DDDAS paradigm, we jointly optimize the scheduling and offloading of computational tasks in an EC-enabled microgrid considering both physical constraints of microgrid and network requirements. The results showcase the superiority of the proposed DDDAS-based approaches in terms of network utilization and operational efficiencies achieved, with microgrids as case example. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.

关键词： Energy efficiency

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Cost estimation methodology using hybrid hierarchical approach

Cost estimation methodology using hybrid hierarchical approa...

引用

IIE Annual Conference and Exhibition 2004

作者： Koonce, David A. Sormaz, Dusan N. Masel, Dale T. Judd, Robert P. Industrial and Manufacturing Systems Engineering Department Ohio University Athens OH 45701-2979 School of Electrical Engineering and Computer Science Ohio University Athens OH 45701-2979

Cost prediction is an important activity in all phases of product development. However, accurate estimation of the actual manufacturing cost in early phases of product design is challenging due to the limited data available in the early design stages. This paper describes a new tool for cost estimation using a hybrid approach that supports several common methods for cost estimation (parametric, hierarchical, feature-based, etc). Cost analysis includes computation of point estimates for cost, trade studies, calibration, to reduce bias by using error found in previous estimates, and risk analysis, to examine sensitivity due to variation in parameters.

关键词： Product development

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Routing for multiple concurrent video sessions in wireless ad hoc networks

Routing for multiple concurrent video sessions in wireless a...

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2005 IEEE International Conference on Communications, ICC 2005

作者： Mao, Shiwen Kompella, Sastry Hou, Y. Thomas Sherali, Hanif D. Midkiff, Scott F. Bradley Department of Electrical and Computer Engineering Virginia Tech. Blacksburg VA 24061 Grado Department of Industrial and Systems Engineering Virginia Tech. Blacksburg VA 24061

Real-time multimedia communication is an important service that should be supported in wireless ad hoc networks. In this paper, we consider the problem of how to optimally support multiple concurrent video communication sessions in an ad hoc network. Our problem formulation follows an application-centric cross-layer approach with the objective of minimizing the average distortion for all video sessions via finding optimal paths for each session. Since this network-wide optimization problem is shown to be NP-complete, we pursue to develop competitive heuristic algorithms to address this problem. We find that Genetic Algorithms (GA) are eminently efficient in solving such cross-layer problems with complex objective functions and constraints. We describe a detailed solution procedure based on the GA approach and use numerical results to demonstrate its superior performance over other conventional approaches. Our efforts in this work provide an important methodology for addressing cross-layer network-wide optimal routing problems for video applications. © 2005 IEEE.

关键词： Telecommunication networks

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Planning for local net congestion in global routing 13

Planning for local net congestion in global routing

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2013 ACM International Symposium on Physical Design, ISPD 2013

作者： Shojaei, Hamid Davoodi, Azadeh Linderoth, Jeffrey T. Department of Electrical and Computer Engineering University of Wisconsin Madison WI 53706 United States Department of Industrial and Systems Engineering University of Wisconsin Madison WI 53706 United States

ISBN: (纸本)9781450318679

Local nets are a major contributing factor to mismatch between the global routing (GR) and detailed routing (DR) stages. A local net has all its terminals inside one global cell (gcell) and is traditionally ignored during global routing. This work offers two contributions in order to estimate and manage the local nets at the GR stage. First, a procedure is given to generate gcells of non-uniform size in order to reduce the number of local nets and thus the cumulative error associated with ignoring or approximating them. Second, we approximate the resource usage of local nets at the GR stage by introducing a capacity for each gcell in the GR graph. With these two complementary approaches, we offer a mathematical model for the congestion-aware GR problem that captures local congestion with non-uniform gcells along with other complicating factors of modern designs including variable wire sizes, routing blockages, and virtual pins. A practical routing procedure is presented based on the mathematical model that can solve large industry instances. This procedure is integrated with the CGRIP congestion analysis tool. In the experiments, we evaluate our techniques in planning for local nets during GR while accounting for other sources of congestion using the ISPD11 benchmarks. Copyright © 2013 ACM.

关键词： detailed routing global routing congestion

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CPS-TR: An Online Training Platform to Address Fourth industrial Revolution Workforce Needs 13

CPS-TR: An Online Training Platform to Address Fourth Indust...

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13th IEEE Integrated STEM Education Conference, ISEC 2023

作者： Satam, Pratik Philipp, Carter Shao, Sicong Salehi, Soheil University of Arizona Department of Systems and Industrial Engineering TucsonAZ85721 United States University of Arizona Department of Electrical and Computer Engineering TucsonAZ85721 United States

ISBN: (纸本)9798350300017

The widespread deployment of 'Smart' Infrastructure, which uses networked computing systems to manage physical processes, has brought the onset of the fourth industrial Revolution (4IR). The 4IR relies on network interconnectivity, sensing, automation, robotics, and artificial intelligence to improve the productivity of modern manufacturing environments while reducing their workforce needs. Although beneficial, this growing adoption of 4IR has increased the complexity of industrial Control systems (ICS), creating a huge workforce skills gap and causing 2.1 million manufacturing jobs to go unfulfilled by 2030. In the context of these challenges, this paper presents Cyber-Physical systems Training Range (CPS-TR), a cloud-based scalable student training platform to address 4IR needs, especially cybersecurity. The CPS-TR, built on Amazon Web Services (AWS), allows instructors to create experimental scenarios using virtual machines in AWS' Elastic Cloud (EC2), connected via AWS Virtual Private Cloud (VPC) based subnet providing an isolated communication environment. The CPSTR front-end provides a web application-based interface for students and instructors to design new material and perform experiments. This paper evaluates the performance and efficiency of the CPS-TR environment while showcasing an experiment teaching trainees about the safe use of the MQTT protocol from 4IR infrastructure software updates. The experimental evaluation shows that a trainee's network traffic volume while using the CPS-TR peaks at 2000 packets in a second;the network bandwidth requirements of a basic network connection suited for usage with mobile and tablet devices. The experimental evaluation also shows the VPC subnet communication peaks at eight packets in a second, with a cumulative packet count of fewer than 70 packets. This low VPC subnet utilization is in combination with EC2 *** VMs allows the CPS-TR operation costs to stay low. © 2023 IEEE.

关键词： Cyber Physical System

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Development of cost library for manufacturing processes in cost estimation tool

Development of cost library for manufacturing processes in c...

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IIE Annual Conference and Exhibition 2004

作者： Sormaz, Dusan N. Judd, Robert P. Koonce, David A. Nambiar, Arun Department of Industrial and Manufacturing Systems Engineering Ohio University Athens OH 45701-2979 School of Electrical Engineering and Computer Science Ohio University Athens OH 45701-2979

Accurate prediction of manufacturing costs is required in very early stages of the product design and development. Usually these costs are estimated using a parametric approach, in which several simplifications are utilized, resulting in less accurate cost estimation. This paper presents a novel approach in which a hierarchical library is used in conjunction with the Cost estimation tool developed within the Federated Intelligent Product EnviRonment (FIPER), which is being developed as part of the National Institute of Standards and Technology (NIST) Advanced Technology Program (ATP). The library includes machining cost, assembly, setup cost, machine and tool cost, and overhead cost in hierarchical manner. Cost elements that accumulate individual cost items have been developed: part and assembly models accumulate all component costs, machine models accumulate setup cost with direct labor included into each individual manufacturing process. A functioning library of elements has been developed using this approach. The coverage of the library includes manufacturing of rotational and prismatic components, basic shape generation processes (casting and forging), and corresponding machines. The library can be utilized in two different modes (using or extending) which are is demonstrated on a couple of examples.

关键词： Production control

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Prototype for smart prosthetic legs-analysis and mechanical design

Prototype for smart prosthetic legs-analysis and mechanical ...

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2011 7th International Conference on MEMS, NANO and Smart systems, ICMENS 2011

作者： Liu, Ming Datseris, Philip Huang, He Mechanical Industrial and Systems Engineering University of Rhode Island Kingston RI United States Electrical Computer and Biomedical Engineering University of Rhode Island Kingston RI United States

ISBN: (纸本)9783037853122

In this paper, we designed a prototype of powered above-knee prosthesis. Compared with other prototypes available in the literature, our designed prosthetic leg employs a redundant actuator concept to overcome the challenge faced by the single-motor transmission systems. The redundant actuator also enables the prosthesis to be partially functional when the prosthesis loses power. Finally, in order to provide optimal control parameters for designed above-knee prosthesis to perform a smooth level-ground walking task, an inverse dynamic model based on Kane's method is constructed. © (2012) Trans Tech Publications, Switzerland.

关键词： DC motors

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Development and human factors analysis of an augmented reality interface for multi-robot tele-operation and control

Development and human factors analysis of an augmented reali...

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Unmanned systems Technology XIV

作者： Lee, Sam Lucas, Nathan P. Ellis, R. Darin Pandya, Abhilash Department of Electrical and Computer Engineering Wayne State University Detroit MI United States Department of Industrial and Systems Engineering Wayne State University Detroit MI United States

ISBN: (纸本)9780819490650

This paper presents a seamlessly controlled human multi-robot system comprised of ground and aerial robots of semiautonomous nature for source localization tasks. The system combines augmented reality interfaces capabilities with human supervisor's ability to control multiple robots. The role of this human multi-robot interface is to allow an operator to control groups of heterogeneous robots in real time in a collaborative manner. It used advanced path planning algorithms to ensure obstacles are avoided and that the operators are free for higher-level tasks. Each robot knows the environment and obstacles and can automatically generate a collision-free path to any user-selected target. It displayed sensor information from each individual robot directly on the robot in the video view. In addition, a sensor data fused AR view is displayed which helped the users pin point source information or help the operator with the goals of the mission. The paper studies a preliminary Human Factors evaluation of this system in which several interface conditions are tested for source detection tasks. Results show that the novel Augmented Reality multi-robot control (Point-and-Go and Path Planning) reduced mission completion times compared to the traditional joystick control for target detection missions. Usability tests and operator workload analysis are also investigated. © 2012 Copyright Society of Photo-Optical Instrumentation Engineers (SPIE).

关键词： Augmented reality

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A particle process underlying SSD storage structures

A particle process underlying SSD storage structures

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作者： Coffmanl, Edward G. Momčilović, Petar Electrical Engineering Computer Science Columbia University New York NY 10025 United States Industrial and Systems Engineering University of Florida Gainesville FL 32611 United States

We introduce a particle process that models the evolutionof page configurations in solid-state-drive (SSD) storage *** devices use integrated circuitry as memory tostore data. Typically, pages (units of storage) are organizedinto blocks of a given size. Three operations are permitted:write, read, and clean. Rewrites are not allowed, i.e., a pagehas to be "cleaned" before the write operation can be *** the read and write operations are permittedon individual pages, the clean operation can be executed onwhole blocks only. Analysis of our particle process capturesa key tradeoff in the operation of SSD's.

关键词： Virtual storage

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