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Relevant bibliographies by topics / Local area networks (Computer networks) – Design

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Academic literature on the topic 'Local area networks (Computer networks) – Design'

Author: Grafiati

Published: 4 June 2021

Last updated: 5 February 2022

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Journal articles on the topic "Local area networks (Computer networks) – Design"

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Оrdabayeva G.К., Dzhusupbekova G.T., and Rakhymbek N. "DESIGN AND SIMULATION OF VIRTUAL LOCAL AREA NETWORK USING CISCO PACKET TRACER." BULLETIN 6, no. 388 (December 15, 2020): 6–14. http://dx.doi.org/10.32014/2020.2518-1467.176.

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Modern local networks consist of several subscriber devices located inside the same building. Computers on the local network are interconnected using network equipment - switches. By default, all devices connected to the ports of the same switch can communicate by exchanging network packets. Computer networks of data transmission are the result of the information revolution and in the future will be able to form the main means of communication. The worldwide trend towards the integration of computers in the network is due to a number of important reasons, such as the acceleration of the transmission of information messages, the ability to quickly exchange information between users, receiving and transmitting messages (faxes, E-mail letters, electronic conferences, etc.) without leaving the workplace, the ability to instantly receive any information from anywhere in the world, as well as the exchange of information between computers of different manufacturers working under different software. A large number of broadcast packets sent by devices leads to a decrease in network performance, because instead of useful operations, the switches are busy processing data addressed to everyone at once. The situation forces us to divide such large networks into autonomous subnets; as a result, the logical structures of the network are different from the physical topologies. This article discusses VLAN technology (Virtual Local Area Network - VLAN), which allows you to divide one local network into separate segments.

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Olenev, V. L., I. Ya Lavrovskaya, L. I. Kurbanov, I. L. Korobkov, and Yu E. Sheynin. "COMPUTER AIDED DESIGN SYSTEM FOR SPACECRAFT ONBOARD NETWORKS." Issues of radio electronics, no. 8 (August 20, 2018): 145–53. http://dx.doi.org/10.21778/2218-5453-2018-8-145-153.

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Modern spacecraft onboard networks consist of a large number of nodes which interact with each other via a communication network. SpaceWire is a new generation technology which is being integrated into new spacecraft systems. In order to check network operation on the early stages of network design it is reasonable to perform its software simulation. The paper provides an analysis of existing simulation tools for the on-board and local area networks. We overview the main abilities of the existing software and then propose the computer-aided design (CAD) system for SpaceWire onboard networks design and simulation - SANDS. This software will solve important tasks, which spacecraft developers face with during implementation of satellites and other space vehicles. SANDS system will support the full on-board network design and simulation flow, which begins from the network topology automated generation and finishes with getting the network structure, configuration and parameters setting, simulation results and statistics.

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Nicopolitidis, P., G. I. Papadimitriou, and A. S. Pomportsis. "Design alternatives for wireless local area networks." International Journal of Communication Systems 14, no. 1 (2001): 1–42. http://dx.doi.org/10.1002/dac.481.

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Filho, V. J. M. F., and R. D. Galvao. "Design of Interconnection of Local Area Networks." International Transactions in Operational Research 5, no. 3 (May 1998): 211–31. http://dx.doi.org/10.1111/j.1475-3995.1998.tb00116.x.

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Malaney, Gary D. "The Design and Implementation of Local and Wide Area Networks in Student Affairs." Journal of Educational Technology Systems 20, no. 3 (March 1992): 231–39. http://dx.doi.org/10.2190/alwd-c6r0-q8mm-8cbb.

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Local and wide area networks on college campuses in general and in student affairs in particular still represent a relatively new technology. Accordingly, literature on the design and operation of these computer systems is just beginning to appear in the academic computing journals. The purpose of this article is to contribute to the literature on networks by describing the design and implementation of a wide area network within a large division of student affairs at a major research university.

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Goni, Osman. "Design, Deployment and Implementation of Local Area Network (LAN) at BAEC Head Quarter." International Journal of Computer Science and Mobile Computing 10, no. 5 (May 30, 2021): 15–23. http://dx.doi.org/10.47760/ijcsmc.2021.v10i05.003.

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A local area network (LAN) is a computer network within a small geographical area such as a home, school, computer laboratory, office building or group of buildings. A LAN is composed of interconnected workstations and personal computers which are each capable of accessing and sharing data and devices, such as printers, scanners and data storage devices, anywhere on the LAN. LANs are characterized by higher communication and data transfer rates and the lack of any need for leased communication lines. Communication between remote parties can be achieved through a process called Networking, involving the connection of computers, media and networking devices. When we talk about networks, we need to keep in mind three concepts, distributed processing, network criteria and network structure. The purpose of this Network is to design a Local Area Network (LAN) for a BAEC (Bangladesh Atomic Energy Commission) Head Quarter and implement security measures to protect network resources and system services. To do so, we will deal with the physical and logical design of a LAN. The goal of this Network is to examine of the Local Area Network set up for a BAEC HQ and build a secure LAN system.

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Anderson, Thomas E., Susan S. Owicki, James B. Saxe, and Charles P. Thacker. "High speed switch scheduling for local area networks." ACM SIGPLAN Notices 27, no. 9 (September 1992): 98–110. http://dx.doi.org/10.1145/143371.143495.

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Elbaum, R., and M. Sidi. "Topological design of local-area networks using genetic algorithms." IEEE/ACM Transactions on Networking 4, no. 5 (1996): 766–78. http://dx.doi.org/10.1109/90.541324.

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El-Bawab, Tarek S., and Anura P. Jayasumana. "On the design of Robust-WDM local area networks." International Journal of Communication Systems 14, no. 2 (2001): 231–41. http://dx.doi.org/10.1002/dac.467.

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Cobb, Richard, Edward R. Mansfield, and Joseph M. Mellichamp. "Development of design guidelines for local area CSMA/CD networks." SIMULATION 58, no. 4 (April 1992): 270–76. http://dx.doi.org/10.1177/003754979205800409.

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Dissertations / Theses on the topic "Local area networks (Computer networks) – Design"

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Robeson, Bridget M. "A local area network & wide area network design." Master's thesis, This resource online, 1992. http://scholar.lib.vt.edu/theses/available/etd-12232009-020117/.

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Fang, Jun-Wai 1960. "Design and performance evaluation of a proposed backbone network for PC-Networks interconnection." Thesis, The University of Arizona, 1989. http://hdl.handle.net/10150/276941.

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This thesis is concerned with the design of a high-speed backbone network which provides a high bandwidth interconnection for various Personal Computer Networks (PC-Networks) with an integrated service of voice and data. With the advanced technology of optical fiber as the transmission medium, several different existing topologies and protocols are discussed for the backbone network design. The token ring protocol is simulated and evaluated to find out a suitable buffer size and the length of voice and data packet for backbone network. The Network II.5 simulation tool is applied to simulate the token ring simulation model with different parameters. The Network Interface Unit (NIU) is designed from the simulation results with a cost-effective consideration.

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Ma, Audivox Hing Ting. "A power line local area network : design and implementation." Thesis, University of British Columbia, 1987. http://hdl.handle.net/2429/26443.

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This thesis presents the development and implementation of two fundamental communication sublayers, medium access and logical link, for a new Local Area Network (LAN) which utilizes the intra-building power distribution circuit as physical transmission medium. This medium provides a low cost means for data communications with a high degree of portability. A low-to-medium data rate and a relatively high error rate are two of the major disadvantages associated with the use of the medium. The Logical Link Control (LLC) protocol adopted is a modified version of the IEEE 802.2 protocol; whereas, the Medium Access Control (MAC) protocol used is a simple hub polling scheme. For efficiency reason, both LLC and MAC sublayers are implemented in the kernel of the UNIX¹ operating system. The schemes used, justifications for the decisions made and their implementations are discussed in details in the thesis. The performance of the power line LAN formed with four Sun workstations² using modems with a data rate of 14.4 kilo-bit per second is measured and analyzed. ¹UNIX is a trademark of AT & T Bell laboratories. ²Sun workstation is a trademark of Sun Microsystems.
Science, Faculty of
Computer Science, Department of
Graduate

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Tanir, Oryal. "The design and analysis of nodes in a fiber optic based star network (STARNET) /." Thesis, McGill University, 1985. http://digitool.Library.McGill.CA:80/R/?func=dbin-jump-full&object_id=61262.

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STARNET is a fiber optic based network which facilitates the interconnection of distributed Local Area Networks. Configured as a sixteen pointed star topology with a multiprocessor based controller at the center of the star (named the Central Switch). STARNET is capable of scheduling calls from users connected to User Access Nodes located at the points of the star. Messages are passed from one node to another through the Central Switch via duplex fiber optic lines connecting each node to the center.
This paper presents a multiprocessor based design of the User Access Node. The hardware and software structure is examined in depth, providing solid guidelines for the physical construction of the unit. The performances of statistical STARNET models using parameters obtained from the design (and three different Central Switch models) are plotted and compared for five different examples of external traffic. The model analysis gives an indication of the expected message delays, supporting the feasibility of the design.

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Wang, Kuochen 1955. "DESIGN AND TEST OF MULTIPLE NETWORKS ON A SINGLE BROADBAND CABLE PLANT." Thesis, The University of Arizona, 1986. http://hdl.handle.net/10150/277303.

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Lee, Myung Sub 1953. "PC-based design of network management package for broadband network." Thesis, The University of Arizona, 1988. http://hdl.handle.net/10150/276772.

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The description of a Network Management Package (NMP) for Packet Communications Units (PCUs) in a Local Area Network (LAN) is presented. The LAN consists of a Sytek LocalNet 20, a Sytek System 2000, a Sytek System 6000, and a Concord Data Systems Token/Net. The NMP accesses and controls the local and remote PCUs on the networks. The communication interface software module is responsible for opening and closing the session between the PC and PCU ports. The NMP supports a set of operations used by a network manager to control and manage the network PCUs. The user uses the NMP to integrate each PCU and check and set its attributes. The NMP was developed to run in the Computer Engineering Research Laboratory and in the University of Arizona broadband cable plant. The NMP allows different PCUs (local or remote) to check and modify PCU's attributes while users work on their own PCUs. (Abstract shortened with permission of author.)

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Hill, Kevin Carlos. "Design of a local area network and a wide area network to connect the US Navy's training organization." Master's thesis, This resource online, 1994. http://scholar.lib.vt.edu/theses/available/etd-10242009-020032/.

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Nagappan, Sekkappa. "Protocol design and analysis for a dynamic hierarchical local area network." Thesis, Virginia Polytechnic Institute and State University, 1986. http://hdl.handle.net/10919/101139.

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In this thesis, the design and performance issues of a protocol for a dynamic hierarchical local area network are addressed. The dynamic hierarchy is an extension of the static hierarchical topology with the exception that the apex node can vary among a prescribed set of candidates. A simulation model is used to evaluate the benefits of dynamic apex transition under the proposed protocol. The design also considers routing and queue structures of the nodal functions corresponding to the transport/network layers of the ISO model. The model experimentation shows that dynamic hierarchy networks are advantageous, under an environment where different network traffic patterns exist at different points of time, over static hierarchy networks. Critical to the conclusion is that the amount of time taken to effect a transition is kept minimal.
M.S.

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Han, Ki Jun. "A high-speed data/voice integrated campus backbone network: Design and simulation." Diss., The University of Arizona, 1987. http://hdl.handle.net/10150/184297.

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This dissertation is concerned with the design of a high speed fiber optic campus backbone network which not only provides a high bandwidth connection to various LANs, PBXs, ISDNs, supercomputers, and other high speed computing facilities but also offers an integrated service of voice and data. The campus backbone network is based on an optical fiber dual ring structure. A new token ring protocol based on the IEEE 802.5 standard is proposed as the medium access protocol for the backbone network. In the proposed token ring network, the token holder transmits packets in an exhaustive way when no other nodes want to transmit voice packets. If any node has voice packets waiting for transmission, the token holder can transmit only a single packet during its access opportunity. In this way, not only can the voice delay be bounded at high voice traffic intensities, but a high data throughput can be achieved at low voice traffic intensities. The potential use of Time Division Multiplexing (TDM) was also considered, but the TDM technique was found to be less suitable for our campus environment mainly due to its low efficiency in bursty environments and complex hardware requirements. The backbone network was simulated using the Simscript II.5 discrete event simulation language. The simulation results indicated that the proposed token ring protocol provides satisfactory performances in every respect. A network interface unit (NIU) was designed, which consists of optical transmitter, receiver, and fault tolerance mechanisms as well as the protocol engine. The optimal values of major parameters for the NIU design were determined by the simulation.

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Gu, Hua. "Design and implementation of a token bus protocol for a power line local area network." Thesis, University of British Columbia, 1988. http://hdl.handle.net/2429/27930.

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This thesis presents the development and implementation of a token bus protocol for a Power Line Local Area Network (PLLAN) which utilizes intra-building power distribution circuit as the physical transmission medium. This medium provides a low cost means for data communications with a high degree of portability. Due to the characteristics of the power line and the prototype modem, the network would be easily saturated with data and would have a high collision probabilities. The IEEE 802.4 token bus standard is modified to fit the PLLAN and to bring its performance up. A comparative performance of the original protocol and the modified version shows that the latter provides an improvement in network throughput of up to 15 percent and a reduction in the network join-ring delay of up to 20 percent for a wide workload range. The performance figures of the modified version in a power line network of three SUN 3/50 workstations¹ transmitting at 9.6 kilo-bit per second is also presented and analyzed. ¹Sun workstation is a trademark of Sun Microsystems.
Science, Faculty of
Computer Science, Department of
Graduate

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Books on the topic "Local area networks (Computer networks) – Design"

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Steven, Temple, and Williamson Robin, eds. Local area network design. Wokingham, England: Addison-Wesley, 1986.

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Gburzyński, Paweł. Protocol design for local and metropolitan area networks. Englewood Cliffs, NJ: Prentice Hall, 1996.

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Abrahams, John R. Token ring networks: Design implementation and management. Manchester: NCC Blackwell, 1991.

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Abrahams, John R. Token ring networks: Design, implementation and management. Manchester: NCC Blackwell, 1991.

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Local area networks: Making the right choices. Wokingham, England: Addison-Wesley, 1993.

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Ambrose, B. E. Design of an open network billing application. Dublin: Trinity College, Department of Computer Science, 1991.

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Kitty, Haller, ed. Designing campus networks. Indianapolis, IN: Macmillan Technical Pub., 1998.

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Per, Borgesen, ed. Local area network management, design, and security: A practical approach. Chichester, West Sussex, England: Wiley, 2002.

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Davidson, Robert P. Internetworking LANs: Operation, design, and management. Boston: Artech House, 1992.

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Hordeski, Michael F. Microcomputer LANs: Network design and implementation. Blue Ridge Summit, PA: TAB Professional and Reference Books, 1987.

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Book chapters on the topic "Local area networks (Computer networks) – Design"

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Housley, Russell. "Encapsulation security protocol design for local area networks." In Lecture Notes in Computer Science, 103–9. Berlin, Heidelberg: Springer Berlin Heidelberg, 1989. http://dx.doi.org/10.1007/3-540-51754-5_34.

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Baker, Donald G. "Local Area Networks." In Monomode Fiber-Optic Design, 250–328. Dordrecht: Springer Netherlands, 1987. http://dx.doi.org/10.1007/978-94-011-7000-0_8.

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Pritsky, N. Todd, Joseph R. Bumblis, and Gary C. Kessler. "Local Area Networks." In Computer Security Handbook, 25.1–25.17. Hoboken, NJ, USA: John Wiley & Sons, Inc., 2015. http://dx.doi.org/10.1002/9781118851678.ch25.

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Freer, John R. "Local area networks." In Computer Communications and Networks, 191–241. Boston, MA: Springer US, 1988. http://dx.doi.org/10.1007/978-1-4613-1041-9_7.

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Barksdale, William J. "Local Area Networks." In Practical Computer Data Communications, 387–418. Boston, MA: Springer US, 1986. http://dx.doi.org/10.1007/978-1-4684-5164-1_11.

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Sadiku, Matthew N. O., and Sarhan M. Musa. "Local Area Networks." In Performance Analysis of Computer Networks, 167–95. Cham: Springer International Publishing, 2013. http://dx.doi.org/10.1007/978-3-319-01646-7_6.

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Kessler, Gary C. "Local Area Network Topologies, Protocols, and Design." In Computer Security Handbook, 6.1–6.31. Hoboken, NJ, USA: John Wiley & Sons, Inc., 2015. http://dx.doi.org/10.1002/9781118851678.ch6.

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Ni, Lionel M. "Implementing Priority Functions in Local Area Networks." In Computer-Based Automation, 569–89. Boston, MA: Springer US, 1985. http://dx.doi.org/10.1007/978-1-4684-7559-3_26.

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Long, Zhaohua, Xiaojie Song, Lin Zhang, and Yu Xiao. "Design and Implementation of Wireless Local Area Network Videophone." In Frontiers in Computer Education, 449–55. Berlin, Heidelberg: Springer Berlin Heidelberg, 2012. http://dx.doi.org/10.1007/978-3-642-27552-4_62.

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Šárek, Milan. "Protocols Design in Medical Orientated Local Area Networks." In Medical Informatics Europe 85, 780–81. Berlin, Heidelberg: Springer Berlin Heidelberg, 1985. http://dx.doi.org/10.1007/978-3-642-93295-3_154.

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Conference papers on the topic "Local area networks (Computer networks) – Design"

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Zheng, Jun, Yan Zhang, Ling Wang, and Jinlin Chen. "Adaptive Location Update Area Design for PCS Networks under 2D Markov Walk Model." In 2006 31st IEEE Conference on Local Computer Networks. IEEE, 2006. http://dx.doi.org/10.1109/lcn.2006.322107.

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Soni, Robin, Naveen Chilamkurti, Giovanni Giambene, and Sherali Zeadally. "A Cross-Layer Design for H.264 Video Stream Over Wireless Local Area Networks." In 2008 International Symposium on Computer Science and its Applications (CSA). IEEE, 2008. http://dx.doi.org/10.1109/csa.2008.40.

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Yilmaz, Turker, and Ozgur B. Akan. "Utilizing terahertz band for local and personal area wireless communication systems." In 2014 IEEE 19th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD). IEEE, 2014. http://dx.doi.org/10.1109/camad.2014.7033260.

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Angulo, Marlenne, and Marco Turrubiartes. "On-Line Education in Computer Networks Courses. Study Case: UABC University." In 2003 Informing Science + IT Education Conference. Informing Science Institute, 2003. http://dx.doi.org/10.28945/2652.

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Currently, distance learning is increasing its application in Mexican Universities; despite that it is not enough to satisfy the demand of higher education in Mexico. This paper presents a comparative analysis of undergraduate student performance in two systems: face-to-face and On-Line education. This analysis was realized with two different courses: Local area network and Interconnectivity. These two courses are part of the Computer Engineering curricula. The results show two important issues: the students are more participative and the team work is improved in the on-line class. The original idea of this work was to quantitatively evaluate face to face and On-line educational systems applied in computer networks. Finally they could not be compared in that manner. Both systems are options that the students have, and according to their profile they can choose the most convenient alternative. Finally, the Internet is a tool, it does not give better or worse education by itself, it has some advan-tages/disadvantages that should be taken into account when an On-Line course is designed.

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Sha, Zhenghui, and Jitesh H. Panchal. "Estimating the Node-Level Behaviors in Complex Networks From Structural Datasets." In ASME 2013 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers, 2013. http://dx.doi.org/10.1115/detc2013-12063.

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There is an emerging class of networks that evolve endogenously based on the local characteristics and behaviors of nodes. Examples of such networks include social, economic, and peer-to-peer communication networks. The node-level behaviors determine the overall structure and performance of these networks. This is in contrast to exogenously designed networks whose structures are directly determined by network designers. To influence the performance of endogenous networks, it is crucial to understand a) what kinds of local behaviors result in the observed network structures and b) how these local behaviors influence the overall performance. The focus in this paper is on the first aspect, where information about the structure of networks is available at different points in time and the goal is to estimate the behavior of nodes that resulted in the observed structures. We use three different approaches to estimate the node-level behaviors. The first approach is based on the generalized preferential attachment model of network evolution. In the second approach, statistical regression-based models are used to estimate the node-level behaviors from consecutive snapshots of the network structure. In the third approach, the nodes are modeled as rational decision-making agents who make linking decisions based on the maximization of their payoffs. Within the decision-making framework, the multinomial logit choice model is adopted to estimate the preferences of decision-making nodes. The autonomous system (AS) level Internet is used as an illustrative example to illustrate and compare the three approaches.

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Li, Tingwei, Ruiwen Zhang, and Qing Li. "Multi Scale Temporal Graph Networks for Skeleton-Based Action Recognition." In 4th International Conference on Computer Science and Information Technology (COMIT 2020). AIRCC Publishing Corporation, 2020. http://dx.doi.org/10.5121/csit.2020.101605.

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Graph convolutional networks (GCNs) can effectively capture the features of related nodes and improve the performance of model. More attention is paid to employing GCN in Skeleton-Based action recognition. But existing methods based on GCNs have two problems. First, the consistency of temporal and spatial features is ignored for extracting features node by node and frame by frame. To obtain spatiotemporal features simultaneously, we design a generic representation of skeleton sequences for action recognition and propose a novel model called Temporal Graph Networks (TGN). Secondly, the adjacency matrix of graph describing the relation of joints are mostly depended on the physical connection between joints. To appropriate describe the relations between joints in skeleton graph, we propose a multi-scale graph strategy, adopting a full-scale graph, part-scale graph and core-scale graph to capture the local features of each joint and the contour features of important joints. Experiments were carried out on two large datasets and results show that TGN with our graph strategy outperforms state-of-the-art methods.

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Kim, Chang E., and Judy M. Vance. "Development of a Networked Haptic Environment in VR to Facilitate Collaborative Design Using Voxmap Pointshell (VPS) Software." In ASME 2004 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. ASMEDC, 2004. http://dx.doi.org/10.1115/detc2004-57648.

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A networked virtual environment is a hardware and software system where people who are geographically dispersed over the world can interact with each other by sharing space, presence, and time [1]. The goal of the work presented here is to develop methods to facilitate the use of force feedback, or haptic, devices within a networked virtual environment. Our research aims at investigating and constructing a networked haptic environment (NHE) over a non-dedicated channel for multiple users. The NHE consists of a local network between each haptic device and each virtual environment, as well as a global network linking all of the virtual environments. Position synchronization throughout the global network is accomplished using “Released-but-not-released” method (RNR) which allows computers with different performance capabilities to participate in the network without users experiencing inaccurate object motions. The networked virtual assembly application has been demonstrated using several haptic devices and several virtual environments, without a limitation on number of users or complexity of input models. Performance measures are examined and future work is outlined.

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Rezapour, Shabnam, Janet K. Allen, and Farrokh Mistree. "Uncertainty Propagation in a Supply Chain / Network With Uncertain Facility Performance." In ASME 2014 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers, 2014. http://dx.doi.org/10.1115/detc2014-34255.

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Decentralized production systems in supply chains / networks makes them more profitable and agile than traditional enterprises with centralized production systems. However, this decentralization makes supply chains / networks more vulnerable respect to uncertainties which are unavoidable. Today’s supply chains / networks producing and supplying their products to markets are characterized by uncertain demands (called demand-side uncertainty) and uncertainties associated with the performances of their constituent production facilities (called supply-side uncertainty). Supply-side uncertainty is due to the fact that there is not any perfect production system. Sparse literature of supply-side uncertainty management in supply chains / networks is only restricted to supply chains / networks with single-echelon supply processes. However most of the real case supply chains / networks have longer production processes involving suppliers of suppliers, suppliers, component manufacturers, assemblers, etc. In this paper we fill this gap of the literature by considering a supply chain/network with multi-echelon supply process including unreliable production facilities working in markets with uncertain demands. We show that in such a complex production process in addition to investigating the local effects of the uncertainties in the performances of their corresponding facilities, it is necessary to consider their global and cumulative effect on the performance of the entire supply chain/networks by following the propagation of these uncertainties in the flow of the material and product. Not only we introduce and describe the salient features of uncertainty propagation phenomenon in supply chains/networks, but also we demonstrate its quantification approach. Finally we propose mathematical models and solution approaches that can provide robust production plans for the supply chain/network that are protected against all demand and supply side uncertainties and their propagated effects. Performances of the proposed models and solution approaches are tested with test problems and a real case problem from automotive industry.

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Pakharev, Sergey, Alexey Syschikov, and Suvorova Elena. "Design of onboard Local Area Networks." In 2014 16th Conference of Open Innovations Association (FRUCT16). IEEE, 2014. http://dx.doi.org/10.1109/fruct.2014.7000921.

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Li, Shouju, Yingxi Liu, and Chenfang Huo. "Application of Modified PID Neural Network to Discrete Nonlinear System Control." In ASME 2007 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. ASMEDC, 2007. http://dx.doi.org/10.1115/detc2007-34033.

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Abstract:

An improved PID neural network-based controller is designed and analyzed for the classes of single-input nonlinear system and multi-input discrete system. In order to deal with the local minimum problem in training neural network with back-propagation algorithm and to enhance controlling precision, neural network’s weights are adjusted by optimization algorithm. The controller employs a PID neural network instead of estimating the unknown plant nonlinearities on-line. When compared to other nonlinear modeling techniques for control purposes, it has several specific advantages that make it ideally suited to particular applications. Tow examples are used to demonstrate the performance and properties of the proposed scheme. The simulation results show that the proposed controller with improved PID neural network is flexible and efficient in the control of discrete nonlinear dynamic system.

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