Academic literature on the topic 'Real-time software-defined radio systems'

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Journal articles on the topic "Real-time software-defined radio systems"

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Sivokon, V. P., and D. V. Lapshov. "SOFTWARE DEFINED RADIO TECHNOLOGY IN THE TASKS OF RADIONOISE CONTROL." Bulletin оf Kamchatka State Technical University, no. 58 (2021): 17–28. http://dx.doi.org/10.17217/2079-0333-2021-58-17-28.

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The article is dedicated to study of the atmospheric noise properties in the range of intermediate and decameter waves in the Western Bering Sea zone, where such observations were not carried out earlier. Since it is impossible to use the radio equipment of ships for such measurements, we used devices using the technology of software-defined radio systems. The measurements were carried out along the coast of Kamchatka and made it possible to establish the characteristic temporal, spatial and frequency variations in the parameters of atmospheric noise. It was found that the radio noise intensit
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Duarte, Luis, Rodolfo Gomes, Carlos Ribeiro, and Rafael F. S. Caldeirinha. "A Software-Defined Radio for Future Wireless Communication Systems at 60 GHz." Electronics 8, no. 12 (2019): 1490. http://dx.doi.org/10.3390/electronics8121490.

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This paper reports on a complete end-to-end 5G mmWave testbed fully reconfigurable based on a FPGA architecture. The proposed system is composed of a baseband/low-IF processing unit, and a mmWave RF front-end at both TX/RX ends. In particular, the baseband unit design is based on a typical agile digital IF architecture, enabling on-the-fly modulations up to 256-QAM. The real-time 5G mmWave testbed, herein presented, adopts OFDM as the transmission scheme waveform, which was assessed OTA by considering the key performance indicators, namely EVM and BER. A detailed overview of system architectur
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Radu, Florin, Petru A. Cotfas, Marian Alexandru, Titus C. Bălan, Vlad Popescu, and Daniel T. Cotfas. "Signals Intelligence System with Software-Defined Radio." Applied Sciences 13, no. 8 (2023): 5199. http://dx.doi.org/10.3390/app13085199.

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In this paper, we present the implementation of a system that identifies the modulation of complex radio signals. This is realized using an artificial intelligence model developed, trained, and integrated with Microsoft Azure cloud. We consider that cloud-based platforms offer enough flexibility and processing power to use them instead of conventional computers for signal processing based on artificial intelligence. We tested the implementation using a software-defined radio platform developed in GNU Radio that generates and receives real modulated signals. This process ensures that the soluti
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Bargarai, Faiq A. Mohammed, Adnan Mohsin Abdulazeez, Volkan Müjdat Tiryaki, and Diyar Qader Zeebaree. "Management of Wireless Communication Systems Using Artificial Intelligence-Based Software Defined Radio." International Journal of Interactive Mobile Technologies (iJIM) 14, no. 13 (2020): 107. http://dx.doi.org/10.3991/ijim.v14i13.14211.

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The wireless communication system was investigated by novel methods, which produce an optimized data link, especially the software-based methods. Software-Defined Radio (SDR) is a common method for developing and implementing wireless communication protocols. In this paper, SDR and artificial intelligence (AI) are used to design a self-management communication system with variable node locations. Three affected parameters for the wireless signal are considered: channel frequency, bandwidth, and modulation type. On one hand, SDR collects and analyzes the signal components while on the other han
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Șorecău, Mirela, Emil Șorecău, Annamaria Sârbu, and Paul Bechet. "Real-Time Statistical Measurement of Wideband Signals Based on Software Defined Radio Technology." Electronics 12, no. 13 (2023): 2920. http://dx.doi.org/10.3390/electronics12132920.

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The increase in channel bandwidth and peak-to-average power ratio (PAPR) of modern communication standards poses a serious challenge to performing channel power (CP) and complementary cumulative distribution function (CCDF) measurements in real-time using standard measurement solutions based on spectrum analyzers (SA). Recently, Software Defined Radio (SDR) technology has become a viable alternative to the conventional real-time spectrum monitoring approach based on SA due to its reduced cost. Therefore, in this paper, we propose a novel, innovative, agile and cost-effective solution to enable
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Ghiaasi, Golsa, Thomas Blazek, Mehdi Ashury, Rute Ramalho Santos, and Christoph Mecklenbräuker. "Real-Time Emulation of Nonstationary Channels in Safety-Relevant Vehicular Scenarios." Wireless Communications and Mobile Computing 2018 (May 8, 2018): 1–11. http://dx.doi.org/10.1155/2018/2423837.

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This paper proposes and discusses the architecture for a real-time vehicular channel emulator capable of reproducing the input/output behavior of nonstationary time-variant radio propagation channels in safety-relevant vehicular scenarios. The vehicular channel emulator architecture aims at a hardware implementation which requires minimal hardware complexity for emulating channels with the varying delay-Doppler characteristics of safety-relevant vehicular scenarios. The varying delay-Doppler characteristics require real-time updates to the multipath propagation model for each local stationarit
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Abdelkareem, A. E., Saad Mohammed Saleh, and Ammar D. Jasim. "Design and Implementation of an Embedded System for Software Defined Radio." International Journal of Electrical and Computer Engineering (IJECE) 7, no. 6 (2017): 3484. http://dx.doi.org/10.11591/ijece.v7i6.pp3484-3491.

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<p>In this paper, developing high performance software for demanding real-time embedded systems is proposed. This software-based design will enable the software engineers and system architects in emerging technology areas like 5G Wireless and Software Defined Networking (SDN) to build their algorithms. An ADSP-21364 floating point SHARC Digital Signal Processor (DSP) running at 333 MHz is adopted as a platform for an embedded system. To evaluate the proposed embedded system, an implementation of frame, symbol and carrier phase synchronization is presented as an application. Its performan
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Holtom, Jacob, Andrew Herschfelt, Isabella Lenz, Owen Ma, Hanguang Yu, and Daniel W. Bliss. "WISCANet: A Rapid Development Platform for Beyond 5G and 6G Radio System Prototyping." Signals 3, no. 4 (2022): 682–707. http://dx.doi.org/10.3390/signals3040041.

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Validating RF applications is traditionally time consuming, even for relatively simple systems. We developed the WISCA Software-Defined Radio Network (WISCANet) to accelerate the implementation and validation of radio applications over-the-air (OTA). WISCANet is a hardwareagnostic control software that automatically configures and controls a software-defined radio (SDR) network. By abstracting the hardware controls away from the user, WISCANet allows a non-expert user to deploy an OTA application by simply defining a baseband processing chain in a high level language. This technology reduces t
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Stef, Mihai Petru, and Zsolt Alfred Polgar. "Software Platform for the Comprehensive Testing of Transmission Protocols Developed in GNU Radio." Information 15, no. 1 (2024): 62. http://dx.doi.org/10.3390/info15010062.

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With the constant growth of software-defined radio (SDR) technologies in fields related to wireless communications, the need for efficient ways of testing and evaluating the physical-layer (PHY) protocols developed for these technologies in real-life traffic scenarios has become more critical. This paper proposes a software testbed that enhances the creation of network environments that allow GNU radio applications to be fed with test traffic in a simple way and through an interoperable interface. This makes the use of any traffic generator possible—existing ones or one that is custom-built—to
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Restuccia, Francesco, and Tommaso Melodia. "Toward Polymorphic Internet of Things Receivers Through Real-Time Waveform-Level Deep Learning." GetMobile: Mobile Computing and Communications 25, no. 3 (2022): 28–33. http://dx.doi.org/10.1145/3511285.3511294.

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Wireless systems such as the Internet of Things (IoT) are changing the way we interact with the cyber and the physical world. As IoT systems become more and more pervasive, it is imperative to design wireless protocols that can effectively and efficiently support IoT devices and operations. On the other hand, today's IoT wireless systems are based on inflexible designs, which makes them inefficient and prone to a variety of wireless attacks. In this paper, we introduce the new notion of a deep learning-based polymorphic IoT receiver, able to reconfigure its waveform demodulation strategy itsel
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Dissertations / Theses on the topic "Real-time software-defined radio systems"

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McGinley, James W. "Real-time software-defined-radio implementation of a two source distributed beamformer." Worcester, Mass. : Worcester Polytechnic Institute, 2007. http://www.wpi.edu/Pubs/ETD/Available/etd-010807-213448.

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Yu, Kevin Z. "Scalable Cognitive Radio Network Testbed in Real Time." DigitalCommons@CalPoly, 2021. https://digitalcommons.calpoly.edu/theses/2338.

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Modern society places an increasingly high demand on data transmission. Much of that data transmission takes place through communication over the frequency spectrum. The channels on the spectrum are limited resources. Researchers realize that at certain times of day some channels are overloaded, while others are not being fully utilized. A spectrum management system may be beneficial to remedy this efficiency issue. One of the proposed systems, Cognitive Radio Network (CRN), has progressed over the years thanks to studies on a wide range of subjects, including geolocation, data throughput rate
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Wang, Tsu-Han. "Real-time Software Architectures and Performance Evaluation Methods for 5G Radio Systems." Electronic Thesis or Diss., Sorbonne université, 2022. https://accesdistant.sorbonne-universite.fr/login?url=https://theses-intra.sorbonne-universite.fr/2022SORUS362.pdf.

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La thèse porte sur les architectures temps réel pour la radio-logicielle 5G. Afin de répondre aux exigences de performances de la 5G, une accélération des procédés critiques combinée à des méthodes d’ordonnancement de processus temps réels sont nécessaires. Dans les systèmes embarqués 5G, l'accélération équivaut à une combinaison judicieuse d'unités matérielles supplémentaires pour les fonctions les plus coûteuses en termes de calcul avec des composants logiciels pour des procédures de contrôle complexe ainsi que l’arithmétique simples. Des solutions entièrement logicielles apparaissent égalem
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Iturbe, Xabier. "Design and implementation of a reliable reconfigurable real-time operating system (R3TOS)." Thesis, University of Edinburgh, 2013. http://hdl.handle.net/1842/9413.

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Twenty-first century Field-Programmable Gate Arrays (FPGAs) are no longer used for implementing simple “glue logic” functions. They have become complex arrays of reconfigurable logic resources and memories as well as highly optimised functional blocks, capable of implementing large systems on a single chip. Moreover, Dynamic Partial Reconfiguration (DPR) capability permits to adjust some logic resources on the chip at runtime, whilst the rest are still performing active computations. During the last few years, DPR has become a hot research topic with the objective of building more reliable, ef
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Zhang, Boyang. "Real-time software-defined-radio implementation of time-slotted carrier synchronization for distributed beamforming." Worcester, Mass. : Worcester Polytechnic Institute, 2009. http://www.wpi.edu/Pubs/ETD/Available/etd-050509-200154/.

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Thesis (M.S.)--Worcester Polytechnic Institute.<br>Keywords: distributed beamforming; carrier synchronization; software-defined-radio; sensor networks; wireless networks; cooperative transmission; virtual antenna arrays. Includes bibliographical references (leaves 168-169).
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Marojevic, Vuk. "Computing resource management in software-defined and cognitive radios." Doctoral thesis, Universitat Politècnica de Catalunya, 2010. http://hdl.handle.net/10803/78033.

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Our research aims at contributing to the evolution of modern wireless communications and to the development of software-defined radio (SDR) and cognitive radio, in particular. It promotes a general resource management framework that facilitates the integration of computing and radio resource management. This dissertation discusses the need for computing resource management in software-defined and cognitive radios and introduces an SDR computing resource management framework with cognitive capabilities. The hard real-time computing requirements of software-defined digital signal processing chai
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Reed, Rachel E. "Real-Time Implementation and Analysis of Chip Shape-based Software Defined Receiver." University of Dayton / OhioLINK, 2017. http://rave.ohiolink.edu/etdc/view?acc_num=dayton1493634316594274.

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Karlsson, David. "Hardware for positioning applications using software defined radio : High speed interfaces with real time constraints." Thesis, Linköping University, Department of Electrical Engineering, 2006. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-6105.

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<p>This thesis has theoretically and practically evaluated interfaces between a radio front end for GPS and a mobile platform to answer the question how should this interface be designed to minimize the computational load on the platform as well as costs. Benchmarking of serial peripheral interface and a glueless one bit interface is performed on MPC5200 and OMAP 1710 running Linux operating system.</p><p>The conclusion is two different design approaches, one based on serial peripheral interface and one on SDIO card.</p><p>Buffer sizes in the platform and the front end is the key factor for co
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Fang, Hongjie [Verfasser], and Roman [Gutachter] Obermaisser. "Execution environment for integrated real-time systems based on software-defined networking / Hongjie Fang ; Gutachter: Roman Obermaisser." Siegen : Universitätsbibliothek der Universität Siegen, 2019. http://d-nb.info/1213521734/34.

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Kippenberger, Roger Miles. "On Real Time Digital Phase Locked Loop Implementation with Application to Timing Recovery." Thesis, University of Canterbury. Electrical and Computer Engineering, 2006. http://hdl.handle.net/10092/1146.

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In digital communication systems symbol timing recovery is of fundamental importance. The accuracy in estimation of symbol timing has a direct effect on received data error rates. The primary objective of this thesis is to implement a practical Digital Phase Locked Loop capable of accurate synchronisation of symbols suffering channel corruption typical of modern mobile communications. This thesis describes an all-software implementation of a Digital Phase Locked in a real-time system. A timing error detection (TED) algorithms optimally implemented into a Digital Signal Processor. A real-time
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Books on the topic "Real-time software-defined radio systems"

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Beattie, R. Mark, Anil Dhawan, and John W.L. Puntis. Acute liver failure. Oxford University Press, 2011. http://dx.doi.org/10.1093/med/9780198569862.003.0063.

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Definition 476Aetiology 476Therapy 480Complications 480Transplantation 484Liver support system 484Prognosis 485Acute liver failure (ALF) in children is defined as ‘a rare multisystem disorder in which severe impairment of liver function, with or without encephalopathy, occurs in association with hepatocellular necrosis in a patient with no recognized underlying chronic liver disease’. Liver function is considered severely impaired if prothrombin time (PT) is &gt;15 s or international normalized ratio (INR) is &gt;1.5 and not corrected by vitamin K, in the presence of hepatic encephalopathy (HE
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Robert, Philippe, Elsa Leone, Hélène Amieva, and David Renaud. Managing behavioural and psychological symptoms in Alzheimer’s disease. Oxford University Press, 2017. http://dx.doi.org/10.1093/med/9780198779803.003.0009.

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This chapter focuses on the behavioural and psychological symptoms of Alzheimer's disease and the different approaches clinicians can take in their treatment of the condition. The behavioural and psychological symptoms are defined as primary manifestations of cerebral dysfunction, and appear specifically as a result of damage to a system or circuit such as the limbic system or the cortico-subcortical circuits. During the progression of Alzheimer’s disease, the presence of at least one BPSD is common and can vary, depending especially on the severity of the dementia-related syndrome at the time
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Sherwood, Dennis, and Paul Dalby. Chemical equilibrium and chemical kinetics. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780198782957.003.0014.

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Building on the previous chapter, this chapter examines gas phase chemical equilibrium, and the equilibrium constant. This chapter takes a rigorous, yet very clear, ‘first principles’ approach, expressing the total Gibbs free energy of a reaction mixture at any time as the sum of the instantaneous Gibbs free energies of each component, as expressed in terms of the extent-of-reaction. The equilibrium reaction mixture is then defined as the point at which the total system Gibbs free energy is a minimum, from which concepts such as the equilibrium constant emerge. The chapter also explores the te
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Hendrickx, Jan F. A., André van Zundert, and Andre De Wolf. Inhaled anaesthetics. Edited by Michel M. R. F. Struys. Oxford University Press, 2017. http://dx.doi.org/10.1093/med/9780199642045.003.0014.

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Inhaled anaesthetic drugs are administered via the lungs to provide ‘general anaesthesia’. They are considered complete anaesthetics because they in and by themselves can in most patients ensure all clinical end-points that are required for ‘general anaesthesia’ (unconsciousness, immobility, and haemodynamic stability). The dose–response curve of each clinical end-point is conveniently defined by its mid-point, the end-expired concentration Fa that ensures response suppression in 50 % of the patients (MACawake, MAC, and MACBAR). By understanding the dose–response curves and the factors that in
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De Laurentis, Giacomo, Eugenio Alaio, Elisa Corsi, et al. Rischio di credito 2.0. AIFIRM, 2021. http://dx.doi.org/10.47473/2016ppa00030.

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The EBA Guidelines on loan origination and monitoring (hereinafter "GL LOM") undoubtedly represent a substantially new piece of the banking regulatory framework. In fact, for the first time, the regulator moves into a topic that was traditionally outside the scope of financial regulation, so far almost exclusively focused on aspects directly linked to both micro- and macro-prudential stability, notably through capital and liquidity management requirements and guidelines on Business Model and Internal Governance. The credit management process, and in particular loan origination and monitoring,
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Dowd, Cate. Digital Journalism, Drones, and Automation. Oxford University Press, 2020. http://dx.doi.org/10.1093/oso/9780190655860.001.0001.

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Advances in online technology and news systems, such as automated reasoning across digital resources and connectivity to cloud servers for storage and software, have changed digital journalism production and publishing methods. Integrated media systems used by editors are also conduits to search systems and social media, but the lure of big data and rise in fake news have fragmented some layers of journalism, alongside investments in analytics and a shift in the loci for verification. Data has generated new roles to exploit data insights and machine learning methods, but access to big data and
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Book chapters on the topic "Real-time software-defined radio systems"

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Abdullahi, Aliyu Buba, Rafael F. S. Caldeirinha, Akram Hammoudeh, Leshan Uggalla, and Jon Eastment. "Real Time Multiuser-MIMO Beamforming/Steering Using NI-2922 Universal Software Radio Peripheral." In Lecture Notes in Networks and Systems. Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-12388-8_3.

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Liu, Weili, Cheng Jin, Jiajun Bu, and Chun Chen. "Real-Time Expression Mapping with Ratio Image." In Embedded Software and Systems. Springer Berlin Heidelberg, 2005. http://dx.doi.org/10.1007/11599555_56.

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Goswami, Bhargavi, Shuwen Hu, and Yanming Feng. "Software-Defined Networking for Real-Time Network Systems." In Handbook of Real-Time Computing. Springer Nature Singapore, 2022. http://dx.doi.org/10.1007/978-981-287-251-7_69.

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Goswami, Bhargavi, Shuwen Hu, and Yanming Feng. "Software-Defined Networking for Real-Time Network Systems." In Handbook of Real-Time Computing. Springer Singapore, 2021. http://dx.doi.org/10.1007/978-981-4585-87-3_69-1.

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Savvidis, Dimitrios, Janis Marrek, and Dietmar Tutsch. "Software-Defined Networking with Prioritization for a Redundant Network Topology Called Double Wheel Topology." In Real-time and Autonomous Systems 2022. Springer Nature Switzerland, 2023. http://dx.doi.org/10.1007/978-3-031-32700-1_9.

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Tonello, Andrea M., Nicola Laurenti, and Silvano Pupolin. "Capacity Considerations on the Uplink of a Multi-user DMT OFDMA System Impaired by Time Misalignments and Frequency Offsets." In Software Radio. Springer London, 2001. http://dx.doi.org/10.1007/978-1-4471-0343-1_8.

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Oechsle, Stefan, Moritz Walker, Marc Fischer, Florian Frick, Armin Lechler, and Alexander Verl. "Real-Time Capable Architecture for Software-Defined Manufacturing." In Advances in Automotive Production Technology – Towards Software-Defined Manufacturing and Resilient Supply Chains. Springer International Publishing, 2023. http://dx.doi.org/10.1007/978-3-031-27933-1_1.

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AbstractProduction systems are characterized by static configurations and slow adaption to changing requirements. They no longer meet current trends in mutability and dynamic adaptation. Software-defined Manufacturing (SDM) like other software-defined approaches leverages abstraction of hardware to achieve higher flexibility. Based on abstracted hardware, software defines desired functionalities. Requirements from the Operational Technology (OT), especially determinism, must be combined with the flexibility and interoperability of Information Technology (IT). This paper proposes a stack that enables the implementation of SDM based on a requirements analysis. It covers the main phases of the life cycle of automation applications and additional requirements from SDM. We derive the necessary components while resorting to existing approaches whenever possible. Means for applications engineering, configuration, deployment, and orchestration, as well as execution at run time, are developed.
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Marriwala, Nikhil, O. P. Sahu, and Anil Vohra. "Real-Time Analysis of Low-Cost Software-Defined Radio Transceiver Using ZigBee Protocol." In International Conference on Intelligent Computing and Smart Communication 2019. Springer Singapore, 2019. http://dx.doi.org/10.1007/978-981-15-0633-8_115.

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Vishnupriya, A., Hirankumar Singh, and V. Surya Prakash Reddy. "Self-Regulating Real-Time Server Log Monitoring Using Software-Defined Networking." In Proceedings of Third International Conference on Communication, Computing and Electronics Systems. Springer Singapore, 2022. http://dx.doi.org/10.1007/978-981-16-8862-1_61.

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Shaolong, Zhi, Fang Dong, Liu Xun, Li Yu, and Huang Haining. "Modularized Real-Time Communication Modem Design Based on Software Defined Radio of Underwater Acoustic Network." In Proceedings of the 2012 International Conference on Communication, Electronics and Automation Engineering. Springer Berlin Heidelberg, 2013. http://dx.doi.org/10.1007/978-3-642-31698-2_168.

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Conference papers on the topic "Real-time software-defined radio systems"

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Jung Ko, V. C. Gaudet, and R. Hang. "Tier 3 software defined AM radio." In Fifth International Workshop on System-on-Chip for Real-Time Applications (IWSOC'05). IEEE, 2005. http://dx.doi.org/10.1109/iwsoc.2005.31.

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Sarbu, Annamaria, Emil Sorecau, Mirela Sorecau, Simona Miclaus, and Paul Bechet. "Real-time isotropic measurement system based on Software Defined Radio." In 2022 IEEE 9th Electronics System-Integration Technology Conference (ESTC). IEEE, 2022. http://dx.doi.org/10.1109/estc55720.2022.9939503.

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Özkan, Lütfullah, Saliha Büyükçorak, and Güneş Karabulut Kurt. "Real-Time RF Energy Harvesting System with Software Defined Radio." In 2023 31st Signal Processing and Communications Applications Conference (SIU). IEEE, 2023. http://dx.doi.org/10.1109/siu59756.2023.10223829.

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Egbert, Austin, Benjamin H. Kirk, Charles Baylis, Anthony Martone, and Robert J. Marks. "Fast Software-Defined Radio-based System Performance Evaluation for Real-time Adaptive RF Systems." In 2020 95th ARFTG Microwave Measurement Conference (ARFTG). IEEE, 2020. http://dx.doi.org/10.1109/arftg47271.2020.9241369.

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Robert, Helbet, Bechet Paul, Miclaus Simona, and Sarbu Annamaria. "Real Time Broadband Electromagnetic Spectrum Monitoring System based on Software Defined Radio Technology." In 2021 9th International Conference on Modern Power Systems (MPS). IEEE, 2021. http://dx.doi.org/10.1109/mps52805.2021.9492577.

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Nayak, Monalisa, Urmila Bhanja, Debapriya Parida, Dillip Dash, and Kodanda Dhar Sa. "A real time implementation of spectrum sensing system using software defined radio." In 2017 International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT). IEEE, 2017. http://dx.doi.org/10.1109/icicict1.2017.8342631.

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Liu, Xiong, Qiming Sun, Shuai Zhang, Kun Chen, and Song Song. "Real-Time Transmission of ROF-FSO Hybrid System Using Software Defined Radio." In 2022 IEEE 10th International Conference on Information, Communication and Networks (ICICN). IEEE, 2022. http://dx.doi.org/10.1109/icicn56848.2022.10006420.

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Friedt, J. M., W. Feng, D. Rabus, and G. Goavec-Merou. "Real time GNSS spoofing detection and cancellation on embedded systems using Software Defined Radio." In 2021 15th European Conference on Antennas and Propagation (EuCAP). IEEE, 2021. http://dx.doi.org/10.23919/eucap51087.2021.9411053.

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Terrazas Gonzalez, Jesus David, and Wai-keung Fung. "A pilot study on aeronautical surveillance system for drone delivery using heterogeneous software defined radio framework." In 2017 IEEE International Conference on Real-time Computing and Robotics (RCAR). IEEE, 2017. http://dx.doi.org/10.1109/rcar.2017.8311912.

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Cheng, Xing, and Ming Zhao. "A Method to Guarantee Real-Time for Software-Defined Radio in User-Space." In 2016 International Conference on Information System and Artificial Intelligence (ISAI). IEEE, 2016. http://dx.doi.org/10.1109/isai.2016.0070.

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Reports on the topic "Real-time software-defined radio systems"

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Grabner, Mitchel, and Michael Don. A Real-Time Software-Defined Radio Two-Way Ranging Protocol. DEVCOM Army Research Laboratory, 2023. http://dx.doi.org/10.21236/ad1214908.

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Olsen. PR-179-07200-R01 Evaluation of NOx Sensors for Control of Aftertreatment Devices. Pipeline Research Council International, Inc. (PRCI), 2008. http://dx.doi.org/10.55274/r0010985.

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Emissions reduction through exhaust aftertreatment is becoming more common. It is likely to play an important role in meeting new emissions regulations in the future. Currently, the predominate aftertreatment technology for NOX reduction in lean burn natural gas engines appears to be selective catalytic reduction (SCR). In SCR, a reducing agent is injected into the exhaust upstream of a catalyst. Supplying the optimal quantity of reagent is critical to effective application of SCR. If too little reagent is supplied then the NOx reduction efficiency may be too low. If too much reagent is provid
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