Uncertainty-Aware Sensor Deployment Strategy in Mixed Wireless Sensor Networks by Yan Chang, Shukui Zhang, Yang Zhang, Jianxi Fan, Jin Wang

“…Usually the sensor locations are precomputed based on “perfect” sensor detection model, whereas sensors may not always provide reliable information, either due to operational tolerance levels or environmental factors. Therefore, it is very important to take into account this uncertainty in the deployment process. …”
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Navigating ALICE: Advancements in Deployable Docking and Precision Detection for AUV Operations by Yevgeni Gutnik, Nir Zagdanski, Sharon Farber, Tali Treibitz, Morel Groper

“…While further sea trials are planned, current results demonstrate the potential of this solution to enhance AUV operational capabilities in challenging underwater environments while reducing deployment complexity and operational costs.…”
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On the Coverage Extension and Capacity Enhancement of Inband Relay Deployments in LTE-Advanced Networks by Abdallah Bou Saleh, Simone Redana, Jyri Hämäläinen, Bernhard Raaf

“…Relay nodes promise to offer considerable gain for system capacity or coverage depending on the deployment prioritization. However, the performance of relays, as any other radio access point, significantly depends on the propagation characteristics of the deployment environment. …”
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A Particle Swarm Optimization Algorithm for Deployment of Sensor Nodes in WSN Network by Jie Liang, Lu Wang, Qingchang Ji

“…In order to solve the problems of security hidden dangers in the process of node location due to the characteristics of limited resources, open deployment, and being unattended in wireless sensor networks, this paper proposes a mainstream location algorithm combined with the current WSN node. …”
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Deploying and Managing a Network of Autonomous Internet Measurement Probes: Lessons Learned by Urban Sedlar, Miha Rugelj, Mojca Volk, Janez Sterle

“…We present our experience with design, development, deployment, and operation of a nation-wide network of mobile Internet measurement probes. …”
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Automatic Deployment Solution for Internet Business Platform Based on Open-Source PaaS by Zhenwei He, Liyun Yan, Huiyun Li, Ling Zhang, Gang Lu

“…Starting with the deployment architecture and deployment requirements of internet business platform in cloud environments，the deployment solution of the rising up open-source PaaS platform was analyzed，such as Docker and Cloudify.An open-source based automatic deployment solution was proposed for internet business platform with full-stack and full-flow support，which simplify the deployment of complex internet business platform.…”
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A Deployment Method for Motor Fault Diagnosis Application Based on Edge Intelligence by Zheng Zhou, Yusong Qiao, Xusheng Lin, Purui Li, Nan Wu, Dong Yu

“…Furthermore, the proposed method is optimized for deployment on resource-constrained edge devices through knowledge distillation and model quantization. …”
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A cost-effective and miniaturized SPN deployment strategy for group customer dedicated lines by Cheng CHEN, Han WANG, Shuchong NAN

“…With the change of networking mode in the evolution of 5G network, SPN is faced with the limitations of ubiquitous coverage, which leads to the long access distance of the passenger dedicated line customers.Based on the operator's benefit-oriented construction idea, in order to solve the network benefit problem in the process of further deepening SPN coverage.Three sink deployment strategies were proposed for different scenarios, taking the empirical value cost of typical configurations as an example.By building a simulation environment, Gaussian mixture model was used to simulate the distribution characteristics of group customers, and the relationship between the total number of customers, the number of sinking SPN devices and customer coverage in sparse, common and dense scenarios were analyzed, and the network benefits of different sinking strategies were tested.The simulation results show that strategy 3 only faces the area coverage with high sinking efficiency when the total number of customers is 600, and the maximum coverage rate can only reach 55.27%.However, with the increase of customer points, the maximum coverage rate of strategy 3 can reach 82.71%, which has obvious coverage advantages.At the same time, the average number of sunk equipment can cover the highest number of customers, realizing the high coverage ability under the condition of ensuring high efficiency.…”
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CubeSat’s Deployable Solar Panel with Viscoelastic Multilayered Stiffener for Launch Vibration Attenuation by Shankar Bhattarai, Hongrae Kim, Hyun-Ung Oh

“…Ensuring the structural safety of a deployable solar panel under a severe launch vibration environment is one of the important factors for a successful CubeSat mission. …”
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A lack of meaningful human control for automated vehicles: pressing issues for deployment and regulation by Simeon C. Calvert, Arkady Zgonnikov

“…The introduction of automated driving systems (ADS) presents significant regulatory and operational challenges to ensure safe and responsible deployment in mixed traffic environments. Despite much academic work and efforts of practitioners, these challenges remain open, requiring a transdisciplinary integration of perspectives. …”
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Yorùbá Values and the Environment by John Ayọtunde Iṣọla Bẹwaji

“… This essay deploys Yorùbá ontology, epistemology and axiology to construct a Yorùbá ecological philosophy, or ecosophy. …”
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Enhancing Coverage and Efficiency in Wireless Sensor Networks: A Review of Optimization Techniques by Rajasekaran S, Shaik Mastan Vali

“…However, achieving full coverage in WSNs presents significant challenges due to resource constraints, such as limited battery life, processing capabilities, and environmental factors like terrain and obstacles. To address these issues, coverage optimization techniques are employed to maximize spatial coverage while minimizing energy consumption and deployment costs. …”
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Impact of Radial Electrode Coverage on the Performance of Liquid-Deployed PMUTs: A Dynamic and Kinematic Study by Stephen Sammut, Edward Gatt, Ruben Paul Borg

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Deployment optimization for a long-distance wireless backhaul network in industrial cyber physical systems by Jintao Wang, Xi Jin, Peng Zeng, Ming Wan, Changqing Xia

“…Industrial wireless networks are an important component of industrial cyber physical systems, and their transmission performance directly determines the quality of the entire system. During deployment, the nodes of an industrial wireless network can be deployed in only some specific regions due to physical environment restrictions in the factory; thus, occlusions are not always effectively circumvented and network performance is reduced. …”
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Development of 6 U CubeSat’s Deployable Solar Panel with Burn Wire Triggering Holding and Release Mechanism by Tae-Yong Park, Bong-Geon Chae, Hyun-Ung Oh

“…In the present work, a deployable solar panel based on a burn wire triggering holding and release mechanism was developed for use of 6 U CubeSat. …”
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Advancements in training and deployment strategies for AI-based intrusion detection systems in IoT: a systematic literature review by S. Kumar Reddy Mallidi, Rajeswara Rao Ramisetty

“…This systematic literature review (SLR) explores the advancements in training and deployment strategies of Artificial Intelligence (AI) based IDS within IoT environments. …”
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A Model for Managing the Performance of CMMS Deployment in High-Rise Office Buildings: A View from Lagos, Nigeria by Shamsudeen Musa, Zairul Nisham Musa, Shirley Jin Lin Chua

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Comparison of Two Field Deployable PCR Platforms for SARS-CoV-2 and Influenza A and B Viruses’ Detection by Hakim Bouamar, Grace M. Reed, Wanda Lyon, Hector Lopez, Anna Ochoa, Susana N. Asin

“…Significance: Differences in specificity and sensitivity in detection of SARS-CoV-2 and influenza between Biomeme and Truelab^® suggest that Truelab^® is a more promising and potentially deployable diagnostic platform for SARS-CoV-2 and influenza viruses’ detection in an austere environment.…”
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Unified Fingerprinting/Ranging Localization in Harsh Environments by Javier Prieto, Juan F. De Paz, Gabriel Villarrubia, Fernando De la Prieta, Juan M. Corchado

“…The provision of this positional information becomes challenging in the harsh environmental conditions where WSNs are commonly deployed. …”
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Application on Wireless Sensor Networks in Domestic and Hostile Environment by lu fan

“…WSNs are susceptible to many types of link layer attacks and most of traditional networks security techniques are unusable on WSNs  due to wireless and shared nature of communication channel, untrusted transmissions, deployment in open environments, unattended nature and limited resources. …”
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