The 6G wireless communication network will promise a high data rate and low latency more than the 5G standard. It introduces the Terahertz communications and sensing systems. Edge Cloud computing (ECC) and AUML techno...
详细信息
ISBN:
(纸本)9798350378498;9788887237627
The 6G wireless communication network will promise a high data rate and low latency more than the 5G standard. It introduces the Terahertz communications and sensing systems. Edge Cloud computing (ECC) and AUML technologies are embedded and developed natively. Among the enabled use cases, the automotive and Connected and Autonomous Vehicle (CAV) sector is one of the most important. In the 6G contest where Terrestrial Networks (TN) and Non-Terrestrial Networks (NTN) are combined and a very huge amount of data is generated, a goal -oriented semantic approach can be advantageous to develop the Al-/ML techniques more efficiently. The blockchain can be integrated into this scheme. It can be used not only to increase the security levels of the overall system but also to improve automation in the automotive and ITS context. The paper presents an intelligent smart contract based on goal-oriented semantic features in a 6G automotive context. The implementation through the Multichain platform is described.
Heterogeneous IoT architectures are evolving rapidly and different challenged are faced with the traditional IoT architectures including the performance time of real-time IoT application. Parallel computing programmin...
详细信息
ISBN:
(纸本)9798350349740;9798350349757
Heterogeneous IoT architectures are evolving rapidly and different challenged are faced with the traditional IoT architectures including the performance time of real-time IoT application. Parallel computing programming technique could enhance the performance and efficiency for distributed systems and multicore processors as well as the IoT systems. However, parallel computing, presents certain difficulties and constraints, including synchronization, communication, security concerns, and load balancing. In this regard, a novel IoT workload balancing model for heterogeneous IoT architectures is presented in this paper. This model is intended to reduce the execution time of large systems by redistributing part of their functions to other involved IoT nodes. An experiment has been conducted to evaluate the actual real load for each IoT node and tried to rebalance the load using the proposed model. The results were encouraging as the performance time was reduced by about one third on two cores.
With the rapid development of the Industrial Internet of Things, a vast amount of data generates, collects, and processes, playing a crucial role in industrial production and operations. Addressing issues of privacy l...
详细信息
Robot structure plays a vital role in handling different terrains. TankBot is a rugged design that uses sensors for navigation through sloppy surfaces. In this work, the Gyro sensor provides information to the robot p...
详细信息
In this paper, switched competitive neural networks (SCNNs) are studied. Different from the previous work, this study uses the intermittent control strategy for the first time to synchronize SCNNs in a fixed time. Sec...
详细信息
The integration of Web of Things (IoT) innovation within the healthcare segment has revolutionized conventional healthcare administration and treatment procedures, driving progressed quiet results. This paper looks at...
详细信息
The Automatic Transfer Switch (ATS) is a device switching get up automatically between the power source main source and a certain secondary source. When a failure in the primary power system automatic transfer switch ...
详细信息
Our practice programs have changed drastically after the appearance of COVID-19. The practical sessions designed for all automation subjects until 2019 were face-to-face. But the arrival of the pandemic and health res...
详细信息
The proceedings contain 45 papers. The special focus in this conference is on Information System Design and Intelligent Applications. The topics include: Denoising and Quality Enhancement of CT Scan/X-Ray Images of Lu...
ISBN:
(纸本)9789819786657
The proceedings contain 45 papers. The special focus in this conference is on Information System Design and Intelligent Applications. The topics include: Denoising and Quality Enhancement of CT Scan/X-Ray Images of Lung Disease for Enhanced Diagnosis;changing Paradigms in Dementia Care: Technology-Based Solutions;dead Drop Covert Channel Technique Using Windows Registry;A Comparison of LEACH-Like Protocols to Improve Power Consumption Efficiency in Wireless Sensor Networks;The Efficacy of α-Channels in PNG Image File Format for Covert communication;smartening Energy Consumption: A Comparative Study of Energy Optimization Strategies in IoT Environments;performance Evaluation of IoT-Fog-Cloud System for Data Storage, Analysis and Visualisations Using Retrial Queues Approach;investigation in Future Autonomous Transport;comparative Analysis of Simulation Tools and IoT Platforms for Middleware;dual Band Dual Polarized Coaxial Feed Microstrip Patch Antenna for Wireless Applications;enhancing E-Learning Interactivity with Haar Cascade User Detection;a Novel Method for Implementing the IoT-Based Hybrid Energy System with Pollution Monitoring and control in Coastal Roadways;A Novel Proportional Integral Derivative (PID) controller-Based control Strategy for a Formula Student Vehicle;a Bluetooth and Smartphone-Based Geofencing Solution For Monitoring Objects;performance Analysis of LoRa communication in Suburban Environments;LPWAN Technologies in Smart Cities: A Comparative Analysis of LoRa, Sigfox, and LTE-M;forewarning Disaster Alert Systems and Mitigation Response;optimizing Cloud computing Resource Allocation Through Intelligent Strategies;ioT-Enabled Neural Network Analysis for Early Detection and Prediction of Mental Depression;connecting IoT Sensors for Enhanced Dementia Disease Monitoring and Intervention;an Effective Exploration of Accessing 5G Mobile communication That Affects E-Commerce Using IoT;smart Agriculture Farming Using Drone automation Technology.
Central pattern generators (CPG) generate rhythmic gait patterns that can be tuned to exhibit various locomotion behaviors like walking, trotting, etc. CPGs inspired by biology have been implemented previously in robo...
详细信息
ISBN:
(纸本)9781665489218
Central pattern generators (CPG) generate rhythmic gait patterns that can be tuned to exhibit various locomotion behaviors like walking, trotting, etc. CPGs inspired by biology have been implemented previously in robotics to generate periodic motion patterns. This paper aims to take the inspiration even further to present a novel methodology to control movement of a four-legged robot using a non-linear bio- mimetic neuron model. In contrast to using regular leaky integrate and fire (LIF) neurons to create coupled neural networks, our design uses non-linear neurons constituting a mixed-feedback (positive and negative) control system operating at multiple timescales (fast, slow and ultraslow ranging from sub-ms to seconds), to generate a variety of spike patterns that control the robotic limbs and hence its gait. The use of spikes as motor control signals allows for low memory usage and low latency operation of the robot. Unlike LIF neurons, the bio-mimetic neurons are also jitter tolerant making the CPG network more resilient and robust to perturbations in the input stimulus. As a proof of concept, we implemented our model on the Petoi Bittle bot, a quadruped pet dog robot and were able to reliably observe different modes of locomotion-walk, trot and jump. Four bio-mimetic neurons forming a CPG network to control the four limbs were implemented on Arduino microcontroller and compared to a similar CPG built using four LIF neurons. The differential equations for both neurons were solved real-time on Arduino and profiled for memory usage, latency and jitter tolerance. The CPG using bio-mimetic non-linear neurons used marginally higher memory (378 bytes, 18% higher than LIF neurons), incurred insignificant latency of 3.54ms compared to motor activation delay of 200ms, while providing upto 5-10x higher jitter tolerance.
暂无评论