Deep neural network is an effective choice to automatically recognize human actions utilizing data from various wearable sensors. These networks automate the process of feature extraction relying completely on data. However, noises in time series with complex inter-modal relationships among sensors make this more complicated. In paper, we have proposed a novel multi-stage training approach that increases diversity accurate recognition by combining varieties features extracted diverse...

The use of Artificial Intelligence, especially machine learning and artificial neural networks, has dramatically increased in urology, assisting innovative ways for diagnosis, prognosis, treatment planning. This paper presents an up-to-date review AI advances the field urology that pertain to its imaging aspects, particularly regarding diagnosis prostate cancer, kidney stones, bladder cancer. deep methods, convolutional proved be very effective many medical tasks, such as automated abnormal...

The use of mobile nodes to collect data in a Wireless Sensor Network (WSN) has gained special attention over the last years. Some researchers explore Unmanned Aerial Vehicles (UAVs) as node for such data-collection purposes. Analyzing these works, it is apparent that used scenarios are typically equipped with at least two different radio interfaces. present work presents Dual-Stack Single-Radio Communication Architecture (DSSRCA), which allows UAV communicate bidirectional manner WSN and...

Malaria, a life-threatening disease, takes millions of lives every year all over the world. Early detection malaria can be an effective way to right with this disease. This study investigates effectiveness combination convolutional and capsule network detect parasite in red blood cells terms standard evaluation metrics. The proposed architecture achieves higher accuracy comparison different existing neural networks. method also shows stable case ratios train test set separation. attains...

All pregnant women need easy access to pregnancy-related personalized information, on-time quality healthcare services and effective communication links with providers. Smartphone-based devices, systems eHealth applications can play an important role in facilitating some of these a fast efficient way thus prevent most the complications. The objective this work is propose design pregnancy care network for model, application based on smartphone-based devices systems, designed strengthen...

Introducing mobility in some of the components WSN is one promising techniques for improving performance network terms connectivity, lifetime, data collection and latency. Deliberate controlled mobility, when best adjusted trajectory speed, enhance to a desired level. This paper focus on implementation details analysis controlling fine tuning speed mobile collector WSNs. We consider sensor where nodes are deployed organized into clusters basis distance from each other. Nodes sense their...

The development of information and communication technologies the accessibility mobile devices has increased possibilities teaching learning process anywhere anytime. Mobile web application allows production constructive models in various educational settings, showing potential for active health. objective this study was to present design an technology (SavingLife, a web, mobile-based application) cardiopulmonary resuscitation advanced cardiovascular life support adults. SavingLife is...

This paper presents the design methodology and implementation of a low cost autonomous robot prototype that can detect presence fire from its surroundings take necessary measure to extinguish it. Using mounted camera, this takes continuous video feed which is used for detecting in premises. For fire, an image processing algorithm was developed it tested with database created by authors. After being confirmed at direction, aligns itself direction moves toward place. reaching there cross check...

Requirements for digital watermarking are mainly application dependent. Robustness is one of the main requirements many applications. In this paper a blind discrete wavelet transform (DWT) based video algorithm copyright protection proposed. We have embedded meaningful watermark invisibly into uncompressed video. The in high frequency sub-band coefficients DWT to improve invisibility marked sequence. first scrambled and then encoded minimize error probabilities during detection. applied 2-D...

In recent past, the world has witnessed astounding growth of immersive video technology because its unique features like self directed control view and feeling presence. Day by day is ushering dominance in almost everywhere, specially education, sports, digital marketing film making. Everyday such applications are being experienced numerous people all over but there still many unfortunate who have no access to emerging field their lack body except eye. An eye gaze controlled navigating...

Localisation of sensor nodes deployed randomly is one the most challenging issues in wireless networks. Position information helps effective coverage, routing, data collection, target tracking, and event detection. This paper describes a localisation scheme where an unmanned aerial vehicle (UAV) equipped with global positioning system (GPS) unit scans sensing field while periodically broadcasting its current position. The estimate three boundary points on communication circle then, using...

Mobile wireless sensor networks (MWSNs), a special class of WSN in which one or more elements the network is mobile, has been extensively studied over past 15 years. In MWSNs, mobility plays an important role improving performance terms connectivity, lifetime, and data collection. We exploit controlled to develop smart collection scheme MWSNs. consider where static nodes are deployed organized into clusters on basis distance from each other. These sense their environment transmit...

The recent outbreak of COVID-19 has halted the whole world, bringing a devastating effect on public health, global economy, and educational systems. As vaccine virus is still not available, most effective way to combat testing social distancing. Among all other detection techniques, Chest X-ray (CXR) based method can be good solution for its simplicity, rapidity, cost, efficiency, accessibility. In this paper, we propose CovMUNET, which multiple loss deep neural network approach detect cases...

Asynchronous circuit design is enjoying resurgence in the digital world, with many recent technical and practical advancements improvements. The advantages of asynchronous systems over synchronous are promising. opportunity to implement high performance data-paths very attractive by exploiting fact that most data-path modules have data dependent delays. In other words they compute result faster than worst case under input combinations. Therefore making common fast, potential outperform...

Recently, research on vehicular ad hoc networks (VANETs) has gained momentum all over the world. These emerging promise to make our driving experience more efficient, safer, comfortable, and enjoyable. VANETs have potential support a wide range of interesting applications. One such promising application area is discovery roadside services highways. Drivers need an efficient way find these during their journeys. However, due unique features VANETs, design implementation applications...

Localisation of sensor nodes deployed randomly is one the most challenging issues in wireless networks. Position information helps effective coverage, routing, data collection, target tracking, and event detection. This paper describes a localisation scheme where an unmanned aerial vehicle (UAV) equipped with global positioning system (GPS) unit scans sensing field while periodically broadcasting its current position. The estimate three boundary points on communication circle then, using...

The Smart City vision is becoming a reality with the widespread adaption of Internet Things (IoT). In this context, several architectural styles like service-oriented and microservice architecture have widely been used in development IoT-based systems. However, less amount work done for system recognition systems (SoS) as its unique features such operationally administratively independence has considered new trend distributed software collaboration SoS independent helps to build larger more...

Water is a mandatory need for all human beings. Without water, life not possible. The increasing population of the world has an inverse relationship with availability clean water. It used different purposes e.g., drinking, washing, cooking, agriculture, industries, etc. one precious natural resources. Unfortunately, excessive use and wastage lead to serious circumstances other consumers. major causes are overflow in overhead tanks, damaged pipelines, open faulty water taps valves,...

Being an important application of the Internet Things, smart spaces are increasingly developed throughout world for different purposes ranging from home automation to grids. Despite considerable focus given practical development spaces, there few attempts utilizing formal methods in this domain. Especially, requirements developing a space have not yet been formally specified, best authors’ knowledge. To fill gap, specification approach is presented paper development. The proposed first...