Browsing by Author "Moshayedi, Ata jahangir"

Now showing 1 - 5 of 5
  • Thumbnail Image
    ItemOpen Access
    Deep learning application pros and cons over algorithm
    (EAI, 2022-02-18) Moshayedi, Ata jahangir; Roy, Atanu Shuvam; Kolahdooz, Amin; Shuxin, Yang
    Deep learning is a new area of machine learning research. Deep learning technology applies the nonlinear and advanced transformation of model abstraction into a large database. The latest development shows that deep learning in various fields and greatly contributed to artificial intelligence so far. This article reviews the contributions and new applications of deep learning. The main target of this review is to give the summarize points for scholars to have the analysis about applications and algorithms. Then review tries to investigate the main applications and uses algorithms. In addition, the advantages of using the method of deep learning and its hierarchical and nonlinear functioning are introduced and compared to traditional algorithms in common applications. The following three criteria should be taken into consideration when choosing the area of application. (1) expertise or knowledge of the author; (2) the successful application of deep learning technology has changed the field of application, such as voice recognition, chat robots, search technology and vision; and (3) deep learning can have a significant impact on the application domain and benefit from recent research with natural language and text processing, information recovery and multimodal information processing resulting from multitasking deep learning. This review provides a general overview of a new concept and the growing benefits and popularity of deep learning, which can help researchers and students interested in deep learning methods.
  • Thumbnail Image
    ItemEmbargo
    Design And Development of Cost-Effective Exergames For Activity Incrementation
    (IEEE, 2022-02-21) Moshayedi, Ata jahangir; Sambo, Sithembiso Khaya; Kolahdooz, Amin
    In the modern era of computing and mobile technology, the human lifestyle is affected by technology, and people are adopting habits that promote sedentary behaviour, including watching TV, playing video games, using computers, and mobile phones, leading to increased periods when people are not actively engaging in physical activity. The combination of Virtual reality and Exergame has been recently introduced and used, and this is a combination that this paper takes an interest in. This research paper shows the design and development of the Happy Child exergame, which, along with the design, the cost of the device has been taken into consideration to be more accessible to the public. Happy Child consists of a mobile application (APP), an Arduino board as the main processor which, with the two types of sensors (Accelerometer and temperature), will send the user data and the players BMI to the user personal computer and after playing each designed game which uses Unity to develop send back to Arduino and store on using the mobile phone. Happy child Design shows the successful implementation and its ability to use as the Exergame to increase people's activity.
  • Thumbnail Image
    ItemEmbargo
    Design and promotion of cost-effective IOT-based heart rate monitoring
    (SPIE, 2022-07-28) Moshayedi, Ata jahangir; Kolahdooz, Amin; Roy, Atanu Shuvam; Latifi Rostami, Seyyed Ali; Xie, Xiaoyun
    The term telemedicine was first used in the 1920s, although used many years ago and has continued to evolve today. Medical diagnoses usually require visual information, but remote display systems have recently become a special place due to the constant unavailability of the treating physician or the remoteness of medical centers and the constant need of some patients for round-the-clock care. In this article, an Arduino-based heart rate information system is designed and implemented. Due to the reasonable price and easy accessibility of the created system in the fraction, it has many applications. The results of the designed system showed the system's capabilities to track and know the person's heart rate
  • Thumbnail Image
    ItemEmbargo
    Gentle Survey on MIR Industrial Service Robots: Review & Design
    (Islamic Azad University, Najafabad Branch, 2021-05-07) Moshayedi, Ata jahangir; Xu, Ge; Liao, Leifa; Kolahdooz, Amin
    Service robots are one of the most critical robot's applications that enter human life. This domain consists of elements from human health to industry. Somehow, this robot type can save a human's life or help him secure from the load-carrying job and all repeated work that may interfere with job accuracy. Based on ISO 8373:2012 The service robots Split into personal service types of robots characteristically meant to use outside of manufacturing and the professional setting robots and professional service robots that can use as non-commercial individuals professional service robots can use as commercial professionals. Even as the service robot development research has shown various new service robots with specific ability proposed, some parts in these robot types are similar and are day by day extended. MIR and AGV robots are the most famous service robot with dual ability in the industry and the home applicant. This paper covers most of the papers published on the MIR platform to address the detailed design and part of these types, which can be useful for industries and researchers. The most significant thing that has been done through this review is a service robot design. On the other hand, the researcher has more investigation on the service robot application and has study the MIR Industrial/service robot platform.
  • Thumbnail Image
    ItemEmbargo
    Unity in Embedded System Design and Robotics: A Step-by-Step Guide
    (Chapman and Hall/CRC, 2022-07-29) Moshayedi, Ata jahangir; Kolahdooz, Amin; Liao, Leifa
    The first book of its kind, Unity in Embedded System Design and Robotics provides a step-by-step guide to Unity for embedded system design and robotics. It is an open gateway for anyone who wants to learn Unity through real projects and examples as well as a particularly useful aid for both professionals and students in the fields of embedded system design and robotics. Each chapter contains a unique project. The user is guided through the different windows and sections of Unity every step of the way. The book also includes projects that connect Unity to Arduino and Raspberry Pi, which will help readers better understand various Unity applications in the real world.