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Showing papers in "Microprocessors and Microsystems in 2021"


Journal ArticleDOI
TL;DR: This article is comparing the performance of ML (Support Vector Machine, Random Forest), Random Forest, Stochastic Gradient Descent (SGD), & DL (Inception-v3, V GG-16, VGG-19) in terms of citrus plant disease detection as DL methods perform better than that of ML methods in case of disease detection.

223 citations


Journal ArticleDOI
TL;DR: The main focus is to handle healthcare data effectively for the patient when they are away from the home town since the needed cancer treatment details are stored in cloud, and CloudSim gives an adaptable simulation structure that empowers displaying and reproduced results.

78 citations


Journal ArticleDOI
TL;DR: An IoT based Smart AgroTech system is proposed in the context of urban farming that considers humidity, temperature, and soil moisture as necessary farming parameters and ascertains a feasible Smart AgraTech system that provides advantages to the farming activities in future cities than other conventional methods.

70 citations


Journal ArticleDOI
TL;DR: A secure AODV routing protocol is developed for detection of black hole attack with improvements in the RREQ packet and RREP packet protocols with added security to verify the source and destination nodes.

53 citations


Journal ArticleDOI
Tang Lei1, Zhu Cai, Luo Hua1
TL;DR: The millimeter-wave frequency, the physical penetration of educational resources, distributed applications based 5G- things, especially physical education resources, antenna system, and the need for resources, and practical usefulness are discussed.

49 citations


Journal ArticleDOI
TL;DR: An intelligent education system that has been customized to provide the resources of the evolution of the ecosystem to the learner to suit their perceptions and education center to start the platform is proposed.

47 citations


Journal ArticleDOI
TL;DR: A new deep model is proposed for apple diseases classification using the Inception V3 deep architecture to classify the most discriminant features using the state-of-the-art classifiers to the best accuracy.

46 citations


Journal ArticleDOI
Kai Zhan1
TL;DR: A comprehensive review of IoT-assisted 5G-assisted smart sports and health care solutions and the challenges of researching IoT smart 5G sports and healthcare solutions with some open issues is given.

46 citations


Journal ArticleDOI
TL;DR: GLCM, Moment Invariants and GLRLM features are extracted in this research work and combined SVM+RF classifier provided better results than other classifiers.

42 citations


Journal ArticleDOI
TL;DR: In HBDIAIM, a differential evolutionary algorithm has been incorporated to build adequate security for the confidential data management interface in smart city applications and the Big Data analytics assisted decision privacy scheme has been used in the differential evolutionarygorithm, which improves the scalability and accessibility of the information in a data management interfaces based on their corresponding storage location.

42 citations


Journal ArticleDOI
TL;DR: This study proposes a data-summarization method that can reveal L-distributions of fuzzy groups of objects represented by a given dataset to the desired dataset L-attribute and requires the interpretability of the inherent semantic structures of the declared word-sets in their fs-representations structures.

Journal ArticleDOI
TL;DR: The proposed Internet of Things driven Physical Activity Recognition System (IoT-DPARS) has been proposed for higher education to support and encourage physical education methods and teaching methods in practice and create a healthy environment.

Journal ArticleDOI
TL;DR: By utilizing the proposed Adaptive neural network optimal allocation model based on the FPGA design and information mining control of corporate HR, the data combination capacity of the organization's ideal distribution of HR management is high, and the organisation's capacity to ideally apportion HR is solid.

Journal ArticleDOI
Xuefen Li1
TL;DR: The environmental carryingcapacity, based on the TOPSIS model of entropy weight, is constructed to evaluate the ecological geological environmental carrying capacity and evaluates the ecological Geological environment of each region through the closeness of each index.

Journal ArticleDOI
TL;DR: The proposed quad band Triangular Microstrip antenna designed for IEEE 802.11a WLAN, C band downlink communication and x band radar applications is suggested and yields better return and gain by resonating in 3.5 GHz, 4.1 GHz, 5.6 GHz and 9.7 GHz.

Journal ArticleDOI
TL;DR: This innovative approach consists precisely of carefully inserting hospital signature information and patient data into the medical image to protect medical images and ensures information integrity, patient confidentiality when sharing data, and robustness to several conventional attacks.

Journal ArticleDOI
TL;DR: This project proposes a few Machine learning (ML) module that is contrasted with foresee assault and abnormalities on the IoT frameworks precisely, and demonstrates that RF executes relatively preferable.

Journal ArticleDOI
TL;DR: With this work, the problem in communication failures and types of network attacks are analyzed in EASH and with the utilization of the machine learning technique, the abnormality sources of the communication paradigm are differentiated.

Journal ArticleDOI
TL;DR: Experimental results show that the proposed modified feature descriptors can effectively recognize emotions on CK+ dataset and JAFFE dataset.

Journal ArticleDOI
TL;DR: An Internet of Things (IoT) assisted Unmanned Aerial Vehicle (UAV) based rice pest detection model using Imagga cloud is proposed to identify the pests in the rice during its production in the field and attempts to minimize the wastage of rice During its production by monitoring the pests at regular intervals.

Journal ArticleDOI
TL;DR: Results depicted that average recognition and identification rate was maximum for plancherel features compared to reference features using ERNN and also single trial analysis evident that depends upon the subject performance and involvement the identification and recognition rate was vary for all the subjects.

Journal ArticleDOI
TL;DR: The Honeypot algorithm of cryptography is utilized for the use of encryption and a novel CNN classifier is used for this which offers high rate of accuracy in the prediction of attack.

Journal ArticleDOI
TL;DR: It is pointed out that tourists choose to use machine classification through the Internet of things, which can help tourists make better choices and make the big data system and platform more perfect.

Journal ArticleDOI
Guie Li1
TL;DR: The proposed Wireless Smart Manufacturing System (WSM) is believed to be based on the proposed Predictive Data Transfer Technology (PDTT) framework and an optimized IoT data model and an Internet of Things analysis framework for assessing overall performance.

Journal ArticleDOI
TL;DR: In order to solve the problems encountered in the development of tourism, it is necessary to accurately extract the image monitoring information of tourism destinations, generate the corresponding tourism routes by using all the candidate destinations sets, generate all the destinations formed by the destination sets, and return the recommendation results to the tourists.

Journal ArticleDOI
TL;DR: A method to detect infections in apple fruit and timely prevention of further infections caused by environmental factors is proposed and the superiority of the proposed method is shown.

Journal ArticleDOI
TL;DR: The paper recommends the new HNN (Hybrid Neural Network) technique for detecting dental caries depending on, its type and therefore precisely classify the caries affected layer, which is giving good result in terms of accuracy and processing time.

Journal ArticleDOI
Jin Cheng1
TL;DR: Evaluation, collective physical education process, including the data from the decision-making of a product, can compare the off-the-shelf standard to make, and the application model of Virtual Reality (VR) innovation in this field is fabricated.

Journal ArticleDOI
TL;DR: An infrastructure that provides geospatial analysis, better understands simulations, great potential for visualizing natural and artificial landscapes, and the universal recognition of the use of the Wireless Internet of Things is proposed.

Journal ArticleDOI
TL;DR: A blockchain-based smart healthcare business model, which keeps customers at the center of business, which can predict customer's status and is able to give rewards according to the business rules set by participating organizations is proposed.