scholarly journals Cost-effective Indoor Localization for Autonomous Robots using Kinect and WiFi Sensors

2020 ◽  
Vol 23 (65) ◽  
pp. 33-55 ◽  
Author(s):  
Raul Cesar Alves ◽  
Josué Silva de Morais ◽  
Keiji Yamanaka

Indoor localization has been considered to be the most fundamental problem when it comes to providing a robot with autonomous capabilities. Although many algorithms and sensors have been proposed, none have proven to work perfectly under all situations. Also, in order to improve the localization quality, some approaches use expensive devices either mounted on the robots or attached to the environment that don't naturally belong to human environments. This paper presents a novel approach that combines the benefits of two localization techniques, WiFi and Kinect, into a single algorithm using low-cost sensors. It uses separate Particle Filters (PFs). The WiFi PF gives the global location of the robot using signals of Access Point devices from different parts of the environment while it bounds particles of the Kinect PF, which determines the robot's pose locally. Our algorithm also tackles the Initialization/Kidnapped Robot Problem by detecting divergence on WiFi signals, which starts a localization recovering process. Furthermore, new methods for WiFi mapping and localization are introduced.

2021 ◽  
Author(s):  
Chongfeng Bi ◽  
Rachelle Mendoza ◽  
Hui-Ting Cheng ◽  
Gil Pagapas ◽  
Elmer Gabutan ◽  
...  

AbstractThe negative impact of continued school closures during the height of the COVID-19 pandemic warrants the establishment of new cost-effective strategies for surveillance and screening to safely reopen and monitor for potential in-school transmission. Here, we present a novel approach to increase the availability of repetitive and routine Covid-19 testing that may ultimately reduce the overall viral burden in the community. We describe implementation of a testing program that included students, faculty and staff from K-12 schools and universities participating in the SalivaClear™ pooled surveillance method (Mirimus Clinical Labs, Brooklyn, NY). Over 400,000 saliva specimens were self-collected from students, faculty and staff from 93 K-12 schools and 18 universities and tested in pools of up to 24 samples over a 20-week period during this pandemic. Peaks of positive cases were seen in the days following the Halloween, Thanksgiving and New Year holidays. Pooled testing did not significantly alter the sensitivity of the molecular assay in terms of both qualitative (100% detection rate on both pooled and individual samples) and quantitative (comparable cycle threshold (CT) values between pooled and individual samples) measures. Pooling samples substantially reduced the costs associated with PCR testing and allowed schools to rapidly assess transmission and adjust prevention protocols as necessary. By establishing low-cost, weekly testing of students and faculty, pooled saliva analysis enabled schools to determine whether transmission had occurred, make data-driven decisions, and adjust safety protocols. Pooled testing is a fundamental component to the reopening of schools, minimizing transmission among students and faculty.


2016 ◽  
Vol 2016 ◽  
pp. 1-16 ◽  
Author(s):  
Ling Pei ◽  
Min Zhang ◽  
Danping Zou ◽  
Ruizhi Chen ◽  
Yuwei Chen

Sensor-rich smartphone enables a novel approach to training the fingerprint database for mobile indoor localization via crowd sensing. In this survey, we discuss the crowd sensing based mobile indoor localization in terms of foundational knowledge, signals of fingerprints, trajectory of obtaining fingerprints, indoor maps, evolution of a fingerprint database, positioning algorithms, state-of-the-art solutions, and challenges. The survey concludes that the crowd sensing is a low cost solution of generating and updating an organic fingerprint database. Although the crowd sensing concept is widely accepted by the academic community in these years, there are a lot of unsolved problems which hinder the concept of transferring into a practical system. We address the challenges and predict future trends in the end.


2018 ◽  
Vol 189 ◽  
pp. 03017
Author(s):  
Junhui Mei ◽  
Juntong Xi

Indoor positioning systems have attracted increasing interests for the emergency of location based service in indoor environments. Wi-Fi fingerprint-based localization scheme has become a promising indoor localization technique due to the availability of access point (AP) and its low cost. However, the received signal strength (RSS) values are easily fluctuated by the interference of multi-path effects, which introduce propagation errors into localization results. In order to address the issue, a fingerprint-based autoencoder network scheme is proposed to learn the essential features from the measured coarse RSS values and extract the trained weight parameters of autoencoder network as refined fingerprints. The extracted fingerprints are able to represent the environmental properties and display strong robustness with fluctuated signals. The proposed scheme is further implemented in complex indoor scenes, which substantiate the effectiveness and accuracy improvement compared with other RSS-based schemes.


Author(s):  
Santhosha Rao ◽  
Smitha A ◽  
Kunal Kulkarni

<p><span style="font-family: Times New Roman; font-size: medium;">In recent years, the proliferation of the Internet of Things (IoT) has kick started the home and office automation in a very rapid manner. The paper demonstrates a cost effective implementation of an IoT system for managing the visitors in an office environment. The automation system comprises low cost NodeMCU based Wireless Transmitter, NodeMCU based Wireless Display Unit and an android mobile phone. The mobile phone also serves as wireless Access Point to which the Wireless Transmitter and the Wireless Display Units are wirelessly connected for exchanging the messages using UDP protocol. The Wireless Transmitter and the Wireless Display Units are kept in the visitor’s waiting area. The consulting person possesses an android mobile phone in which the automation software is installed. The visitor enters a message using the Wireless Transmitter and notes down the acknowledgement token number sent by the automation software. When the consulting person checks this message, the same token number is sent to the Wireless Display Unit signaling the visitor to consult the person. </span></p>


Data ◽  
2020 ◽  
Vol 5 (3) ◽  
pp. 71 ◽  
Author(s):  
Marco Mulas ◽  
Giuseppe Ciccarese ◽  
Giovanni Truffelli ◽  
Alessandro Corsini

This paper describes a dataset of continuous GNSS positioning solutions referring to slope movements in the Ca’ Lita landslide (Northern Apennines, Italy). The dataset covers the period from 24 March 2016 to 17 July 2019 and includes time-series of the daily position of three GNSS rovers located in different parts of the landslide: head zone, upper track zone, and lower track zone. Two different types of continuous GNSS arrays have been used: one is based on high-end Leica geodetic receivers, and the other is based on low-cost effective Emlid receivers. Displacements captured in the dataset are up to more than a hundred meters and are characterized by prolonged phases of slow movement and moderately rapid acceleration phases. The data presented in this contribution were used to underline slope processes and validate displacements retrieved by the application of digital image correlation to a stack of a satellite images.


2012 ◽  
Vol 2012 (DPC) ◽  
pp. 1-32
Author(s):  
Senthil Sivaswamy ◽  
Theodore (Ted) G. Tessier ◽  
Tony Curtis ◽  
David Clark ◽  
Kazuhisa Itoi ◽  
...  

Fan-Out Wafer Level Packaging (FO-WLP) technology has been developed in recent years to overcome the limitations of Fan-in WLP (FI-WLP) packages and to add more functionality to WLP. Fan-Out packages expand the WLP market to higher pin count devices and add multiple die System in Package (SiP) capability. In this paper, a novel approach to low cost fan-out packaging based on polyimide flex circuits and wafer level Embedded Die Customization (EDC) is discussed. ChipletT refers to Fan-Out packaging. ChipsetT refers to System in Package developed with WABE (Wafer and Board Level Embedding) technology. WABE technology is based on co-lamination of multi layer polyimide flex wiring and conductive z-axis sintered metal interconnections. Using WABE technology, ultra thin fan-out packages (0.4mm) can be fabricated with lower processing costs, higher throughput and with 3D extendibility. Embedded Die Customization is performed at the wafer level and involves optimization of the die-to-embedding process by using optimized wafer level processing capabilities including polymer processing, copper plating and wafer thinning. Reliability of the ChipletT packages, both component level and board level is evaluated. ChipletT packages show high reliability in component level testing and board level testing (Thermal Cycling and Drop Testing). The thermal performance of ChipletT packages were also evaluated in this study. Thermal resistance parameters θja and θjc were simulated with and without thermal vias for both face up and face down configurations. ChipletT provides a new low cost fan out packaging option with proven component level and board level reliability performance.


Author(s):  
Elias Brassitos ◽  
Qingchao Kong ◽  
Constantinos Mavroidis ◽  
Brian Weinberg

As modern robotic systems begin to permeate mass productions in consumer and healthcare products, the development of powerful cost-effective compact actuators represents a critical need to deliver commercially viable high performance robotic products. During the last years our team has developed a novel approach in actuator development which overcomes gearing packaging, efficiency and reliability problems of current actuators, paving the way for a new era of low-cost high-performance robotic products that are currently unattainable with existing commercial actuators. Our new actuator assembly, called the Gear Bearing Drive (GBD), uses three components comprising a brushless outrunner motor, two stage planetary gearbox, and novel rolling surfaces — all designed with overlapping functions and common features which interface together to drastically simplify and reduce the size and complexity of the actuator assembly. This unique approach allows embedding the motor within the planetary gearbox and further enables the actuator to operate without any traditional ball bearing, saving significant volume, cost, and manufacturing complexity. The low-cost gearbox combined with the high power output of brushless outrunner motors and typical high efficiencies of planetary gear arrangements results in compact, powerful and cost-effective robotic actuators with the potential to impact a number of industries ranging from consumer products to manufacturing and healthcare. In this paper we present the latest design improvements for the GBD so that we reduce friction and maximize efficiency. We also present a new design software for the GBD that has also been developed to reduce trial and error during the design phase and to speed up the production process.


2020 ◽  
Author(s):  
Samuel J Raymond ◽  
Trevor Wesolowski ◽  
Sam Baker ◽  
Yuzhe Liu ◽  
Jordan L Edmunds ◽  
...  

For the past 50 years, positive pressure ventilation has been a cornerstone of treatment for respiratory failure. Consensus surrounding the epidemiology of respiratory failure has permitted a relatively good fit between the supply of ventilators and the demand. However, the current COVID-19 pandemic has increased demand for mechanical ventilators well beyond supply. Respiratory failure complicates most critically ill patients with COVID-19 and is characterized by highly heterogeneous pulmonary parenchymal involvement, profound hypoxemia and pulmonary vascular injury. The profound increase in the incidence of respiratory failure has exposed critical shortages in the supply of mechanical ventilators, and those with the necessary skills to treat. While most traditional ventilators rely on an internal compressor and mixer to moderate and control the gas mixture delivered to a patient, the current emergency climate has catalyzed alternative designs that might enable greater flexibility in terms of supply chain, manufacturing, storage and maintenance. Design considerations of these 'emergency response' ventilators have generally fallen into two categories: those that rely on mechanical compression of a known volume of gas and those powered by an internal compressor to deliver time cycled pressure- or volume-limited gas to the patient. The present work introduces a low-cost, ventilator designed and built in accordance with the Emergence Use guidance provided by the US Food and Drug Administration (FDA) wherein an external gas supply feeds into the ventilator and time limited flow interruption guarantees tidal volume. The goal of this device is to allow a patient to be treated by a single ventilator platform, capable of supporting the various treatment paradigms during a potential COVID-19 related hospitalization. This is a unique aspect of this design as it attempts to become a one-device-one-visit solution to the problem. The device is designed as a single use ventilator that is sufficiently robust to treat a patient being mechanically ventilated. The overall design philosophy and its applicability in this new crisis-laden world view is first described, followed by both bench top and animal testing results used to confirm the precision, capability, safety and reliability of this low cost and novel approach to mechanical ventilation during the COVID-19 pandemic. The ventilator is shown to perform in a range of critical requirements listed in the FDA emergency regulations and can safely and effectively ventilate a porcine subject. As of August 2020, only 13 emergency ventilators have been authorized by the FDA, and this work represents the first to publish animal data using the ventilator. This proof-of-concept provides support for this cost-effective, readily mass-produced ventilator that can be used to support patients when the demand for ventilators outstrips supply in hospital settings worldwide. More details for this project can be found at https://ventilator.stanford.edu/


2014 ◽  
Vol 16 (2) ◽  
pp. 316-328 ◽  

<div> <p>Trichloroethylene (TCE) is found in all mediums of environment in varying concentrations. Over the past 25 years, many engineered systems have been devised for its complete and sustainable degradation. This study reviews the environmental factors that influence the TCE pollution in environment and its biological mineralization via engineered systems. Although at some polluted sites natural attenuation of TCE has been found to occur but generally the natural process is very slow. The use of nanoparticles and composites provides a comparatively novel approach for the treatment of TCE contaminated waters. Biological engineered systems have been found to degrade TCE on much faster rates and higher concentrations. To identify the appropriate microorganisms in any engineered system that can effectively provide a low-cost treatment option for TCE degradation is the pressing need at the moment. Adding a second distinct organic phase to the aqueous medium for degrading fast and high concentration of TCE is recommended. The organic phase, which do not mix with the aqueous phase and can be easily separated, discharged, and reuse, should be selected based on its insolubility, volatility, non-biodegradability by the selected microorganism and the cost of the overall engineered system. Biodegradation offers the potential of cost effective treatment of TCE, however, that engineered systems should effectively use the biodegradative metabolism that nature has evolved.</p> </div> <p>&nbsp;</p>


2019 ◽  
Vol 8 (1) ◽  
pp. 3489
Author(s):  
Firdous Mir ◽  
Zakir Hussain Khanday ◽  
Sumer Singh

Propagation of the medicinal plants by usage of different media and PGR’s is laborious, cost-effective and is the possibility of genetic variation. In the present investigation, a novel protocol was first time developed for propagation of Gardenia gummifera Linn.f. This protocol is useful in all aspects viz low cost, time and free from genetic variation. This technology is efficient as compared to normal tissue culture technique which is used for conservation from last of two decades.


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